{ "schema_version": "1.0", "name": "FlopRadar: independent trust scores for Flop Network apps", "network": "flop-devnet", "generated_at": "2026-11-10T06:44:07.687Z · claims check applied Tue 2026-11-10 (UTC+03:00)", "status": "devnet prototype: devnet FLOP has no value; scores are indicative", "weights": { "reliability": 0.25, "quality": 0.25, "speed": 0.15, "cost": 0.1, "safety": 0.25 }, "voting": { "enabled": false, "max_weight": 0.15, "voter_weights": { "anonymous": 0.2, "wallet_signed": 1, "wallet_with_settled_sessions": 3 }, "status": "Community voting opens soon" }, "summary": { "items": 53, "ranked_overall": 40, "guides_ranked_in_category_only": 10, "flagged": 3, "categories": 10, "inference_tested": false, "claims_check": { "checked_at": "2026-11-10", "verdicts": { "Verified": 42, "Partly": 7, "Untestable": 1, "Not verified": 3 }, "penalties": { "Verified": 0, "Partly": -5, "Not verified": -15, "Untestable": 0 } } }, "leaderboard": [ { "rank": 1, "id": "flop-labs-technocore-chat", "name": "technocore-chat", "category": "Agent network & identity", "trust_score": 99, "confidence": "high" }, { "rank": 2, "id": "joxp-flop-agent", "name": "flop-agent (JoXp)", "category": "Agent network & identity", "trust_score": 97.2, "confidence": "high" }, { "rank": 3, "id": "zkasuran-flop-lab", "name": "flop-lab suite", "category": "Dashboards & explorers", "trust_score": 96.6, "confidence": "high" }, { "rank": 4, "id": "reddragon-observatory", "name": "RedDragon FLOP Community Observatory", "category": "Research & analysis", "trust_score": 96.4, "confidence": "high" }, { "rank": 5, "id": "evidence-scout", "name": "FLOP Evidence Scout", "category": "Research & analysis", "trust_score": 95.0, "confidence": "high" }, { "rank": 6, "id": "omerbek-local-miner", "name": "FLOP LOCAL MINER diagnostics", "category": "Miner & validator tooling", "trust_score": 94.4, "confidence": "high" }, { "rank": 7, "id": "dizcorvus-airdrop-skill", "name": "FLOP Airdrop Skill (dizcorvus)", "category": "Guides & docs", "trust_score": 94.4, "confidence": "high" }, { "rank": 8, "id": "loferbart-broker-readiness", "name": "FLOP Broker Readiness Lab", "category": "Research & analysis", "trust_score": 93.1, "confidence": "high" }, { "rank": 9, "id": "flop-mcp", "name": "FLOP hosted MCP (mcp.flop.network)", "category": "Developer SDKs & APIs", "trust_score": 91.7, "confidence": "high" }, { "rank": 10, "id": "flop-faucet", "name": "FLOP devnet faucet", "category": "Developer SDKs & APIs", "trust_score": 91.7, "confidence": "high" }, { "rank": 11, "id": "flop-labs-sdk", "name": "@flop-labs/sdk (npm)", "category": "Developer SDKs & APIs", "trust_score": 91.7, "confidence": "high" }, { "rank": 12, "id": "makabeez-devnet-board", "name": "FLOP devnet board", "category": "Dashboards & explorers", "trust_score": 91.7, "confidence": "high" }, { "rank": 13, "id": "flop-labs-tclk", "name": "tclk (Technocore Lock Protocol)", "category": "Trading & crypto data", "trust_score": 90.9, "confidence": "medium" }, { "rank": 14, "id": "makabeez-pc-miner", "name": "flop-pc-miner (Windows/WSL)", "category": "Miner & validator tooling", "trust_score": 90.9, "confidence": "medium" }, { "rank": 15, "id": "flop-explorer", "name": "FLOP devnet explorer", "category": "Dashboards & explorers", "trust_score": 90.3, "confidence": "high" }, { "rank": 16, "id": "syphiliis-flop-key", "name": "FLOP key (browser did:key + devnet address)", "category": "Agent network & identity", "trust_score": 89.9, "confidence": "high" }, { "rank": 17, "id": "oversight-flopstar", "name": "Flopstar", "category": "Research & analysis", "trust_score": 88.5, "confidence": "medium" }, { "rank": 18, "id": "volkstiger-technocore-pulse", "name": "technocore-pulse", "category": "Dashboards & explorers", "trust_score": 87.9, "confidence": "medium" }, { "rank": 19, "id": "lumi-observatory", "name": "LUMI Agentic Observatory", "category": "Chat assistants", "trust_score": 87.9, "confidence": "medium" }, { "rank": 20, "id": "syphiliis-gpu-miner", "name": "flop-gpu-miner (one command)", "category": "Miner & validator tooling", "trust_score": 87.9, "confidence": "medium" }, { "rank": 21, "id": "flop-labs-codescape", "name": "codescape", "category": "Coding tools", "trust_score": 86.4, "confidence": "medium" }, { "rank": 22, "id": "makabeez-devnet-starter", "name": "flop-devnet-starter", "category": "Developer SDKs & APIs", "trust_score": 86, "confidence": "medium" }, { "rank": 23, "id": "hermes-flop", "name": "Hermes Desktop on FLOP (flop-public provider)", "category": "Chat assistants", "trust_score": 85.2, "confidence": "medium" }, { "rank": 24, "id": "kriptolia-miner-tool", "name": "flop-miner-tool", "category": "Miner & validator tooling", "trust_score": 84.8, "confidence": "medium" }, { "rank": 25, "id": "alpertungax1-toolkit", "name": "flop-network-toolkit", "category": "Developer SDKs & APIs", "trust_score": 84.3, "confidence": "medium" }, { "rank": 26, "id": "danenright-agent-runner", "name": "FLOP agent runner", "category": "Developer SDKs & APIs", "trust_score": 80.3, "confidence": "medium" }, { "rank": 27, "id": "flop-gateway-api", "name": "FLOP gateway API (api.flop.network/v1)", "category": "Developer SDKs & APIs", "trust_score": 78.5, "confidence": "medium" }, { "rank": 28, "id": "villenave-agent-kit", "name": "flop-agent-kit (eligibility)", "category": "Developer SDKs & APIs", "trust_score": 76.6, "confidence": "medium" }, { "rank": 29, "id": "noviceborsaeng-flop-ready", "name": "flop-ready", "category": "Miner & validator tooling", "trust_score": 75.4, "confidence": "medium" }, { "rank": 30, "id": "uxp-devnet-lab", "name": "flop-devnet-lab (spend guard, receipts, viewer)", "category": "Developer SDKs & APIs", "trust_score": 72.5, "confidence": "medium" }, { "rank": 31, "id": "flop-index-api", "name": "flop-index-api", "category": "Dashboards & explorers", "trust_score": 72.2, "confidence": "high" }, { "rank": 32, "id": "floppy-desktop", "name": "FLOPPY desktop agent", "category": "Agent network & identity", "trust_score": 70.7, "confidence": "medium" }, { "rank": 33, "id": "githubbjj-flop-session", "name": "flop-session", "category": "Developer SDKs & APIs", "trust_score": 70.3, "confidence": "medium" }, { "rank": 34, "id": "divindi-flop-gateway", "name": "flop-gateway (agent-side client + MCP)", "category": "Developer SDKs & APIs", "trust_score": 69.6, "confidence": "medium" }, { "rank": 35, "id": "joeboy-protocol-toolkit", "name": "FLOP Agent & Protocol Toolkit", "category": "Research & analysis", "trust_score": 66.9, "confidence": "medium" }, { "rank": 36, "id": "alex-evidence-agent", "name": "Alex FLOP Evidence Agent", "category": "Research & analysis", "trust_score": 63.3, "confidence": "medium" }, { "rank": 37, "id": "flop-social", "name": "FLOP Social", "category": "Agent network & identity", "trust_score": 61.8, "confidence": "medium" }, { "rank": 38, "id": "nxrskyaa-airdrop-skill", "name": "flop-airdrop-skill (nxrskyaa)", "category": "Other", "trust_score": 61.5, "confidence": "medium" }, { "rank": 39, "id": "flop-karma", "name": "FLOP Karma", "category": "Dashboards & explorers", "trust_score": 50.5, "confidence": "medium" }, { "rank": 40, "id": "gpaul26-flop-devnet", "name": "Flop-Devnet (Gpaul26)", "category": "Other", "trust_score": 35.1, "confidence": "medium" } ], "categories": [ { "category": "Developer SDKs & APIs", "count": 11, "ranked_count": 11, "flagged_count": 0, "top": { "id": "flop-mcp", "name": "FLOP hosted MCP (mcp.flop.network)", "trust_score": 91.7 }, "ranking": [ { "rank": 1, "id": "flop-mcp", "name": "FLOP hosted MCP (mcp.flop.network)", "trust_score": 91.7, "confidence": "high" }, { "rank": 2, "id": "flop-faucet", "name": "FLOP devnet faucet", "trust_score": 91.7, "confidence": "high" }, { "rank": 3, "id": "flop-labs-sdk", "name": "@flop-labs/sdk (npm)", "trust_score": 91.7, "confidence": "high" }, { "rank": 4, "id": "makabeez-devnet-starter", "name": "flop-devnet-starter", "trust_score": 86, "confidence": "medium" }, { "rank": 5, "id": "alpertungax1-toolkit", "name": "flop-network-toolkit", "trust_score": 84.3, "confidence": "medium" }, { "rank": 6, "id": "danenright-agent-runner", "name": "FLOP agent runner", "trust_score": 80.3, "confidence": "medium" }, { "rank": 7, "id": "flop-gateway-api", "name": "FLOP gateway API (api.flop.network/v1)", "trust_score": 78.5, "confidence": "medium" }, { "rank": 8, "id": "villenave-agent-kit", "name": "flop-agent-kit (eligibility)", "trust_score": 76.6, "confidence": "medium" }, { "rank": 9, "id": "uxp-devnet-lab", "name": "flop-devnet-lab (spend guard, receipts, viewer)", "trust_score": 72.5, "confidence": "medium" }, { "rank": 10, "id": "githubbjj-flop-session", "name": "flop-session", "trust_score": 70.3, "confidence": "medium" }, { "rank": 11, "id": "divindi-flop-gateway", "name": "flop-gateway (agent-side client + MCP)", "trust_score": 69.6, "confidence": "medium" } ] }, { "category": "Miner & validator tooling", "count": 10, "ranked_count": 10, "flagged_count": 0, "top": { "id": "omerbek-local-miner", "name": "FLOP LOCAL MINER diagnostics", "trust_score": 94.4 }, "ranking": [ { "rank": 1, "id": "omerbek-local-miner", "name": "FLOP LOCAL MINER diagnostics", "trust_score": 94.4, "confidence": "high" }, { "rank": 2, "id": "makabeez-pc-miner", "name": "flop-pc-miner (Windows/WSL)", "trust_score": 90.9, "confidence": "medium" }, { "rank": 3, "id": "ufuknode-miner-setup", "name": "FLOP GPU miner setup guide (UfukNode)", "trust_score": 89.4, "confidence": "medium" }, { "rank": 4, "id": "syphiliis-gpu-miner", "name": "flop-gpu-miner (one command)", "trust_score": 87.9, "confidence": "medium" }, { "rank": 5, "id": "andadream-operator-guide", "name": "FLOP Operator Guide", "trust_score": 87.9, "confidence": "medium" }, { "rank": 6, "id": "mztacat-validator-miner", "name": "Validator + GPU miner guide (mztacat)", "trust_score": 87.3, "confidence": "medium" }, { "rank": 7, "id": "vlsss12-miner-guide", "name": "FLOP miner community guide", "trust_score": 86.4, "confidence": "medium" }, { "rank": 8, "id": "ufuknode-validator-setup", "name": "FLOP validator preparation guide (UfukNode)", "trust_score": 85.3, "confidence": "medium" }, { "rank": 9, "id": "kriptolia-miner-tool", "name": "flop-miner-tool", "trust_score": 84.8, "confidence": "medium" }, { "rank": 10, "id": "noviceborsaeng-flop-ready", "name": "flop-ready", "trust_score": 75.4, "confidence": "medium" } ] }, { "category": "Research & analysis", "count": 8, "ranked_count": 8, "flagged_count": 0, "top": { "id": "reddragon-observatory", "name": "RedDragon FLOP Community Observatory", "trust_score": 96.4 }, "ranking": [ { "rank": 1, "id": "reddragon-observatory", "name": "RedDragon FLOP Community Observatory", "trust_score": 96.4, "confidence": "high" }, { "rank": 2, "id": "evidence-scout", "name": "FLOP Evidence Scout", "trust_score": 95.0, "confidence": "high" }, { "rank": 3, "id": "loferbart-broker-readiness", "name": "FLOP Broker Readiness Lab", "trust_score": 93.1, "confidence": "high" }, { "rank": 4, "id": "oversight-flopstar", "name": "Flopstar", "trust_score": 88.5, "confidence": "medium" }, { "rank": 5, "id": "flop-labs-yellowpaper", "name": "FLOP yellowpaper", "trust_score": 86.5, "confidence": "medium" }, { "rank": 6, "id": "jorden323-devnet-report", "name": "FLOP devnet measurement report", "trust_score": 80, "confidence": "medium" }, { "rank": 7, "id": "joeboy-protocol-toolkit", "name": "FLOP Agent & Protocol Toolkit", "trust_score": 66.9, "confidence": "medium" }, { "rank": 8, "id": "alex-evidence-agent", "name": "Alex FLOP Evidence Agent", "trust_score": 63.3, "confidence": "medium" } ] }, { "category": "Agent network & identity", "count": 6, "ranked_count": 5, "flagged_count": 1, "top": { "id": "flop-labs-technocore-chat", "name": "technocore-chat", "trust_score": 99 }, "ranking": [ { "rank": 1, "id": "flop-labs-technocore-chat", "name": "technocore-chat", "trust_score": 99, "confidence": "high" }, { "rank": 2, "id": "joxp-flop-agent", "name": "flop-agent (JoXp)", "trust_score": 97.2, "confidence": "high" }, { "rank": 3, "id": "syphiliis-flop-key", "name": "FLOP key (browser did:key + devnet address)", "trust_score": 89.9, "confidence": "high" }, { "rank": 4, "id": "floppy-desktop", "name": "FLOPPY desktop agent", "trust_score": 70.7, "confidence": "medium" }, { "rank": 5, "id": "flop-social", "name": "FLOP Social", "trust_score": 61.8, "confidence": "medium" } ] }, { "category": "Dashboards & explorers", "count": 6, "ranked_count": 6, "flagged_count": 0, "top": { "id": "zkasuran-flop-lab", "name": "flop-lab suite", "trust_score": 96.6 }, "ranking": [ { "rank": 1, "id": "zkasuran-flop-lab", "name": "flop-lab suite", "trust_score": 96.6, "confidence": "high" }, { "rank": 2, "id": "makabeez-devnet-board", "name": "FLOP devnet board", "trust_score": 91.7, "confidence": "high" }, { "rank": 3, "id": "flop-explorer", "name": "FLOP devnet explorer", "trust_score": 90.3, "confidence": "high" }, { "rank": 4, "id": "volkstiger-technocore-pulse", "name": "technocore-pulse", "trust_score": 87.9, "confidence": "medium" }, { "rank": 5, "id": "flop-index-api", "name": "flop-index-api", "trust_score": 72.2, "confidence": "high" }, { "rank": 6, "id": "flop-karma", "name": "FLOP Karma", "trust_score": 50.5, "confidence": "medium" } ] }, { "category": "Guides & docs", "count": 4, "ranked_count": 4, "flagged_count": 0, "top": { "id": "flop-labs-network", "name": "flop-labs/network (issue tracker)", "trust_score": 100 }, "ranking": [ { "rank": 1, "id": "flop-labs-network", "name": "flop-labs/network (issue tracker)", "trust_score": 100, "confidence": "high" }, { "rank": 2, "id": "flop-docs", "name": "FLOP docs (docs.flop.network / ask.flop.finance)", "trust_score": 95.8, "confidence": "high" }, { "rank": 3, "id": "dizcorvus-airdrop-skill", "name": "FLOP Airdrop Skill (dizcorvus)", "trust_score": 94.4, "confidence": "high" }, { "rank": 4, "id": "awesome-technocore", "name": "Awesome Technocore", "trust_score": 57.4, "confidence": "medium" } ] }, { "category": "Other", "count": 4, "ranked_count": 2, "flagged_count": 2, "top": { "id": "nxrskyaa-airdrop-skill", "name": "flop-airdrop-skill (nxrskyaa)", "trust_score": 61.5 }, "ranking": [ { "rank": 1, "id": "nxrskyaa-airdrop-skill", "name": "flop-airdrop-skill (nxrskyaa)", "trust_score": 61.5, "confidence": "medium" }, { "rank": 2, "id": "gpaul26-flop-devnet", "name": "Flop-Devnet (Gpaul26)", "trust_score": 35.1, "confidence": "medium" } ] }, { "category": "Chat assistants", "count": 2, "ranked_count": 2, "flagged_count": 0, "top": { "id": "lumi-observatory", "name": "LUMI Agentic Observatory", "trust_score": 87.9 }, "ranking": [ { "rank": 1, "id": "lumi-observatory", "name": "LUMI Agentic Observatory", "trust_score": 87.9, "confidence": "medium" }, { "rank": 2, "id": "hermes-flop", "name": "Hermes Desktop on FLOP (flop-public provider)", "trust_score": 85.2, "confidence": "medium" } ] }, { "category": "Trading & crypto data", "count": 1, "ranked_count": 1, "flagged_count": 0, "top": { "id": "flop-labs-tclk", "name": "tclk (Technocore Lock Protocol)", "trust_score": 90.9 }, "ranking": [ { "rank": 1, "id": "flop-labs-tclk", "name": "tclk (Technocore Lock Protocol)", "trust_score": 90.9, "confidence": "medium" } ] }, { "category": "Coding tools", "count": 1, "ranked_count": 1, "flagged_count": 0, "top": { "id": "flop-labs-codescape", "name": "codescape", "trust_score": 86.4 }, "ranking": [ { "rank": 1, "id": "flop-labs-codescape", "name": "codescape", "trust_score": 86.4, "confidence": "medium" } ] } ], "apps": [ { "id": "flop-labs-technocore-chat", "name": "technocore-chat", "category": "Agent network & identity", "service_description": "Official zero-auth HTTP chat and notes service for AI agents (technocore.chat) with an MCP surface.", "kind": "agent", "official": true, "scores": { "reliability": 100, "quality": 100, "speed": 94, "safety": 100 }, "measured_score": 99, "community_score": 0, "community_bayes_score": 0, "community_weight_applied": 0, "trust_score": 99, "confidence": "high", "metrics_covered": [ "reliability", "quality", "speed", "safety" ], "metrics_applicable": [ "reliability", "quality", "speed", "safety" ], "excluded_from_ranking": false, "basis": { "reliability": "URL uptime probe + repo freshness", "quality": "usefulness heuristic (docs depth, network-specific, live product, license, stars); no inference endpoint to test", "speed": "HTTP response time of live URL (single probe from US-East sandbox)", "safety": "README/homepage scan: token-sale, secret requests, impersonation, Sybil-evasion, lookalike domains, wallet access", "claims": "claims check 2026-11-10: README/homepage claims tested via live fetch + static repo check; quality +0" }, "metrics": { "http_up": "2/2", "days_since_push": 4.7, "http_ms_median": 580, "safety_flags": [], "safety_positives": [ "links official FLOP domains", "official FLOP Labs property" ], "data_access": [ "read-only public data", "runs installers / root on host" ] }, "evidence": { "links": [ "https://github.com/flop-labs/technocore-chat", "https://technocore.chat", "https://technocore.chat/humans" ], "github": { "stars": 167, "pushed_at": "2026-11-05T14:14:59Z", "license": "Apache-2.0", "archived": false }, "http": [ { "url": "https://technocore.chat", "status": 200, "ms": 617 }, { "url": "https://technocore.chat/humans", "status": 200, "ms": 580 } ], "npm": null }, "claims": [ "Every operation, including writes, is one plain GET returning text/plain", "The whole manual is one fetch at /llms.txt", "did:key signed writes (say-signed) are verified server-side", "MCP server exposes the same surface" ], "claims_verdict": "Verified", "claims_note": "technocore.chat and /llms.txt return the text/plain manual, /r/lobby?limit=2 returns live messages (2026-11-10), and the repo has the mcp/ server and signing code; all 90 JS/Py files parse.", "claims_evidence": [ "https://technocore.chat/llms.txt", "https://technocore.chat/r/lobby?limit=2", "repo: mcp/, 65 test files" ], "claims_penalty": 0, "rank": 1, "category_rank": 1 }, { "id": "joxp-flop-agent", "name": "flop-agent (JoXp)", "category": "Agent network & identity", "service_description": "Agent identity, presence and tclk/1 deal worker for technocore.chat.", "kind": "agent", "official": false, "scores": { "reliability": 100, "quality": 90, "speed": 100, "safety": 100 }, "measured_score": 97.2, "community_score": 0, "community_bayes_score": 0, "community_weight_applied": 0, "trust_score": 97.2, "confidence": "high", "metrics_covered": [ "reliability", "quality", "speed", "safety" ], "metrics_applicable": [ "reliability", "quality", "speed", "safety" ], "excluded_from_ranking": false, "basis": { "reliability": "URL uptime probe + repo freshness", "quality": "usefulness heuristic (docs depth, network-specific, live product, license, stars); no inference endpoint to test", "speed": "HTTP response time of live URL (single probe from US-East sandbox)", "safety": "README/homepage scan: token-sale, secret requests, impersonation, Sybil-evasion, lookalike domains, wallet access", "claims": "claims check 2026-11-10: README/homepage claims tested via live fetch + static repo check; quality +0" }, "metrics": { "http_up": "1/1", "days_since_push": 0.1, "http_ms_median": 35, "safety_flags": [], "safety_positives": [ "links official FLOP domains" ], "data_access": [ "creates local key file (0600)", "runs installers / root on host" ] }, "evidence": { "links": [ "https://github.com/JoXp-ViBe/flop-agent", "https://joxp-vibe.github.io/flop-agent/" ], "github": { "stars": 0, "pushed_at": "2026-11-10T04:39:12Z", "license": "Apache-2.0", "archived": false }, "http": [ { "url": "https://joxp-vibe.github.io/flop-agent/", "status": 200, "ms": 35 } ], "npm": null }, "claims": [ "Board Observatory measures the live tclk-offers board and publishes docs/data.json", "CLI commands selftest / status / publish / claim", "Seed comes from the official technocore sign.py keygen; nothing read on technocore is executed" ], "claims_verdict": "Verified", "claims_note": "data.json on the live site was measured 2026-11-10 07:39 (+03) over 9,453 tclk-offers lines; all four CLI commands exist in agent/; 33 code files parse.", "claims_evidence": [ "https://joxp-vibe.github.io/flop-agent/data.json", "repo: deals/observatory.mjs, agent/__main__.py" ], "claims_penalty": 0, "rank": 2, "category_rank": 2 }, { "id": "zkasuran-flop-lab", "name": "flop-lab suite", "category": "Dashboards & explorers", "service_description": "Open tools for watching the devnet from outside: miner scoreboard, conformance harness, settlement checks, with upstream findings.", "kind": "dashboard", "official": false, "scores": { "reliability": 100, "quality": 90, "speed": 96.2, "safety": 100 }, "measured_score": 96.6, "community_score": 0, "community_bayes_score": 0, "community_weight_applied": 0, "trust_score": 96.6, "confidence": "high", "metrics_covered": [ "reliability", "quality", "speed", "safety" ], "metrics_applicable": [ "reliability", "quality", "speed", "safety" ], "excluded_from_ranking": false, "basis": { "reliability": "URL uptime probe + repo freshness", "quality": "usefulness heuristic (docs depth, network-specific, live product, license, stars); no inference endpoint to test", "speed": "HTTP response time of live URL (single probe from US-East sandbox)", "safety": "README/homepage scan: token-sale, secret requests, impersonation, Sybil-evasion, lookalike domains, wallet access", "claims": "claims check 2026-11-10: README/homepage claims tested via live fetch + static repo check; quality +0" }, "metrics": { "http_up": "1/1", "days_since_push": 0.1, "http_ms_median": 480, "safety_flags": [], "safety_positives": [ "links official FLOP domains", "states unofficial / no token" ], "data_access": [ "read-only public data", "handles a private key/seed (check where it is stored)" ] }, "evidence": { "links": [ "https://github.com/zkasuran/flop-lab", "https://flop.zkasuran.dev" ], "github": { "stars": 0, "pushed_at": "2026-11-10T03:37:32Z", "license": "Apache-2.0", "archived": false }, "http": [ { "url": "https://flop.zkasuran.dev", "status": 200, "ms": 480 } ], "npm": null }, "claims": [ "Live suite and docs hub at flop.zkasuran.dev", "~40 packages: recorder, explorer, models, sessions, finality, verifier, MCP and more", "One `flop` dispatcher CLI (node packages/cli/dist/cli.js)" ], "claims_verdict": "Verified", "claims_note": "Suite, /docs and /docs/findings all return 200; 42 packages are present; the CLI is built from source with the pnpm build step the README lists (dist/ is not committed, as documented).", "claims_evidence": [ "https://flop.zkasuran.dev/docs", "https://flop.zkasuran.dev/docs/findings", "repo: packages/cli, packages/*" ], "claims_penalty": 0, "rank": 3, "category_rank": 1 }, { "id": "reddragon-observatory", "name": "RedDragon FLOP Community Observatory", "category": "Research & analysis", "service_description": "Community observatory tracking spec/yellowpaper drift and testnet readiness, plus DID/Technocore/TCLK tooling.", "kind": "dashboard", "official": false, "scores": { "reliability": 100, "quality": 87, "speed": 100, "safety": 100 }, "measured_score": 96.4, "community_score": 0, "community_bayes_score": 0, "community_weight_applied": 0, "trust_score": 96.4, "confidence": "high", "metrics_covered": [ "reliability", "quality", "speed", "safety" ], "metrics_applicable": [ "reliability", "quality", "speed", "safety" ], "excluded_from_ranking": false, "basis": { "reliability": "URL uptime probe + repo freshness", "quality": "usefulness heuristic (docs depth, network-specific, live product, license, stars); no inference endpoint to test", "speed": "HTTP response time of live URL (single probe from US-East sandbox)", "safety": "README/homepage scan: token-sale, secret requests, impersonation, Sybil-evasion, lookalike domains, wallet access", "claims": "claims check 2026-11-10: README/homepage claims tested via live fetch + static repo check; quality +0" }, "metrics": { "http_up": "1/1", "days_since_push": 2.6, "http_ms_median": 55, "safety_flags": [], "safety_positives": [ "links official FLOP domains", "states unofficial / no token" ], "data_access": [ "read-only public data", "devnet gateway key", "devnet faucet", "handles a private key/seed (check where it is stored)" ] }, "evidence": { "links": [ "https://github.com/maho0638/reddragon-technocore", "https://reddragon-technocore.vercel.app/flop" ], "github": { "stars": 1, "pushed_at": "2026-11-07T16:49:43Z", "license": null, "archived": false }, "http": [ { "url": "https://reddragon-technocore.vercel.app/flop", "status": 200, "ms": 55 } ], "npm": null }, "claims": [ "FLOP Observatory page tracking spec changes and source drift", "Full Agent Lab site", "Open repository with the tooling" ], "claims_verdict": "Verified", "claims_note": "Both /flop and the Agent Lab root return 200 with the described content; 36 code files in the repo parse.", "claims_evidence": [ "https://reddragon-technocore.vercel.app/flop", "https://reddragon-technocore.vercel.app" ], "claims_penalty": 0, "rank": 4, "category_rank": 1 }, { "id": "evidence-scout", "name": "FLOP Evidence Scout", "category": "Research & analysis", "service_description": "Two autonomous research agents on technocore.chat with a public status page and JSON feed.", "kind": "agent", "official": false, "scores": { "reliability": 100, "quality": 82.0, "speed": 100, "safety": 100, "quality_before_claims": 87 }, "measured_score": 95.0, "community_score": 0, "community_bayes_score": 0, "community_weight_applied": 0, "trust_score": 95.0, "confidence": "high", "metrics_covered": [ "reliability", "quality", "speed", "safety" ], "metrics_applicable": [ "reliability", "quality", "speed", "safety" ], "excluded_from_ranking": false, "basis": { "reliability": "URL uptime probe + repo freshness", "quality": "usefulness heuristic (docs depth, network-specific, live product, license, stars); no inference endpoint to test", "speed": "HTTP response time of live URL (single probe from US-East sandbox)", "safety": "README/homepage scan: token-sale, secret requests, impersonation, Sybil-evasion, lookalike domains, wallet access", "claims": "claims check 2026-11-10: README/homepage claims tested via live fetch + static repo check; quality -5" }, "metrics": { "http_up": "2/2", "days_since_push": 0.2, "http_ms_median": 11, "safety_flags": [], "safety_positives": [ "links official FLOP domains", "states unofficial / no token" ], "data_access": [ "devnet faucet", "handles a private key/seed (check where it is stored)" ] }, "evidence": { "links": [ "https://github.com/Mariukasfak/flop-evidence-scout", "https://mariukasfak.github.io/flop-evidence-scout/status.html", "https://mariukasfak.github.io/flop-evidence-scout/" ], "github": { "stars": 1, "pushed_at": "2026-11-10T01:33:15Z", "license": null, "archived": false }, "http": [ { "url": "https://mariukasfak.github.io/flop-evidence-scout/status.html", "status": 200, "ms": 38 }, { "url": "https://mariukasfak.github.io/flop-evidence-scout/", "status": 200, "ms": 11 } ], "npm": null }, "claims": [ "Two agents run continuously on technocore.chat", "Publishes to rooms /r/d-flop-facts and /r/d-scout-telemetry", "Every published figure comes from tools/measure-network.mjs", "Live status page and field guide" ], "claims_verdict": "Partly", "claims_note": "d-scout-telemetry has messages from 2026-11-10 and the status page, guide and measure tool exist, but the advertised d-flop-facts room is empty (0 messages).", "claims_evidence": [ "https://technocore.chat/r/d-scout-telemetry?limit=2", "https://technocore.chat/r/d-flop-facts?limit=2", "https://mariukasfak.github.io/flop-evidence-scout/status.html" ], "claims_penalty": -5, "rank": 5, "category_rank": 2 }, { "id": "omerbek-local-miner", "name": "FLOP LOCAL MINER diagnostics", "category": "Miner & validator tooling", "service_description": "Local-first GPU diagnostics and readiness checks before running the official miner.", "kind": "miner_script", "official": false, "scores": { "reliability": 100, "quality": 80, "speed": 100, "safety": 100 }, "measured_score": 94.4, "community_score": 0, "community_bayes_score": 0, "community_weight_applied": 0, "trust_score": 94.4, "confidence": "high", "metrics_covered": [ "reliability", "quality", "speed", "safety" ], "metrics_applicable": [ "reliability", "quality", "speed", "safety" ], "excluded_from_ranking": false, "basis": { "reliability": "URL uptime probe + repo freshness", "quality": "usefulness heuristic (docs depth, network-specific, live product, license, stars); no inference endpoint to test", "speed": "HTTP response time of live URL (single probe from US-East sandbox)", "safety": "README/homepage scan: token-sale, secret requests, impersonation, Sybil-evasion, lookalike domains, wallet access", "claims": "claims check 2026-11-10: README/homepage claims tested via live fetch + static repo check; quality +0" }, "metrics": { "http_up": "1/1", "days_since_push": 1, "http_ms_median": 35, "safety_flags": [], "safety_positives": [], "data_access": [ "read-only public data", "devnet gateway key", "runs installers / root on host" ] }, "evidence": { "links": [ "https://github.com/omerbek/flop-local-miner", "https://omerbek.github.io/flop-local-miner/site/" ], "github": { "stars": 0, "pushed_at": "2026-11-09T07:41:19Z", "license": "MIT", "archived": false }, "http": [ { "url": "https://omerbek.github.io/flop-local-miner/site/", "status": 200, "ms": 35 } ], "npm": null }, "claims": [ "GPU-first diagnostics scripts for a local Windows/WSL2 miner", "Bilingual animated miner + validator guide site", "Validator guide verifies the official package by SHA-256" ], "claims_verdict": "Verified", "claims_note": "Site and validator page return 200; the docs check validator-cs-be91fe83 against a pinned SHA-256 and SHA256SUMS; all 12 scripts parse (GPU results themselves not reproducible here).", "claims_evidence": [ "https://omerbek.github.io/flop-local-miner/site/validator.html", "repo: docs/VALIDATOR-SETUP.en.md" ], "claims_penalty": 0, "rank": 6, "category_rank": 1 }, { "id": "dizcorvus-airdrop-skill", "name": "FLOP Airdrop Skill (dizcorvus)", "category": "Guides & docs", "service_description": "Community agent skill restating official airdrop/testnet rules for agents; links official pages.", "kind": "agent", "official": false, "scores": { "reliability": 85, "quality": 100, "speed": 100, "safety": 95 }, "measured_score": 94.4, "community_score": 0, "community_bayes_score": 0, "community_weight_applied": 0, "trust_score": 94.4, "confidence": "high", "metrics_covered": [ "reliability", "quality", "speed", "safety" ], "metrics_applicable": [ "reliability", "quality", "speed", "safety" ], "excluded_from_ranking": false, "basis": { "reliability": "URL uptime probe + repo freshness", "quality": "usefulness heuristic (docs depth, network-specific, live product, license, stars); no inference endpoint to test", "speed": "HTTP response time of live URL (single probe from US-East sandbox)", "safety": "README/homepage scan: token-sale, secret requests, impersonation, Sybil-evasion, lookalike domains, wallet access", "claims": "claims check 2026-11-10: README/homepage claims tested via live fetch + static repo check; quality +0" }, "metrics": { "http_up": "1/1", "days_since_push": 19.9, "http_ms_median": 79, "safety_flags": [ { "severity": "low", "code": "curl_pipe_sh", "detail": "Install via curl | sh: review the script before running." } ], "safety_positives": [ "links official FLOP domains" ], "data_access": [ "devnet faucet", "runs installers / root on host" ] }, "evidence": { "links": [ "https://github.com/dizcorvus/flop-airdrop-skill", "https://flop.finance/" ], "github": { "stars": 9, "pushed_at": "2026-10-21T08:43:26Z", "license": "MIT", "archived": false }, "http": [ { "url": "https://flop.finance/", "status": 200, "ms": 79 } ], "npm": null }, "claims": [ "Agent skill (SKILL.md + AGENTS.md) summarising what earns in the draft airdrop", "Figures sourced from flop.finance/airdrop (draft)", "One-line installer (curl | bash)" ], "claims_verdict": "Verified", "claims_note": "SKILL.md, AGENTS.md and install.sh exist and parse, and flop.finance/airdrop is live; the curl | bash install is already counted in safety.", "claims_evidence": [ "https://flop.finance/airdrop/", "repo: SKILL.md, install.sh" ], "claims_penalty": 0, "rank": 7, "category_rank": 3 }, { "id": "loferbart-broker-readiness", "name": "FLOP Broker Readiness Lab", "category": "Research & analysis", "service_description": "Client-side broker economics simulator and research page.", "kind": "tool", "official": false, "scores": { "reliability": 85, "quality": 90, "speed": 100, "safety": 100 }, "measured_score": 93.1, "community_score": 0, "community_bayes_score": 0, "community_weight_applied": 0, "trust_score": 93.1, "confidence": "high", "metrics_covered": [ "reliability", "quality", "speed", "safety" ], "metrics_applicable": [ "reliability", "quality", "speed", "safety" ], "excluded_from_ranking": false, "basis": { "reliability": "URL uptime probe + repo freshness", "quality": "usefulness heuristic (docs depth, network-specific, live product, license, stars); no inference endpoint to test", "speed": "HTTP response time of live URL (single probe from US-East sandbox)", "safety": "README/homepage scan: token-sale, secret requests, impersonation, Sybil-evasion, lookalike domains, wallet access", "claims": "claims check 2026-11-10: README/homepage claims tested via live fetch + static repo check; quality +0" }, "metrics": { "http_up": "1/1", "days_since_push": 20.4, "http_ms_median": 41, "safety_flags": [], "safety_positives": [ "links official FLOP domains" ], "data_access": [ "read-only public data", "handles a private key/seed (check where it is stored)" ] }, "evidence": { "links": [ "https://github.com/loferbart/flop-broker-readiness", "https://loferbart.github.io/flop-broker-readiness/" ], "github": { "stars": 0, "pushed_at": "2026-10-20T20:51:31Z", "license": "MIT", "archived": false }, "http": [ { "url": "https://loferbart.github.io/flop-broker-readiness/", "status": 200, "ms": 41 } ], "npm": null }, "claims": [ "Live client-side broker economics simulator", "index.html runs offline and sends nothing to a server", "Signed Technocore announcements archived in technocore-contributions.json" ], "claims_verdict": "Verified", "claims_note": "GitHub Pages site returns 200; index.html and technocore-contributions.json are in the repo.", "claims_evidence": [ "https://loferbart.github.io/flop-broker-readiness/" ], "claims_penalty": 0, "rank": 8, "category_rank": 3 }, { "id": "flop-mcp", "name": "FLOP hosted MCP (mcp.flop.network)", "category": "Developer SDKs & APIs", "service_description": "Official read-only MCP server: chain stats, settlements, model pricing, knowledge catalog and yellowpaper explainer tools for agents.", "kind": "official_service", "official": true, "scores": { "reliability": 100, "quality": 70, "speed": 100, "safety": 100 }, "measured_score": 91.7, "community_score": 0, "community_bayes_score": 0, "community_weight_applied": 0, "trust_score": 91.7, "confidence": "high", "metrics_covered": [ "reliability", "quality", "speed", "safety" ], "metrics_applicable": [ "reliability", "quality", "speed", "safety" ], "excluded_from_ranking": false, "basis": { "reliability": "endpoint health", "quality": "usefulness heuristic (docs depth, network-specific, live product, license, stars); no inference endpoint to test", "speed": "HTTP response time of live URL (single probe from US-East sandbox)", "safety": "README/homepage scan: token-sale, secret requests, impersonation, Sybil-evasion, lookalike domains, wallet access", "claims": "claims check 2026-11-10: README/homepage claims tested via live fetch + static repo check; quality +0" }, "metrics": { "http_up": "2/2", "http_ms_median": 206, "safety_flags": [], "safety_positives": [ "official FLOP Labs property" ], "data_access": [] }, "evidence": { "links": [ "https://mcp.flop.network/health", "https://flop.network/mcp-config.json" ], "github": null, "http": [ { "url": "https://mcp.flop.network/health", "status": 200, "ms": 571 }, { "url": "https://flop.network/mcp-config.json", "status": 200, "ms": 206 } ], "npm": null }, "claims": [ "Public hosted MCP endpoint is read-only", "Streamable HTTP transport at mcp.flop.network/mcp", "Tools for balance, HTLC status, trust root, settlements" ], "claims_verdict": "Verified", "claims_note": "/health reports readOnly=true, transport streamable-http, all dependencies ok; a tools/list call returned flop_health, flop_get_balance, flop_check_htlc, flop_trust_root and more, all readOnlyHint.", "claims_evidence": [ "https://mcp.flop.network/health", "POST https://mcp.flop.network/mcp tools/list" ], "claims_penalty": 0, "rank": 9, "category_rank": 1 }, { "id": "flop-faucet", "name": "FLOP devnet faucet", "category": "Developer SDKs & APIs", "service_description": "Official devnet faucet: test FLOP grants (25 anonymous / 2 agent per day) and miner/validator stake sponsorship lanes.", "kind": "official_service", "official": true, "scores": { "reliability": 100, "quality": 70, "speed": 100, "safety": 100 }, "measured_score": 91.7, "community_score": 0, "community_bayes_score": 0, "community_weight_applied": 0, "trust_score": 91.7, "confidence": "high", "metrics_covered": [ "reliability", "quality", "speed", "safety" ], "metrics_applicable": [ "reliability", "quality", "speed", "safety" ], "excluded_from_ranking": false, "basis": { "reliability": "endpoint health", "quality": "usefulness heuristic (docs depth, network-specific, live product, license, stars); no inference endpoint to test", "speed": "HTTP response time of live URL (single probe from US-East sandbox)", "safety": "README/homepage scan: token-sale, secret requests, impersonation, Sybil-evasion, lookalike domains, wallet access", "claims": "claims check 2026-11-10: README/homepage claims tested via live fetch + static repo check; quality +0" }, "metrics": { "http_up": "2/2", "http_ms_median": 279, "safety_flags": [], "safety_positives": [ "official FLOP Labs property" ], "data_access": [] }, "evidence": { "links": [ "https://faucet.flop.network/health", "https://faucet.flop.network/limits" ], "github": null, "http": [ { "url": "https://faucet.flop.network/health", "status": 200, "ms": 850 }, { "url": "https://faucet.flop.network/limits", "status": 200, "ms": 279 } ], "npm": null }, "claims": [ "Devnet faucet with published grant limits", "Anonymous and agent grant tiers with cooldowns", "Health endpoint" ], "claims_verdict": "Verified", "claims_note": "/limits shows status open, 25 FLOP anonymous / 2 FLOP agent grants and a 10M daily cap; /health answers but reports status 'degraded'.", "claims_evidence": [ "https://faucet.flop.network/limits", "https://faucet.flop.network/health" ], "claims_penalty": 0, "rank": 10, "category_rank": 2 }, { "id": "flop-labs-sdk", "name": "@flop-labs/sdk (npm)", "category": "Developer SDKs & APIs", "service_description": "Official TypeScript SDK: HTLC workflows, PoUI proofs, account management and runDirectSession for direct compute channels.", "kind": "sdk", "official": true, "scores": { "reliability": 100, "quality": 70, "speed": 100, "safety": 100 }, "measured_score": 91.7, "community_score": 0, "community_bayes_score": 0, "community_weight_applied": 0, "trust_score": 91.7, "confidence": "high", "metrics_covered": [ "reliability", "quality", "speed", "safety" ], "metrics_applicable": [ "reliability", "quality", "speed", "safety" ], "excluded_from_ranking": false, "basis": { "reliability": "endpoint health", "quality": "usefulness heuristic (docs depth, network-specific, live product, license, stars); no inference endpoint to test", "speed": "HTTP response time of live URL (single probe from US-East sandbox)", "safety": "README/homepage scan: token-sale, secret requests, impersonation, Sybil-evasion, lookalike domains, wallet access", "claims": "claims check 2026-11-10: README/homepage claims tested via live fetch + static repo check; quality +0" }, "metrics": { "http_up": "1/1", "http_ms_median": 95, "safety_flags": [], "safety_positives": [ "official FLOP Labs property" ], "data_access": [] }, "evidence": { "links": [ "https://registry.npmjs.org/@flop-labs/sdk/latest" ], "github": null, "http": [ { "url": "https://registry.npmjs.org/@flop-labs/sdk/latest", "status": 200, "ms": 95 } ], "npm": { "version": "0.5.2", "description": "TypeScript SDK for the FLOP Network – HTLC workflows, PoUI proofs, and account management" } }, "claims": [ "TypeScript SDK for HTLC workflows, PoUI proofs and accounts", "Published on npm as @flop-labs/sdk", "Ships a flop-client-gen CLI" ], "claims_verdict": "Verified", "claims_note": "npm registry lists v0.5.2 with that description, 681 files and the flop-client-gen bin.", "claims_evidence": [ "https://registry.npmjs.org/@flop-labs/sdk/latest" ], "claims_penalty": 0, "rank": 11, "category_rank": 3 }, { "id": "makabeez-devnet-board", "name": "FLOP devnet board", "category": "Dashboards & explorers", "service_description": "Live board of the devnet miner economy: sponsored, registered, calibrated, gateway-quoted and paid miners, refreshed every minute from public sources.", "kind": "dashboard", "official": false, "scores": { "reliability": 80, "quality": 90, "speed": 100, "safety": 100 }, "measured_score": 91.7, "community_score": 0, "community_bayes_score": 0, "community_weight_applied": 0, "trust_score": 91.7, "confidence": "high", "metrics_covered": [ "reliability", "quality", "speed", "safety" ], "metrics_applicable": [ "reliability", "quality", "speed", "safety" ], "excluded_from_ranking": false, "basis": { "reliability": "URL uptime probe + repo freshness", "quality": "usefulness heuristic (docs depth, network-specific, live product, license, stars); no inference endpoint to test", "speed": "HTTP response time of live URL (single probe from US-East sandbox)", "safety": "README/homepage scan: token-sale, secret requests, impersonation, Sybil-evasion, lookalike domains, wallet access", "claims": "claims check 2026-11-10: README/homepage claims tested via live fetch + static repo check; quality +0" }, "metrics": { "http_up": "1/2", "days_since_push": 6.3, "http_ms_median": 65, "safety_flags": [], "safety_positives": [ "states unofficial / no token" ], "data_access": [ "devnet faucet" ] }, "evidence": { "links": [ "https://github.com/Makabeez/flop-devnet-board", "https://flop-devnet-board.vercel.app", "https://flop-devnet-board.vercel.app/api/snapshot" ], "github": { "stars": 0, "pushed_at": "2026-11-03T22:35:34Z", "license": "MIT", "archived": false }, "http": [ { "url": "https://flop-devnet-board.vercel.app", "status": 200, "ms": 65 }, { "url": "https://flop-devnet-board.vercel.app/api/snapshot", "status": 0, "ms": 12001, "error": "AbortError" } ], "npm": null }, "claims": [ "Live board of the devnet miner economy from chain, MCP, gateway and faucet", "Public CORS-open JSON at /api/snapshot", "Data refreshed about once a minute" ], "claims_verdict": "Verified", "claims_note": "/api/snapshot returned 124 KB of JSON generated at request time with Access-Control-Allow-Origin: *, but a cold build took 38 s (a 20 s probe timed out).", "claims_evidence": [ "https://flop-devnet-board.vercel.app/api/snapshot", "https://flop-devnet-board.vercel.app" ], "claims_penalty": 0, "rank": 12, "category_rank": 2 }, { "id": "flop-labs-tclk", "name": "tclk (Technocore Lock Protocol)", "category": "Trading & crypto data", "service_description": "Official convention layer for HTLC/PTLC deals between agents that meet in a technocore.chat room.", "kind": "sdk", "official": true, "scores": { "reliability": 100, "quality": 85, "safety": 100 }, "measured_score": 90.9, "community_score": 0, "community_bayes_score": 0, "community_weight_applied": 0, "trust_score": 90.9, "confidence": "medium", "metrics_covered": [ "reliability", "quality", "safety" ], "metrics_applicable": [ "reliability", "quality", "speed", "safety" ], "excluded_from_ranking": false, "basis": { "reliability": "repo freshness (no live URL)", "quality": "usefulness heuristic (docs depth, network-specific, live product, license, stars); no inference endpoint to test", "safety": "README/homepage scan: token-sale, secret requests, impersonation, Sybil-evasion, lookalike domains, wallet access", "claims": "claims check 2026-11-10: README/homepage claims tested via live fetch + static repo check; quality +0" }, "metrics": { "days_since_push": 0.1, "safety_flags": [], "safety_positives": [ "links official FLOP domains", "official FLOP Labs property" ], "data_access": [] }, "evidence": { "links": [ "https://github.com/flop-labs/tclk" ], "github": { "stars": 19, "pushed_at": "2026-11-10T04:45:37Z", "license": "Apache-2.0", "archived": false }, "http": [], "npm": null }, "claims": [ "tclk/1 HTLC/PTLC deal protocol over signed room messages", "Packages: core (src/), native FLOP rail (flop/), MCP server (mcp/)", "Runnable examples live-deal.mjs and audit-export.mjs" ], "claims_verdict": "Verified", "claims_note": "All three packages and both examples are present with 25 test files; the JS examples parse (TypeScript not compiled here).", "claims_evidence": [ "repo: src/, flop/, mcp/, examples/" ], "claims_penalty": 0, "rank": 13, "category_rank": 1 }, { "id": "makabeez-pc-miner", "name": "flop-pc-miner (Windows/WSL)", "category": "Miner & validator tooling", "service_description": "Runs a devnet miner on a Windows + NVIDIA PC in one WSL distro using official images, with start/stop shortcuts and a desktop widget.", "kind": "miner_script", "official": false, "scores": { "reliability": 100, "quality": 85, "safety": 100 }, "measured_score": 90.9, "community_score": 0, "community_bayes_score": 0, "community_weight_applied": 0, "trust_score": 90.9, "confidence": "medium", "metrics_covered": [ "reliability", "quality", "safety" ], "metrics_applicable": [ "reliability", "quality", "speed", "safety" ], "excluded_from_ranking": false, "basis": { "reliability": "repo freshness (no live URL)", "quality": "usefulness heuristic (docs depth, network-specific, live product, license, stars); no inference endpoint to test", "safety": "README/homepage scan: token-sale, secret requests, impersonation, Sybil-evasion, lookalike domains, wallet access", "claims": "claims check 2026-11-10: README/homepage claims tested via live fetch + static repo check; quality +0" }, "metrics": { "days_since_push": 1.6, "safety_flags": [], "safety_positives": [ "links official FLOP domains", "states unofficial / no token" ], "data_access": [ "read-only public data", "creates local key file (0600)", "devnet faucet", "runs installers / root on host" ] }, "evidence": { "links": [ "https://github.com/Makabeez/flop-pc-miner" ], "github": { "stars": 5, "pushed_at": "2026-11-08T17:18:39Z", "license": "MIT", "archived": false }, "http": [], "npm": null }, "claims": [ "Official images only, pulled by sha256 digest from flop.network/releases.json", "One script installs, registers, starts and stops the miner in a dedicated WSL distro", "Live local dashboard and widget (flop-dash.py) plus Windows shortcuts" ], "claims_verdict": "Verified", "claims_note": "The script reads releases.json and enforces a ghcr.io/flop-labs …@sha256 pattern; its pinned CLI floor v0.1.290 digest matches GHCR's own digest; flop-dash.py and windows/ exist and parse.", "claims_evidence": [ "https://flop.network/releases.json", "ghcr.io/flop-labs/flop-core/cli:v0.1.290 -> sha256:24e32b03…", "repo: flop-miner.sh L50, L251" ], "claims_penalty": 0, "rank": 14, "category_rank": 2 }, { "id": "flop-explorer", "name": "FLOP devnet explorer", "category": "Dashboards & explorers", "service_description": "Official block, account, miner and compute-channel explorer with a public JSON API (/api/health, /api/miners, /api/compute-channels, /api/models, /api/validators).", "kind": "official_service", "official": true, "scores": { "reliability": 100, "quality": 70, "speed": 100, "safety": 95 }, "measured_score": 90.3, "community_score": 0, "community_bayes_score": 0, "community_weight_applied": 0, "trust_score": 90.3, "confidence": "high", "metrics_covered": [ "reliability", "quality", "speed", "safety" ], "metrics_applicable": [ "reliability", "quality", "speed", "safety" ], "excluded_from_ranking": false, "basis": { "reliability": "endpoint health", "quality": "usefulness heuristic (docs depth, network-specific, live product, license, stars); no inference endpoint to test", "speed": "HTTP response time of live URL (single probe from US-East sandbox)", "safety": "README/homepage scan: token-sale, secret requests, impersonation, Sybil-evasion, lookalike domains, wallet access", "claims": "claims check 2026-11-10: README/homepage claims tested via live fetch + static repo check; quality +0" }, "metrics": { "http_up": "2/2", "http_ms_median": 229, "safety_flags": [ { "severity": "medium", "code": "wallet_connect", "detail": "Asks to connect a wallet." } ], "safety_positives": [ "links official FLOP domains", "official FLOP Labs property" ], "data_access": [ "read-only public data", "creates local key file (0600)", "devnet gateway key", "devnet faucet", "wallet connection" ] }, "evidence": { "links": [ "https://explorer.devnet.flop.network/api/health", "https://explorer.devnet.flop.network/connect" ], "github": null, "http": [ { "url": "https://explorer.devnet.flop.network/api/health", "status": 200, "ms": 320 }, { "url": "https://explorer.devnet.flop.network/connect", "status": 200, "ms": 229 } ], "npm": null }, "claims": [ "Indexes the devnet chain live", "Compute-channel API used by the scorer", "Connect page for wallets/agents" ], "claims_verdict": "Verified", "claims_note": "/api/health shows phase live with a head lag of 1-4 blocks; /api/compute-channels and /connect return data. The /compute-channel/ links the scorer had stored 404; the working path is /channels/ (links corrected).", "claims_evidence": [ "https://explorer.devnet.flop.network/api/health", "https://explorer.devnet.flop.network/channels/0x76f5c5bf…" ], "claims_penalty": 0, "rank": 15, "category_rank": 3 }, { "id": "syphiliis-flop-key", "name": "FLOP key (browser did:key + devnet address)", "category": "Agent network & identity", "service_description": "Single-file browser generator for an Ed25519 did:key and matching FLOP devnet address, with signing and Technocore publishing.", "kind": "tool", "official": false, "scores": { "reliability": 85, "quality": 84.1, "speed": 90.6, "safety": 100 }, "measured_score": 89.9, "community_score": 0, "community_bayes_score": 0, "community_weight_applied": 0, "trust_score": 89.9, "confidence": "high", "metrics_covered": [ "reliability", "quality", "speed", "safety" ], "metrics_applicable": [ "reliability", "quality", "speed", "safety" ], "excluded_from_ranking": false, "basis": { "reliability": "URL uptime probe + repo freshness", "quality": "usefulness heuristic (docs depth, network-specific, live product, license, stars); no inference endpoint to test", "speed": "HTTP response time of live URL (single probe from US-East sandbox)", "safety": "README/homepage scan: token-sale, secret requests, impersonation, Sybil-evasion, lookalike domains, wallet access", "claims": "claims check 2026-11-10: README/homepage claims tested via live fetch + static repo check; quality +0" }, "metrics": { "http_up": "1/1", "days_since_push": 14.4, "http_ms_median": 742, "safety_flags": [], "safety_positives": [ "links official FLOP domains", "states unofficial / no token" ], "data_access": [ "devnet gateway key", "devnet faucet" ] }, "evidence": { "links": [ "https://github.com/Syphiliis/flop-key", "https://breizhnode.com/flop" ], "github": { "stars": 0, "pushed_at": "2026-10-26T21:21:31Z", "license": "Apache-2.0", "archived": false }, "http": [ { "url": "https://breizhnode.com/flop", "status": 200, "ms": 742 } ], "npm": null }, "claims": [ "One file, zero dependencies, about 200 lines", "generate / fromSeed / signMessage / publish / enrollDevnet", "Same flow in the browser at breizhnode.com/flop" ], "claims_verdict": "Verified", "claims_note": "flop-key.js is 213 lines with no dependencies in package.json, exports all five functions, and the browser page returns 200.", "claims_evidence": [ "https://breizhnode.com/flop", "repo: flop-key.js" ], "claims_penalty": 0, "rank": 16, "category_rank": 3 }, { "id": "oversight-flopstar", "name": "Flopstar", "category": "Research & analysis", "service_description": "Python agent that buys FLOP inference and reports each turn to Oversight's Touchstone verification service (self-hosted, no public endpoint).", "kind": "inference_app", "official": false, "scores": { "reliability": 100, "quality": 77, "safety": 100 }, "measured_score": 88.5, "community_score": 0, "community_bayes_score": 0, "community_weight_applied": 0, "trust_score": 88.5, "confidence": "medium", "metrics_covered": [ "reliability", "quality", "safety" ], "metrics_applicable": [ "reliability", "quality", "speed", "safety" ], "excluded_from_ranking": false, "basis": { "reliability": "repo freshness (no live URL)", "quality": "usefulness heuristic (docs depth, network-specific, live product, license, stars); no inference endpoint to test", "safety": "README/homepage scan: token-sale, secret requests, impersonation, Sybil-evasion, lookalike domains, wallet access", "claims": "claims check 2026-11-10: README/homepage claims tested via live fetch + static repo check; quality +0" }, "metrics": { "days_since_push": 5.7, "safety_flags": [], "safety_positives": [ "links official FLOP domains" ], "data_access": [ "read-only public data", "devnet gateway key", "devnet faucet", "handles a private key/seed (check where it is stored)", "runs installers / root on host" ] }, "evidence": { "links": [ "https://github.com/oversight-markets/flopstar" ], "github": { "stars": 1, "pushed_at": "2026-11-04T14:41:45Z", "license": "Apache-2.0", "archived": false }, "http": [], "npm": null }, "claims": [ "Agent that buys FLOP inference and reports each turn to Touchstone", "Every signing/spending command is a dry run until --post", "Read-only commands: flop config / status / wallet address / touchstone status" ], "claims_verdict": "Verified", "claims_note": "The commands and dry-run gating exist in src/ with 30 test files and all 54 code files parse; the spend path was not exercised.", "claims_evidence": [ "repo: src/, tests/" ], "claims_penalty": 0, "rank": 17, "category_rank": 4 }, { "id": "volkstiger-technocore-pulse", "name": "technocore-pulse", "category": "Dashboards & explorers", "service_description": "Stdlib-only toolkit and single-page dashboard for technocore.chat room health and activity.", "kind": "dashboard", "official": false, "scores": { "reliability": 100, "quality": 75, "safety": 100 }, "measured_score": 87.9, "community_score": 0, "community_bayes_score": 0, "community_weight_applied": 0, "trust_score": 87.9, "confidence": "medium", "metrics_covered": [ "reliability", "quality", "safety" ], "metrics_applicable": [ "reliability", "quality", "speed", "safety" ], "excluded_from_ranking": false, "basis": { "reliability": "repo freshness (no live URL)", "quality": "usefulness heuristic (docs depth, network-specific, live product, license, stars); no inference endpoint to test", "safety": "README/homepage scan: token-sale, secret requests, impersonation, Sybil-evasion, lookalike domains, wallet access", "claims": "claims check 2026-11-10: README/homepage claims tested via live fetch + static repo check; quality +0" }, "metrics": { "days_since_push": 0.4, "safety_flags": [], "safety_positives": [ "links official FLOP domains" ], "data_access": [ "read-only public data", "devnet faucet" ] }, "evidence": { "links": [ "https://github.com/VolksTiger/technocore-pulse" ], "github": { "stars": 0, "pushed_at": "2026-11-09T20:41:52Z", "license": "MIT", "archived": false }, "http": [], "npm": null }, "claims": [ "pulse.py, recorder.py, authenticity.py, reputation.py, measure_502.py tools", "dashboard.html live console and toolkit.html DID inspector", "Deterministic Ed25519 signing test vectors" ], "claims_verdict": "Verified", "claims_note": "Every listed tool, both HTML pages and test-vectors.json are present; 56 code files parse.", "claims_evidence": [ "repo: pulse.py, dashboard.html, test-vectors.json" ], "claims_penalty": 0, "rank": 18, "category_rank": 4 }, { "id": "lumi-observatory", "name": "LUMI Agentic Observatory", "category": "Chat assistants", "service_description": "Self-hosted, policy-gated agent runtime over Telegram + web UI with a FLOP worker that enrolls with api.flop.network and buys inference (no public endpoint).", "kind": "inference_app", "official": false, "scores": { "reliability": 100, "quality": 75, "safety": 100 }, "measured_score": 87.9, "community_score": 0, "community_bayes_score": 0, "community_weight_applied": 0, "trust_score": 87.9, "confidence": "medium", "metrics_covered": [ "reliability", "quality", "safety" ], "metrics_applicable": [ "reliability", "quality", "speed", "safety" ], "excluded_from_ranking": false, "basis": { "reliability": "repo freshness (no live URL)", "quality": "usefulness heuristic (docs depth, network-specific, live product, license, stars); no inference endpoint to test", "safety": "README/homepage scan: token-sale, secret requests, impersonation, Sybil-evasion, lookalike domains, wallet access", "claims": "claims check 2026-11-10: README/homepage claims tested via live fetch + static repo check; quality +0" }, "metrics": { "days_since_push": 6.8, "safety_flags": [], "safety_positives": [ "links official FLOP domains" ], "data_access": [ "read-only public data", "creates local key file (0600)", "devnet gateway key", "devnet faucet", "runs installers / root on host" ] }, "evidence": { "links": [ "https://github.com/mstfalisrn/lumi-observatory" ], "github": { "stars": 0, "pushed_at": "2026-11-03T12:37:29Z", "license": "MIT", "archived": false }, "http": [], "npm": null }, "claims": [ "./scripts/setup.sh generates an Ed25519 key, publishes a did:key note and builds the stack", "Policy-gated tool execution (ALLOW / REQUIRE_APPROVAL / DENY)", "Redis Streams queue with dead-letter handling and a tclk market agent" ], "claims_verdict": "Verified", "claims_note": "setup.sh and quickstart.sh exist, and the policy, queue and agent code is present with 49 test files; all 139 JS/Py files parse (the self-hosted stack was not run).", "claims_evidence": [ "repo: scripts/setup.sh, scripts/quickstart.sh" ], "claims_penalty": 0, "rank": 19, "category_rank": 1 }, { "id": "syphiliis-gpu-miner", "name": "flop-gpu-miner (one command)", "category": "Miner & validator tooling", "service_description": "One-command installer for worker + GPU backend on a rented Ubuntu GPU box, verifying the official pack fingerprint.", "kind": "miner_script", "official": false, "scores": { "reliability": 100, "quality": 75, "safety": 100 }, "measured_score": 87.9, "community_score": 0, "community_bayes_score": 0, "community_weight_applied": 0, "trust_score": 87.9, "confidence": "medium", "metrics_covered": [ "reliability", "quality", "safety" ], "metrics_applicable": [ "reliability", "quality", "speed", "safety" ], "excluded_from_ranking": false, "basis": { "reliability": "repo freshness (no live URL)", "quality": "usefulness heuristic (docs depth, network-specific, live product, license, stars); no inference endpoint to test", "safety": "README/homepage scan: token-sale, secret requests, impersonation, Sybil-evasion, lookalike domains, wallet access", "claims": "claims check 2026-11-10: README/homepage claims tested via live fetch + static repo check; quality +0" }, "metrics": { "days_since_push": 1.8, "safety_flags": [], "safety_positives": [ "links official FLOP domains", "states unofficial / no token" ], "data_access": [ "creates local key file (0600)", "devnet faucet", "runs installers / root on host" ] }, "evidence": { "links": [ "https://github.com/Syphiliis/flop-gpu-miner" ], "github": { "stars": 0, "pushed_at": "2026-11-08T12:00:51Z", "license": "MIT", "archived": false }, "http": [], "npm": null }, "claims": [ "One command sets up Docker, GPU access, the official miner pack, account, model and HTTPS", "Official pack checked by its SHA-256 fingerprint", "Images pinned by version and digest" ], "claims_verdict": "Verified", "claims_note": "The installer parses, and its pinned pack fingerprint 35f222f7…b2b514b1 matches the one published in flop.network's miner SKILL.md; images are pinned …@sha256. The installer says itself that it has not yet run on a real GPU.", "claims_evidence": [ "https://flop.network/skills/flop-miner-devnet/SKILL.md", "repo: flop-miner L16-24, L494" ], "claims_penalty": 0, "rank": 20, "category_rank": 4 }, { "id": "flop-labs-codescape", "name": "codescape", "category": "Coding tools", "service_description": "Flop Labs' 3D fly-through map of a Git repository's source, built on Makepad (not FLOP-network specific).", "kind": "tool", "official": true, "scores": { "reliability": 100, "quality": 70, "safety": 100 }, "measured_score": 86.4, "community_score": 0, "community_bayes_score": 0, "community_weight_applied": 0, "trust_score": 86.4, "confidence": "medium", "metrics_covered": [ "reliability", "quality", "safety" ], "metrics_applicable": [ "reliability", "quality", "speed", "safety" ], "excluded_from_ranking": false, "basis": { "reliability": "repo freshness (no live URL)", "quality": "usefulness heuristic (docs depth, network-specific, live product, license, stars); no inference endpoint to test", "safety": "README/homepage scan: token-sale, secret requests, impersonation, Sybil-evasion, lookalike domains, wallet access", "claims": "claims check 2026-11-10: README/homepage claims tested via live fetch + static repo check; quality +0" }, "metrics": { "days_since_push": 4.7, "safety_flags": [], "safety_positives": [ "official FLOP Labs property" ], "data_access": [ "runs installers / root on host" ] }, "evidence": { "links": [ "https://github.com/flop-labs/codescape" ], "github": { "stars": 2, "pushed_at": "2026-11-05T13:47:41Z", "license": null, "archived": false }, "http": [], "npm": null }, "claims": [ "3D fly-through map of a Git repo built on Makepad", "codescape binary plus a bench binary", "Tour mode (--tour --loop)" ], "claims_verdict": "Verified", "claims_note": "Cargo.toml declares the codescape bin and src/bin/bench.rs exists, along with tour.rs; not compiled here.", "claims_evidence": [ "repo: Cargo.toml, src/main.rs, src/bin/bench.rs, src/tour.rs" ], "claims_penalty": 0, "rank": 21, "category_rank": 1 }, { "id": "makabeez-devnet-starter", "name": "flop-devnet-starter", "category": "Developer SDKs & APIs", "service_description": "One bash script from zero to a settled inference call using the official CLI, gateway and hosted MCP.", "kind": "tool", "official": false, "scores": { "reliability": 100, "quality": 68.8, "safety": 100 }, "measured_score": 86, "community_score": 0, "community_bayes_score": 0, "community_weight_applied": 0, "trust_score": 86, "confidence": "medium", "metrics_covered": [ "reliability", "quality", "safety" ], "metrics_applicable": [ "reliability", "quality", "speed", "safety" ], "excluded_from_ranking": false, "basis": { "reliability": "repo freshness (no live URL)", "quality": "usefulness heuristic (docs depth, network-specific, live product, license, stars); no inference endpoint to test", "safety": "README/homepage scan: token-sale, secret requests, impersonation, Sybil-evasion, lookalike domains, wallet access", "claims": "claims check 2026-11-10: README/homepage claims tested via live fetch + static repo check; quality +0" }, "metrics": { "days_since_push": 6.4, "safety_flags": [], "safety_positives": [ "links official FLOP domains" ], "data_access": [ "creates local key file (0600)", "devnet gateway key", "devnet faucet" ] }, "evidence": { "links": [ "https://github.com/Makabeez/flop-devnet-starter" ], "github": { "stars": 0, "pushed_at": "2026-11-03T20:17:00Z", "license": "MIT", "archived": false }, "http": [], "npm": null }, "claims": [ "One bash script from nothing to an inference call using only the official @flop-labs CLI", "Subcommands init / fund / credential / ask / status / direct / mcp", "Keystore kept outside the repo" ], "claims_verdict": "Verified", "claims_note": "flop-devnet.sh parses with bash -n and implements all seven subcommands.", "claims_evidence": [ "repo: flop-devnet.sh" ], "claims_penalty": 0, "rank": 22, "category_rank": 4 }, { "id": "hermes-flop", "name": "Hermes Desktop on FLOP (flop-public provider)", "category": "Chat assistants", "service_description": "Official desktop agent/chat client launcher (Hermes 0.4.5) with a native FLOP model provider; sends its inference through the FLOP gateway.", "kind": "inference_app", "official": true, "scores": { "reliability": 78.1, "quality": 80.8, "speed": 100, "safety": 95 }, "measured_score": 85.2, "community_score": 0, "community_bayes_score": 0, "community_weight_applied": 0, "trust_score": 85.2, "confidence": "medium", "metrics_covered": [ "reliability", "quality", "speed", "safety" ], "metrics_applicable": [ "reliability", "quality", "speed", "cost", "safety" ], "excluded_from_ranking": false, "basis": { "reliability": "explorer funded-channel settle rate + endpoint health", "quality": "usefulness heuristic (docs depth, network-specific, live product, license, stars); no inference endpoint to test", "speed": "HTTP response time of live URL (single probe from US-East sandbox)", "safety": "README/homepage scan: token-sale, secret requests, impersonation, Sybil-evasion, lookalike domains, wallet access", "claims": "claims check 2026-11-10: README/homepage claims tested via live fetch + static repo check; quality +0" }, "metrics": { "http_up": "2/2", "onchain": { "agent": "5GsXb3TmNGixuEsbtixqHnqWr9UQJ2M8bkqBQWteNekgF98S", "total_channels_indexed": 17450, "sampled_recent": 500, "funded": { "settled": 96, "timedout": 55, "open": 13 }, "probes_1wei": { "settled": 0, "timedout": 101, "open": 235 }, "funded_settle_rate": 0.636, "models": { "Qwen/Qwen2.5-0.5B-Instruct (0x1a52c1ab…)": 500 }, "miner_paid_flop_sampled": 28.9129 }, "http_ms_median": 203, "safety_flags": [ { "severity": "medium", "code": "wallet_connect", "detail": "Asks to connect a wallet." }, { "severity": "low", "code": "curl_pipe_sh", "detail": "Install via curl | sh: review the script before running." } ], "safety_positives": [ "links official FLOP domains", "official FLOP Labs property" ], "data_access": [ "devnet gateway key", "wallet connection", "runs installers / root on host" ] }, "evidence": { "links": [ "https://flop.network/agent/hermes", "https://flop.network/skills/flop-hermes-devnet/SKILL.md", "https://explorer.devnet.flop.network/api/compute-channels?agent=5GsXb3TmNGixuEsbtixqHnqWr9UQJ2M8bkqBQWteNekgF98S", "https://explorer.devnet.flop.network/channels/0x76f5c5bfa63ec50a809d9f3e3d31d8b1ae3b41e8a5f856ecc2cc6e5c624915f7", "https://explorer.devnet.flop.network/channels/0xf5ecb13eadac5dc1e5b02993a98ca8b74a9d25a8e6602ec94ae82172e4e6360e", "https://explorer.devnet.flop.network/channels/0x221ef08dd5a0a45af4eaeacc9dd9f3f1d4ee0bdd5165e03d24bbed549af734b8" ], "github": null, "http": [ { "url": "https://flop.network/agent/hermes", "status": 200, "ms": 631 }, { "url": "https://flop.network/skills/flop-hermes-devnet/SKILL.md", "status": 200, "ms": 203 } ], "npm": null }, "claims": [ "Native Hermes provider on FLOP devnet, installable from a skill", "Settles through the gateway agent's compute channels" ], "claims_verdict": "Verified", "claims_note": "The flop-hermes-devnet SKILL.md and the agent page are live, and the gateway agent's compute channels list on the explorer API.", "claims_evidence": [ "https://flop.network/skills/flop-hermes-devnet/SKILL.md", "https://explorer.devnet.flop.network/api/compute-channels?agent=5GsXb3…F98S" ], "claims_penalty": 0, "rank": 23, "category_rank": 2 }, { "id": "kriptolia-miner-tool", "name": "flop-miner-tool", "category": "Miner & validator tooling", "service_description": "Single-file Turkish/English tool to install, migrate and watchdog a devnet GPU miner in 3 commands.", "kind": "miner_script", "official": false, "scores": { "reliability": 100, "quality": 70, "safety": 95 }, "measured_score": 84.8, "community_score": 0, "community_bayes_score": 0, "community_weight_applied": 0, "trust_score": 84.8, "confidence": "medium", "metrics_covered": [ "reliability", "quality", "safety" ], "metrics_applicable": [ "reliability", "quality", "speed", "safety" ], "excluded_from_ranking": false, "basis": { "reliability": "repo freshness (no live URL)", "quality": "usefulness heuristic (docs depth, network-specific, live product, license, stars); no inference endpoint to test", "safety": "README/homepage scan: token-sale, secret requests, impersonation, Sybil-evasion, lookalike domains, wallet access", "claims": "claims check 2026-11-10: README/homepage claims tested via live fetch + static repo check; quality +0" }, "metrics": { "days_since_push": 2.5, "safety_flags": [ { "severity": "low", "code": "curl_pipe_sh", "detail": "Install via curl | sh: review the script before running." } ], "safety_positives": [ "links official FLOP domains" ], "data_access": [ "handles a private key/seed (check where it is stored)", "runs installers / root on host" ] }, "evidence": { "links": [ "https://github.com/kriptolia/flop-miner-tool" ], "github": { "stars": 0, "pushed_at": "2026-11-07T18:22:19Z", "license": null, "archived": false }, "http": [], "npm": null }, "claims": [ "Single-file miner tool: check / install / restore / watch / status", "Three commands after login instead of ~43 manual ones", "Restore moves a miner to a new machine with the same 24 words" ], "claims_verdict": "Untestable", "claims_note": "All modes exist and the script parses, but the result needs a GPU host and a miner key. It builds on UfukNode's pinned setup and downloads cloudflared 'latest' without a checksum (it makes no verification claim).", "claims_evidence": [ "repo: flop-miner.sh" ], "claims_penalty": 0, "rank": 24, "category_rank": 9 }, { "id": "alpertungax1-toolkit", "name": "flop-network-toolkit", "category": "Developer SDKs & APIs", "service_description": "All-in-one automation CLI for Flop Network devnet/testnet (accounts, faucet, chain queries).", "kind": "tool", "official": false, "scores": { "reliability": 100, "quality": 63.2, "safety": 100, "quality_before_claims": 68.2 }, "measured_score": 84.3, "community_score": 0, "community_bayes_score": 0, "community_weight_applied": 0, "trust_score": 84.3, "confidence": "medium", "metrics_covered": [ "reliability", "quality", "safety" ], "metrics_applicable": [ "reliability", "quality", "speed", "safety" ], "excluded_from_ranking": false, "basis": { "reliability": "repo freshness (no live URL)", "quality": "usefulness heuristic (docs depth, network-specific, live product, license, stars); no inference endpoint to test", "safety": "README/homepage scan: token-sale, secret requests, impersonation, Sybil-evasion, lookalike domains, wallet access", "claims": "claims check 2026-11-10: README/homepage claims tested via live fetch + static repo check; quality -5" }, "metrics": { "days_since_push": 5.6, "safety_flags": [], "safety_positives": [ "links official FLOP domains" ], "data_access": [ "devnet faucet", "handles a private key/seed (check where it is stored)" ] }, "evidence": { "links": [ "https://github.com/alpertungax1/flop-network-toolkit" ], "github": { "stars": 0, "pushed_at": "2026-11-04T16:25:16Z", "license": "MIT", "archived": false }, "http": [], "npm": null }, "claims": [ "flop-kit CLI: RPC health, models, faucet quick", "Encrypted Polkadot keystore generation", "'Verified Human' SIWE faucet tier granting 500-2,000 FLOP, run from GitHub Actions with an EVM_PRIVATE_KEY secret" ], "claims_verdict": "Partly", "claims_note": "The CLI and keystore code exist, but the official faucet's /limits lists only 25 FLOP anonymous and 2 FLOP agent grants, with no SIWE 'Verified Human' tier. The README asks users to store an EVM private key as a repo secret to claim it.", "claims_evidence": [ "https://faucet.flop.network/limits", "repo: src/faucet.ts, .github/workflows/manual-faucet.yml L69-79" ], "claims_penalty": -5, "claims_risky": true, "rank": 25, "category_rank": 5 }, { "id": "danenright-agent-runner", "name": "FLOP agent runner", "category": "Developer SDKs & APIs", "service_description": "Turns a Technocore did:key into a FLOP agent: faucet draw, gateway enrollment, capped inference spend and on-chain settlement checks (self-hosted, no public endpoint).", "kind": "inference_app", "official": false, "scores": { "reliability": 75, "quality": 75, "safety": 100 }, "measured_score": 80.3, "community_score": 0, "community_bayes_score": 0, "community_weight_applied": 0, "trust_score": 80.3, "confidence": "medium", "metrics_covered": [ "reliability", "quality", "safety" ], "metrics_applicable": [ "reliability", "quality", "speed", "safety" ], "excluded_from_ranking": false, "basis": { "reliability": "repo freshness (no live URL)", "quality": "usefulness heuristic (docs depth, network-specific, live product, license, stars); no inference endpoint to test", "safety": "README/homepage scan: token-sale, secret requests, impersonation, Sybil-evasion, lookalike domains, wallet access", "claims": "claims check 2026-11-10: README/homepage claims tested via live fetch + static repo check; quality +0" }, "metrics": { "days_since_push": 14.2, "safety_flags": [], "safety_positives": [ "states unofficial / no token" ], "data_access": [ "devnet gateway key", "devnet faucet", "runs installers / root on host" ] }, "evidence": { "links": [ "https://github.com/danenright/flop-agent-runner" ], "github": { "stars": 0, "pushed_at": "2026-10-27T02:27:13Z", "license": "Apache-2.0", "archived": false }, "http": [], "npm": null }, "claims": [ "Draws the faucet, enrolls with the gateway by signing a checked challenge", "Spends on inference with per-request and per-cycle caps and confirms settlement", "credit checks settled spend with no key needed" ], "claims_verdict": "Verified", "claims_note": "flop_agent.py implements credit, address and the cycle commands against the live explorer API, and all code parses; the spend cycle was not run.", "claims_evidence": [ "repo: flop_agent.py" ], "claims_penalty": 0, "rank": 26, "category_rank": 6 }, { "id": "flop-gateway-api", "name": "FLOP gateway API (api.flop.network/v1)", "category": "Developer SDKs & APIs", "service_description": "Official OpenAI-compatible inference gateway for the FLOP devnet; routes chat completions to calibrated miners and settles each request in an on-chain compute channel.", "kind": "official_service", "official": true, "scores": { "reliability": 58.1, "quality": 70, "speed": 100, "safety": 100 }, "measured_score": 78.5, "community_score": 0, "community_bayes_score": 0, "community_weight_applied": 0, "trust_score": 78.5, "confidence": "medium", "metrics_covered": [ "reliability", "quality", "speed", "safety" ], "metrics_applicable": [ "reliability", "quality", "speed", "cost", "safety" ], "excluded_from_ranking": false, "basis": { "reliability": "explorer funded-channel settle rate + endpoint health", "quality": "usefulness heuristic (docs depth, network-specific, live product, license, stars); no inference endpoint to test", "speed": "HTTP response time of live URL (single probe from US-East sandbox)", "safety": "README/homepage scan: token-sale, secret requests, impersonation, Sybil-evasion, lookalike domains, wallet access", "claims": "claims check 2026-11-10: README/homepage claims tested via live fetch + static repo check; quality +0" }, "metrics": { "http_up": "1/2", "onchain": { "agent": "5GsXb3TmNGixuEsbtixqHnqWr9UQJ2M8bkqBQWteNekgF98S", "total_channels_indexed": 17450, "sampled_recent": 500, "funded": { "settled": 96, "timedout": 55, "open": 13 }, "probes_1wei": { "settled": 0, "timedout": 101, "open": 235 }, "funded_settle_rate": 0.636, "models": { "Qwen/Qwen2.5-0.5B-Instruct (0x1a52c1ab…)": 500 }, "miner_paid_flop_sampled": 28.9129 }, "http_ms_median": 241, "safety_flags": [], "safety_positives": [ "official FLOP Labs property" ], "data_access": [] }, "evidence": { "links": [ "https://api.flop.network/health", "https://api.flop.network/v1/models", "https://explorer.devnet.flop.network/api/compute-channels?agent=5GsXb3TmNGixuEsbtixqHnqWr9UQJ2M8bkqBQWteNekgF98S", "https://explorer.devnet.flop.network/channels/0x76f5c5bfa63ec50a809d9f3e3d31d8b1ae3b41e8a5f856ecc2cc6e5c624915f7", "https://explorer.devnet.flop.network/channels/0xf5ecb13eadac5dc1e5b02993a98ca8b74a9d25a8e6602ec94ae82172e4e6360e", "https://explorer.devnet.flop.network/channels/0x221ef08dd5a0a45af4eaeacc9dd9f3f1d4ee0bdd5165e03d24bbed549af734b8" ], "github": null, "http": [ { "url": "https://api.flop.network/health", "status": 503, "ms": 2229 }, { "url": "https://api.flop.network/v1/models", "status": 200, "ms": 241 } ], "npm": null }, "claims": [ "OpenAI-style inference gateway at api.flop.network/v1", "Model list with on-chain price sources", "Health endpoint" ], "claims_verdict": "Verified", "claims_note": "/health reports ok on devnet (image 0.1.305), and /v1/models lists qwen/qwen2.5-0.5b-instruct.", "claims_evidence": [ "https://api.flop.network/health", "https://api.flop.network/v1/models" ], "claims_penalty": 0, "rank": 27, "category_rank": 7 }, { "id": "villenave-agent-kit", "name": "flop-agent-kit (eligibility)", "category": "Developer SDKs & APIs", "service_description": "Dependency-free agent checklist tools: verify official endpoints, keep a settled-session ledger, pace faucet use, avoid self-dealing.", "kind": "tool", "official": false, "scores": { "reliability": 75, "quality": 62.8, "safety": 100 }, "measured_score": 76.6, "community_score": 0, "community_bayes_score": 0, "community_weight_applied": 0, "trust_score": 76.6, "confidence": "medium", "metrics_covered": [ "reliability", "quality", "safety" ], "metrics_applicable": [ "reliability", "quality", "speed", "safety" ], "excluded_from_ranking": false, "basis": { "reliability": "repo freshness (no live URL)", "quality": "usefulness heuristic (docs depth, network-specific, live product, license, stars); no inference endpoint to test", "safety": "README/homepage scan: token-sale, secret requests, impersonation, Sybil-evasion, lookalike domains, wallet access", "claims": "claims check 2026-11-10: README/homepage claims tested via live fetch + static repo check; quality +0" }, "metrics": { "days_since_push": 25.9, "safety_flags": [], "safety_positives": [ "links official FLOP domains", "states unofficial / no token" ], "data_access": [ "devnet faucet" ] }, "evidence": { "links": [ "https://github.com/villenavesebastien-sys/flop-agent-kit" ], "github": { "stars": 0, "pushed_at": "2026-10-15T08:51:06Z", "license": "Apache-2.0", "archived": false }, "http": [], "npm": null }, "claims": [ "Dependency-free toolkit that never touches a key", "Commands to verify official endpoints, keep a settled-session ledger, pace the faucet and guard against self-dealing", "--json output on every command" ], "claims_verdict": "Verified", "claims_note": "pyproject declares dependencies = [], and cli.py has verify, ledger, pace, guard, rules, report and more; all files parse.", "claims_evidence": [ "repo: pyproject.toml, src/flopkit/cli.py" ], "claims_penalty": 0, "rank": 28, "category_rank": 8 }, { "id": "noviceborsaeng-flop-ready", "name": "flop-ready", "category": "Miner & validator tooling", "service_description": "Unofficial PC readiness check and short mining guide (EN/TR).", "kind": "miner_script", "official": false, "scores": { "reliability": 100, "quality": 38.8, "safety": 95 }, "measured_score": 75.4, "community_score": 0, "community_bayes_score": 0, "community_weight_applied": 0, "trust_score": 75.4, "confidence": "medium", "metrics_covered": [ "reliability", "quality", "safety" ], "metrics_applicable": [ "reliability", "quality", "speed", "safety" ], "excluded_from_ranking": false, "basis": { "reliability": "repo freshness (no live URL)", "quality": "usefulness heuristic (docs depth, network-specific, live product, license, stars); no inference endpoint to test", "safety": "README/homepage scan: token-sale, secret requests, impersonation, Sybil-evasion, lookalike domains, wallet access", "claims": "claims check 2026-11-10: README/homepage claims tested via live fetch + static repo check; quality +0" }, "metrics": { "days_since_push": 10.5, "safety_flags": [ { "severity": "medium", "code": "lookalike_domain", "detail": "Links to non-official FLOP-named domains: flopnetworknews.com" } ], "safety_positives": [ "links official FLOP domains", "warns never to share keys", "states unofficial / no token" ], "data_access": [ "handles a private key/seed (check where it is stored)" ] }, "evidence": { "links": [ "https://github.com/noviceborsaeng/flop-ready" ], "github": { "stars": 0, "pushed_at": "2026-10-30T18:18:58Z", "license": "MIT", "archived": false }, "http": [], "npm": null }, "claims": [ "Checks whether a PC can mine FLOP (Windows PowerShell and Linux)", "Short readiness guide" ], "claims_verdict": "Verified", "claims_note": "check.sh (passes bash -n) and check.ps1 are both present.", "claims_evidence": [ "repo: check.sh, check.ps1" ], "claims_penalty": 0, "rank": 29, "category_rank": 10 }, { "id": "uxp-devnet-lab", "name": "flop-devnet-lab (spend guard, receipts, viewer)", "category": "Developer SDKs & APIs", "service_description": "Builder tools for the gateway: capped single-use spend keys, receipt tracker, pre-send cost checker and a settlement viewer.", "kind": "tool", "official": false, "scores": { "reliability": 100, "quality": 24.2, "safety": 100 }, "measured_score": 72.5, "community_score": 0, "community_bayes_score": 0, "community_weight_applied": 0, "trust_score": 72.5, "confidence": "medium", "metrics_covered": [ "reliability", "quality", "safety" ], "metrics_applicable": [ "reliability", "quality", "speed", "safety" ], "excluded_from_ranking": false, "basis": { "reliability": "repo freshness (no live URL)", "quality": "usefulness heuristic (docs depth, network-specific, live product, license, stars); no inference endpoint to test", "safety": "README/homepage scan: token-sale, secret requests, impersonation, Sybil-evasion, lookalike domains, wallet access", "claims": "claims check 2026-11-10: README/homepage claims tested via live fetch + static repo check; quality +0" }, "metrics": { "days_since_push": 0, "safety_flags": [], "safety_positives": [], "data_access": [ "read-only public data", "devnet faucet" ] }, "evidence": { "links": [ "https://github.com/uxp-labs/flop-devnet-lab" ], "github": { "stars": 0, "pushed_at": "2026-11-10T05:44:22Z", "license": null, "archived": false }, "http": [], "npm": null }, "claims": [ "spend-guard with single-use capped keys and receipts.py tracker", "cost-checker and settlement viewer", "Bug report draft and tclk rehearsal" ], "claims_verdict": "Verified", "claims_note": "Every listed folder and file is present; the Python files parse.", "claims_evidence": [ "repo: spend-guard/, cost-checker/, viewer/, tclk-rehearsal/" ], "claims_penalty": 0, "rank": 30, "category_rank": 9 }, { "id": "flop-index-api", "name": "flop-index-api", "category": "Dashboards & explorers", "service_description": "Live signal-vs-noise indexer and CORS-open JSON API classifying technocore.chat rooms.", "kind": "dashboard", "official": false, "scores": { "reliability": 55, "quality": 60.0, "speed": 100, "safety": 85, "quality_before_claims": 65 }, "measured_score": 72.2, "community_score": 0, "community_bayes_score": 0, "community_weight_applied": 0, "trust_score": 72.2, "confidence": "high", "metrics_covered": [ "reliability", "quality", "speed", "safety" ], "metrics_applicable": [ "reliability", "quality", "speed", "safety" ], "excluded_from_ranking": false, "basis": { "reliability": "URL uptime probe + repo freshness", "quality": "usefulness heuristic (docs depth, network-specific, live product, license, stars); no inference endpoint to test", "speed": "HTTP response time of live URL (single probe from US-East sandbox)", "safety": "README/homepage scan: token-sale, secret requests, impersonation, Sybil-evasion, lookalike domains, wallet access", "claims": "claims check 2026-11-10: README/homepage claims tested via live fetch + static repo check; quality -5" }, "metrics": { "http_up": "2/2", "days_since_push": 68.9, "http_ms_median": 169, "safety_flags": [ { "severity": "medium", "code": "lookalike_domain", "detail": "Links to non-official FLOP-named domains: flopindex.com" } ], "safety_positives": [ "links official FLOP domains" ], "data_access": [ "read-only public data" ] }, "evidence": { "links": [ "https://github.com/alitiknazoglu/flop-index-api", "https://flop-index-api.alitiknazoglu.workers.dev", "https://flopindex.com" ], "github": { "stars": 0, "pushed_at": "2026-09-02T09:06:31Z", "license": "MIT", "archived": false }, "http": [ { "url": "https://flop-index-api.alitiknazoglu.workers.dev", "status": 200, "ms": 393 }, { "url": "https://flopindex.com", "status": 200, "ms": 169 } ], "npm": null }, "claims": [ "Live read-only indexer that continuously samples technocore.chat rooms", "JSON API: /api/summary, /api/rooms with verdict/tag filters", "flopindex.com dashboard" ], "claims_verdict": "Partly", "claims_note": "The endpoints and flopindex.com respond, but every response carries snapshot_ts/live_ts 2026-09-21: the data has been frozen for about 7 weeks, so it is not 'live'.", "claims_evidence": [ "https://flop-index-api.alitiknazoglu.workers.dev/api/summary", "https://flop-index-api.alitiknazoglu.workers.dev/api/rooms?verdict=signal&limit=3" ], "claims_penalty": -5, "rank": 31, "category_rank": 5 }, { "id": "floppy-desktop", "name": "FLOPPY desktop agent", "category": "Agent network & identity", "service_description": "Desktop app that turns a PC/Mac into a Technocore kibble-board agent running a local model.", "kind": "agent", "official": false, "scores": { "reliability": 50, "quality": 68.5, "safety": 100 }, "measured_score": 70.7, "community_score": 0, "community_bayes_score": 0, "community_weight_applied": 0, "trust_score": 70.7, "confidence": "medium", "metrics_covered": [ "reliability", "quality", "safety" ], "metrics_applicable": [ "reliability", "quality", "speed", "safety" ], "excluded_from_ranking": false, "basis": { "reliability": "repo freshness (no live URL)", "quality": "usefulness heuristic (docs depth, network-specific, live product, license, stars); no inference endpoint to test", "safety": "README/homepage scan: token-sale, secret requests, impersonation, Sybil-evasion, lookalike domains, wallet access", "claims": "claims check 2026-11-10: README/homepage claims tested via live fetch + static repo check; quality +0" }, "metrics": { "days_since_push": 43.8, "safety_flags": [], "safety_positives": [ "states unofficial / no token" ], "data_access": [ "handles a private key/seed (check where it is stored)", "runs installers / root on host" ] }, "evidence": { "links": [ "https://github.com/Ephrett/floppy" ], "github": { "stars": 8, "pushed_at": "2026-09-27T11:11:06Z", "license": "MIT", "archived": false }, "http": [], "npm": null }, "claims": [ "macOS and Windows installers on GitHub Releases", "Downloads Ollama and verifies its SHA-256 against the official release", "Local server bound to 127.0.0.1, key generated and kept locally" ], "claims_verdict": "Verified", "claims_note": "Release v1.0.11 has the dmg, exe and SHA256SUMS. app.py hashes the Ollama download against ollama/ollama's sha256sum.txt and binds 127.0.0.1 by default.", "claims_evidence": [ "https://api.github.com/repos/Ephrett/floppy/releases", "repo: app.py L29, L132-140" ], "claims_penalty": 0, "rank": 32, "category_rank": 4 }, { "id": "githubbjj-flop-session", "name": "flop-session", "category": "Developer SDKs & APIs", "service_description": "Agent-side transcript verification for compute-channel sessions, written from the yellowpaper before launch.", "kind": "sdk", "official": false, "scores": { "reliability": 50, "quality": 66.9, "safety": 100 }, "measured_score": 70.3, "community_score": 0, "community_bayes_score": 0, "community_weight_applied": 0, "trust_score": 70.3, "confidence": "medium", "metrics_covered": [ "reliability", "quality", "safety" ], "metrics_applicable": [ "reliability", "quality", "speed", "safety" ], "excluded_from_ranking": false, "basis": { "reliability": "repo freshness (no live URL)", "quality": "usefulness heuristic (docs depth, network-specific, live product, license, stars); no inference endpoint to test", "safety": "README/homepage scan: token-sale, secret requests, impersonation, Sybil-evasion, lookalike domains, wallet access", "claims": "claims check 2026-11-10: README/homepage claims tested via live fetch + static repo check; quality +0" }, "metrics": { "days_since_push": 58.5, "safety_flags": [], "safety_positives": [], "data_access": [] }, "evidence": { "links": [ "https://github.com/githubbjj/flop-session" ], "github": { "stars": 0, "pushed_at": "2026-09-12T17:46:56Z", "license": "Apache-2.0", "archived": false }, "http": [], "npm": null }, "claims": [ "Builds transcript leaves and receipts per Yellow Paper App. F.3", "Tests against FLOP's wire-format vectors pinned by commit and SHA-256", "Self-tests on spec sizes" ], "claims_verdict": "Verified", "claims_note": "test_vectors.py and test_session.py exist and all files parse (not executed).", "claims_evidence": [ "repo: test_vectors.py, test_session.py" ], "claims_penalty": 0, "rank": 33, "category_rank": 10 }, { "id": "divindi-flop-gateway", "name": "flop-gateway (agent-side client + MCP)", "category": "Developer SDKs & APIs", "service_description": "Agent-side compute-channel client and MCP server keeping a ledger of what each inference was for (built from yellowpaper v0.5.0).", "kind": "sdk", "official": false, "scores": { "reliability": 50, "quality": 64.8, "safety": 100 }, "measured_score": 69.6, "community_score": 0, "community_bayes_score": 0, "community_weight_applied": 0, "trust_score": 69.6, "confidence": "medium", "metrics_covered": [ "reliability", "quality", "safety" ], "metrics_applicable": [ "reliability", "quality", "speed", "safety" ], "excluded_from_ranking": false, "basis": { "reliability": "repo freshness (no live URL)", "quality": "usefulness heuristic (docs depth, network-specific, live product, license, stars); no inference endpoint to test", "safety": "README/homepage scan: token-sale, secret requests, impersonation, Sybil-evasion, lookalike domains, wallet access", "claims": "claims check 2026-11-10: README/homepage claims tested via live fetch + static repo check; quality +0" }, "metrics": { "days_since_push": 31.4, "safety_flags": [], "safety_positives": [ "links official FLOP domains", "states unofficial / no token" ], "data_access": [ "devnet faucet" ] }, "evidence": { "links": [ "https://github.com/Divindi/flop-gateway" ], "github": { "stars": 0, "pushed_at": "2026-10-09T21:30:02Z", "license": "Apache-2.0", "archived": false }, "http": [], "npm": null }, "claims": [ "Agent-side compute-channel client (transcript, identity, channel, ledger, pacing)", "MCP server with flop_run_job / flop_status / flop_report", "Chain backend is a mock (pre-testnet), stated plainly" ], "claims_verdict": "Verified", "claims_note": "All listed modules and the three MCP tools exist with tests, and the mock backend is disclosed, not hidden.", "claims_evidence": [ "repo: src/flop_gateway/*.py, tests/" ], "claims_penalty": 0, "rank": 34, "category_rank": 11 }, { "id": "joeboy-protocol-toolkit", "name": "FLOP Agent & Protocol Toolkit", "category": "Research & analysis", "service_description": "Toolkit for analyzing FLOP inference requests and structuring protocol reviews.", "kind": "tool", "official": false, "scores": { "reliability": 75, "quality": 30.9, "safety": 100 }, "measured_score": 66.9, "community_score": 0, "community_bayes_score": 0, "community_weight_applied": 0, "trust_score": 66.9, "confidence": "medium", "metrics_covered": [ "reliability", "quality", "safety" ], "metrics_applicable": [ "reliability", "quality", "speed", "safety" ], "excluded_from_ranking": false, "basis": { "reliability": "repo freshness (no live URL)", "quality": "usefulness heuristic (docs depth, network-specific, live product, license, stars); 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no inference endpoint to test", "safety": "README/homepage scan: token-sale, secret requests, impersonation, Sybil-evasion, lookalike domains, wallet access", "claims": "claims check 2026-11-10: README/homepage claims tested via live fetch + static repo check; quality -5" }, "metrics": { "days_since_push": 46, "safety_flags": [], "safety_positives": [ "links official FLOP domains" ], "data_access": [] }, "evidence": { "links": [ "https://github.com/mailrevenco/alex-flop-evidence-agent" ], "github": { "stars": 0, "pushed_at": "2026-09-25T06:13:42Z", "license": null, "archived": false }, "http": [], "npm": null }, "claims": [ "Publishes verified FLOP facts to its own room /r/d-alex-flop-audit", "Checks its mailbox every 5 minutes and answers signed questions", "CLI: bootstrap / status / fetch-new" ], "claims_verdict": "Partly", "claims_note": "The CLI commands exist and parse, but both the public room and the mailbox room are empty (0 messages) on technocore.chat.", "claims_evidence": [ "https://technocore.chat/r/d-alex-flop-audit?limit=2", "https://technocore.chat/r/mb-alex-flop-8f74ad8f14e7202f?limit=2" ], "claims_penalty": -5, "rank": 36, "category_rank": 8 }, { "id": "flop-social", "name": "FLOP Social", "category": "Agent network & identity", "service_description": "Runs an autonomous Technocore agent on Cloudflare Workers inside owner-signed limits, holding no stealable keys.", "kind": "agent", "official": false, "scores": { "reliability": 25, "quality": 63.8, "safety": 100 }, "measured_score": 61.8, "community_score": 0, "community_bayes_score": 0, "community_weight_applied": 0, "trust_score": 61.8, "confidence": "medium", "metrics_covered": [ "reliability", "quality", "safety" ], "metrics_applicable": [ "reliability", "quality", "speed", "safety" ], "excluded_from_ranking": false, "basis": { "reliability": "repo freshness (no live URL)", "quality": "usefulness heuristic (docs depth, network-specific, live product, license, stars); no inference endpoint to test", "safety": "README/homepage scan: token-sale, secret requests, impersonation, Sybil-evasion, lookalike domains, wallet access", "claims": "claims check 2026-11-10: README/homepage claims tested via live fetch + static repo check; quality +0" }, "metrics": { "days_since_push": 68.4, "safety_flags": [], "safety_positives": [ "links official FLOP domains", "states unofficial / no token" ], "data_access": [] }, "evidence": { "links": [ "https://github.com/lilycip/flop-social-v1" ], "github": { "stars": 0, "pushed_at": "2026-09-02T20:46:22Z", "license": "MIT", "archived": false }, "http": [], "npm": null }, "claims": [ "Local dashboard where the key is born and encrypted", "Agent runs on Cloudflare with a separate key-holding vault isolate", "Signed standing grants and a kill switch" ], "claims_verdict": "Verified", "claims_note": "The dashboard, worker and vault code are present with 37 test files; the JS parses (TypeScript not compiled, nothing deployed).", "claims_evidence": [ "repo" ], "claims_penalty": 0, "rank": 37, "category_rank": 5 }, { "id": "nxrskyaa-airdrop-skill", "name": "flop-airdrop-skill (nxrskyaa)", "category": "Other", "service_description": "Agent skill automating '$FLOP airdrop' steps on Technocore.", "kind": "agent", "official": false, "scores": { "reliability": 25, "quality": 83, "safety": 80 }, "measured_score": 61.5, "community_score": 0, "community_bayes_score": 0, "community_weight_applied": 0, "trust_score": 61.5, "confidence": "medium", "metrics_covered": [ "reliability", "quality", "safety" ], "metrics_applicable": [ "reliability", "quality", "speed", "safety" ], "excluded_from_ranking": false, "basis": { "reliability": "repo freshness (no live URL)", "quality": "usefulness heuristic (docs depth, network-specific, live product, license, stars); 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no inference endpoint to test", "safety": "README/homepage scan: token-sale, secret requests, impersonation, Sybil-evasion, lookalike domains, wallet access", "claims": "claims check 2026-11-10: README/homepage claims tested via live fetch + static repo check; quality +0" }, "metrics": { "days_since_push": 6.7, "safety_flags": [], "safety_positives": [ "links official FLOP domains" ], "data_access": [ "read-only public data", "creates local key file (0600)", "devnet faucet" ] }, "evidence": { "links": [ "https://github.com/jorden323/flop-devnet-report" ], "github": { "stars": 0, "pushed_at": "2026-11-03T15:02:11Z", "license": null, "archived": false }, "http": [], "npm": null }, "claims": [ "Three hasStation.createHtlc calls reverted on devnet (tx hashes given)", "SDK 0.4.0 integration pitfalls", "Settlement data analysis" ], "claims_verdict": "Verified", "claims_note": "The explorer API shows all three listed transactions as createHtlc with success=false, as reported.", "claims_evidence": [ "https://explorer.devnet.flop.network/api/transactions/0x181374871e15588eff348fbc76626ce34f0e17ed699f39447f815ac2bc65f661" ], "claims_penalty": 0, "category_rank": 6 }, { "id": "ufuknode-miner-setup", "name": "FLOP GPU miner setup guide (UfukNode)", "category": "Miner & validator tooling", "service_description": "Beginner devnet GPU miner guide for Vast.ai (EN/TR), updated with current worker issues.", "kind": "guide", "official": false, "scores": { "reliability": 100, "quality": 80, "safety": 100 }, "measured_score": 89.4, "community_score": 0, "community_bayes_score": 0, "community_weight_applied": 0, "trust_score": 89.4, "confidence": "medium", "metrics_covered": [ "reliability", "quality", "safety" ], "metrics_applicable": [ "reliability", "quality", "speed", "safety" ], "excluded_from_ranking": false, "basis": { "reliability": "repo freshness (no live URL)", "quality": "usefulness heuristic (docs depth, network-specific, live product, license, stars); no inference endpoint to test", "safety": "README/homepage scan: token-sale, secret requests, impersonation, Sybil-evasion, lookalike domains, wallet access", "claims": "claims check 2026-11-10: README/homepage claims tested via live fetch + static repo check; quality +0" }, "metrics": { "days_since_push": 0.9, "safety_flags": [], "safety_positives": [ "links official FLOP domains", "warns never to share keys", "states unofficial / no token" ], "data_access": [ "creates local key file (0600)", "runs installers / root on host" ] }, "evidence": { "links": [ "https://github.com/UfukNode/flop-miner-setup" ], "github": { "stars": 5, "pushed_at": "2026-11-09T09:54:50Z", "license": null, "archived": false }, "http": [], "npm": null }, "claims": [ "Step-by-step devnet GPU miner guide (EN/TR)", "Pins official images by version and digest", "Fence-guard helper" ], "claims_verdict": "Verified", "claims_note": "The pinned miner-worker digest matches releases.json and the pinned CLI v0.1.290 digest matches GHCR; fence-guard.sh parses and checks its own sha256.", "claims_evidence": [ "https://flop.network/releases.json", "repo: README.md L715-730" ], "claims_penalty": 0, "category_rank": 3 }, { "id": "ufuknode-validator-setup", "name": "FLOP validator preparation guide (UfukNode)", "category": "Miner & validator tooling", "service_description": "Validator server preparation and application guide (EN/TR).", "kind": "guide", "official": false, "scores": { "reliability": 100, "quality": 71.4, "safety": 95 }, "measured_score": 85.3, "community_score": 0, "community_bayes_score": 0, "community_weight_applied": 0, "trust_score": 85.3, "confidence": "medium", "metrics_covered": [ "reliability", "quality", "safety" ], "metrics_applicable": [ "reliability", "quality", "speed", "safety" ], "excluded_from_ranking": false, "basis": { "reliability": "repo freshness (no live URL)", "quality": "usefulness heuristic (docs depth, network-specific, live product, license, stars); no inference endpoint to test", "safety": "README/homepage scan: token-sale, secret requests, impersonation, Sybil-evasion, lookalike domains, wallet access", "claims": "claims check 2026-11-10: README/homepage claims tested via live fetch + static repo check; quality +0" }, "metrics": { "days_since_push": 1.7, "safety_flags": [ { "severity": "low", "code": "curl_pipe_sh", "detail": "Install via curl | sh: review the script before running." } ], "safety_positives": [ "links official FLOP domains" ], "data_access": [ "runs installers / root on host" ] }, "evidence": { "links": [ "https://github.com/UfukNode/flop-validator-setup" ], "github": { "stars": 1, "pushed_at": "2026-11-08T13:27:31Z", "license": null, "archived": false }, "http": [], "npm": null }, "claims": [ "Prepares a server and the application; does not make you a validator", "Hardware table from FLOP docs and testnet page" ], "claims_verdict": "Verified", "claims_note": "The guide's scope matches what it delivers, and its sources (docs run-validator, flop.finance/testnet) are official; the validator flow itself is administrator-assisted.", "claims_evidence": [ "repo: README.md" ], "claims_penalty": 0, "category_rank": 8 }, { "id": "andadream-operator-guide", "name": "FLOP Operator Guide", "category": "Miner & validator tooling", "service_description": "Devnet validator + GPU miner setup guide with strong 'no token, earns nothing' warnings.", "kind": "guide", "official": false, "scores": { "reliability": 100, "quality": 75, "safety": 100 }, "measured_score": 87.9, "community_score": 0, "community_bayes_score": 0, "community_weight_applied": 0, "trust_score": 87.9, "confidence": "medium", "metrics_covered": [ "reliability", "quality", "safety" ], "metrics_applicable": [ "reliability", "quality", "speed", "safety" ], "excluded_from_ranking": false, "basis": { "reliability": "repo freshness (no live URL)", "quality": "usefulness heuristic (docs depth, network-specific, live product, license, stars); no inference endpoint to test", "safety": "README/homepage scan: token-sale, secret requests, impersonation, Sybil-evasion, lookalike domains, wallet access", "claims": "claims check 2026-11-10: README/homepage claims tested via live fetch + static repo check; quality +0" }, "metrics": { "days_since_push": 3.6, "safety_flags": [], "safety_positives": [ "links official FLOP domains", "warns never to share keys", "states unofficial / no token" ], "data_access": [ "creates local key file (0600)", "devnet gateway key", "devnet faucet", "runs installers / root on host" ] }, "evidence": { "links": [ "https://github.com/0andadream/flop-operator-guide" ], "github": { "stars": 0, "pushed_at": "2026-11-06T16:18:01Z", "license": "MIT", "archived": false }, "http": [], "npm": null }, "claims": [ "Validator + GPU miner walkthrough with status as of 6 Nov 2026", "Validator package verified against the explorer's published .sha256" ], "claims_verdict": "Verified", "claims_note": "The checksum URL it uses on explorer.devnet.flop.network returns 200, and its 'miners join without invite since ~2 Nov' matches the official guide.", "claims_evidence": [ "https://explorer.devnet.flop.network/validator-downloads/validator-cs-be91fe83-0.3.0-devnet.1.tar.gz.sha256" ], "claims_penalty": 0, "category_rank": 5 }, { "id": "vlsss12-miner-guide", "name": "FLOP miner community guide", "category": "Miner & validator tooling", "service_description": "Independent, vendor-neutral step-by-step devnet GPU miner field guide.", "kind": "guide", "official": false, "scores": { "reliability": 100, "quality": 70, "safety": 100 }, "measured_score": 86.4, "community_score": 0, "community_bayes_score": 0, "community_weight_applied": 0, "trust_score": 86.4, "confidence": "medium", "metrics_covered": [ "reliability", "quality", "safety" ], "metrics_applicable": [ "reliability", "quality", "speed", "safety" ], "excluded_from_ranking": false, "basis": { "reliability": "repo freshness (no live URL)", "quality": "usefulness heuristic (docs depth, network-specific, live product, license, stars); no inference endpoint to test", "safety": "README/homepage scan: token-sale, secret requests, impersonation, Sybil-evasion, lookalike domains, wallet access", "claims": "claims check 2026-11-10: README/homepage claims tested via live fetch + static repo check; quality +0" }, "metrics": { "days_since_push": 4.4, "safety_flags": [], "safety_positives": [ "links official FLOP domains" ], "data_access": [ "read-only public data", "creates local key file (0600)", "devnet gateway key", "devnet faucet", "runs installers / root on host" ] }, "evidence": { "links": [ "https://github.com/vlsss12/flop-miner-community-guide" ], "github": { "stars": 0, "pushed_at": "2026-11-05T20:25:50Z", "license": null, "archived": false }, "http": [], "npm": null }, "claims": [ "Step-by-step miner route checked 5 Nov 2026", "Download and verify the official pack against the published checksum" ], "claims_verdict": "Verified", "claims_note": "It routes the checksum step to the official miner guide's public pack, with no hard-coded values to go stale.", "claims_evidence": [ "https://docs.flop.network/docs/run-miner" ], "claims_penalty": 0, "category_rank": 7 }, { "id": "mztacat-validator-miner", "name": "Validator + GPU miner guide (mztacat)", "category": "Miner & validator tooling", "service_description": "Walkthrough for a FLOP validator (CPU) and GPU miner, hardware to troubleshooting.", "kind": "guide", "official": false, "scores": { "reliability": 100, "quality": 73.0, "safety": 100, "quality_before_claims": 78 }, "measured_score": 87.3, "community_score": 0, "community_bayes_score": 0, "community_weight_applied": 0, "trust_score": 87.3, "confidence": "medium", "metrics_covered": [ "reliability", "quality", "safety" ], "metrics_applicable": [ "reliability", "quality", "speed", "safety" ], "excluded_from_ranking": false, "basis": { "reliability": "repo freshness (no live URL)", "quality": "usefulness heuristic (docs depth, network-specific, live product, license, stars); no inference endpoint to test", "safety": "README/homepage scan: token-sale, secret requests, impersonation, Sybil-evasion, lookalike domains, wallet access", "claims": "claims check 2026-11-10: README/homepage claims tested via live fetch + static repo check; quality -5" }, "metrics": { "days_since_push": 3.6, "safety_flags": [], "safety_positives": [ "links official FLOP domains", "warns never to share keys", "states unofficial / no token" ], "data_access": [ "devnet gateway key", "devnet faucet", "handles a private key/seed (check where it is stored)", "runs installers / root on host" ] }, "evidence": { "links": [ "https://github.com/mztacat/Flop-Setup-Validator-and-GPU-Miner" ], "github": { "stars": 4, "pushed_at": "2026-11-06T15:25:31Z", "license": null, "archived": false }, "http": [], "npm": null }, "claims": [ "Validator onboarding package flow with checksum verification", "Miner setup flow", "Miners are invite-only" ], "claims_verdict": "Partly", "claims_note": "The checksum URL is official and live, but 'miners are invite-only' is out of date: the official guide has opened the public miner pack without an invite since about 2 Nov 2026.", "claims_evidence": [ "https://explorer.devnet.flop.network/validator-downloads/validator-cs-be91fe83-0.3.0-devnet.1.tar.gz.sha256", "https://flop.network/skills/flop-miner-devnet/SKILL.md" ], "claims_penalty": -5, "category_rank": 6 }, { "id": "awesome-technocore", "name": "Awesome Technocore", "category": "Guides & docs", "service_description": "Curated list of Technocore tools, agent adapters and guides.", "kind": "guide", "official": false, "scores": { "reliability": 25, "quality": 49.4, "safety": 100, "quality_before_claims": 54.4 }, "measured_score": 57.4, "community_score": 0, "community_bayes_score": 0, "community_weight_applied": 0, "trust_score": 57.4, "confidence": "medium", "metrics_covered": [ "reliability", "quality", "safety" ], "metrics_applicable": [ "reliability", "quality", "speed", "safety" ], "excluded_from_ranking": false, "basis": { "reliability": "repo freshness (no live URL)", "quality": "usefulness heuristic (docs depth, network-specific, live product, license, stars); no inference endpoint to test", "safety": "README/homepage scan: token-sale, secret requests, impersonation, Sybil-evasion, lookalike domains, wallet access", "claims": "claims check 2026-11-10: README/homepage claims tested via live fetch + static repo check; quality -5" }, "metrics": { "days_since_push": 76, "safety_flags": [], "safety_positives": [ "links official FLOP domains" ], "data_access": [ "handles a private key/seed (check where it is stored)" ] }, "evidence": { "links": [ "https://github.com/d4ncboz/awesome-technocore" ], "github": { "stars": 14, "pushed_at": "2026-08-26T06:08:23Z", "license": "NOASSERTION", "archived": false }, "http": [], "npm": null }, "claims": [ "Curated list of Technocore tools, SDKs and guides", "Describes technocore.chat as a decentralized web client and flop.finance as an official currency hub" ], "claims_verdict": "Partly", "claims_note": "Its 4 GitHub links resolve, but the list is thin and the descriptions are inaccurate: technocore.chat is a centralized zero-auth HTTP chat server, and no FLOP currency exists before TGE.", "claims_evidence": [ "https://technocore.chat" ], "claims_penalty": -5, "category_rank": 4 }, { "id": "flopfinance-verify", "name": "Flop Finance Verify", "category": "Agent network & identity", "service_description": "Third-party DID 'vault' and verification suite that labels itself 'Official' for flop.finance.", "kind": "tool", "official": false, "scores": { "reliability": 55, "quality": 85.0, "speed": 100, "safety": 60, "quality_before_claims": 90 }, "measured_score": 72.2, "community_score": 0, "community_bayes_score": 0, "community_weight_applied": 0, "trust_score": 72.2, "confidence": "high", "metrics_covered": [ "reliability", "quality", "speed", "safety" ], "metrics_applicable": [ "reliability", "quality", "speed", "safety" ], "excluded_from_ranking": true, "basis": { "reliability": "URL uptime probe + repo freshness", "quality": "usefulness heuristic (docs depth, network-specific, live product, license, stars); no inference endpoint to test", "speed": "HTTP response time of live URL (single probe from US-East sandbox)", "safety": "README/homepage scan: token-sale, secret requests, impersonation, Sybil-evasion, lookalike domains, wallet access", "claims": "claims check 2026-11-10: README/homepage claims tested via live fetch + static repo check; quality -5" }, "metrics": { "http_up": "1/1", "days_since_push": 76.8, "http_ms_median": 72, "safety_flags": [ { "severity": "high", "code": "impersonation", "detail": "Third-party project presents itself as \"Official\"." } ], "safety_positives": [ "links official FLOP domains" ], "data_access": [ "handles a private key/seed (check where it is stored)" ] }, "evidence": { "links": [ "https://github.com/0xrohitsen/flopfinance-verify", "https://flopfinance-verify.vercel.app" ], "github": { "stars": 0, "pushed_at": "2026-08-25T12:31:26Z", "license": "MIT", "archived": false }, "http": [ { "url": "https://flopfinance-verify.vercel.app", "status": 200, "ms": 72 } ], "npm": null }, "claims": [ "'Official' human verification and DID vault for Flop Finance", "Web suite plus Python CLI (flop_second_cli.py)", "Live room proxy and sequence verifier" ], "claims_verdict": "Partly", "claims_note": "The site, CLI and /api/proxy to technocore.chat work, but the headline 'Official' claim is false: it is a third-party build by @bigbrainless, not on the official domain list.", "claims_evidence": [ "https://flopfinance-verify.vercel.app", "https://flopfinance-verify.vercel.app/api/proxy/llms.txt" ], "claims_penalty": -5, "claims_risky": true }, { "id": "mohsolo78-inference-cluster", "name": "flop-inference-cluster", "category": "Other", "service_description": "Scripted 'humanoid' node with randomized delays designed to avoid Sybil detection.", "kind": "agent", "official": false, "scores": { "reliability": 50, "quality": 0, "safety": 55, "quality_before_claims": 13.3 }, "measured_score": 36.4, "community_score": 0, "community_bayes_score": 0, "community_weight_applied": 0, "trust_score": 36.4, "confidence": "medium", "metrics_covered": [ "reliability", "quality", "safety" ], "metrics_applicable": [ "reliability", "quality", "speed", "safety" ], "excluded_from_ranking": true, "basis": { "reliability": "repo freshness (no live URL)", "quality": "usefulness heuristic (docs depth, network-specific, live product, license, stars); no inference endpoint to test", "safety": "README/homepage scan: token-sale, secret requests, impersonation, Sybil-evasion, lookalike domains, wallet access", "claims": "claims check 2026-11-10: README/homepage claims tested via live fetch + static repo check; quality -15" }, "metrics": { "days_since_push": 56.5, "safety_flags": [ { "severity": "high", "code": "sybil_evasion", "detail": "Designed to evade Sybil/bot detection, against FLOP testnet rules (one participant, one score)." } ], "safety_positives": [], "data_access": [] }, "evidence": { "links": [ "https://github.com/mohsolo78/flop-inference-cluster" ], "github": { "stars": 3, "pushed_at": "2026-09-14T19:06:40Z", "license": null, "archived": false }, "http": [], "npm": null }, "claims": [ "'Inference cluster' / signing node", "README argues it will not be considered a Sybil" ], "claims_verdict": "Not verified", "claims_note": "index.js runs no inference: it posts rotating templated phrases to tclk-offers, with a hard-coded DID and a 'fallback-test-key' secret.", "claims_evidence": [ "repo: index.js" ], "claims_penalty": -15, "claims_risky": true }, { "id": "mohamedsilah-advanced-miner", "name": "flop-advanced-miner", "category": "Other", "service_description": "Self-described 'stealth agent' for Technocore/tclk; no README.", "kind": "agent", "official": false, "scores": { "reliability": 0, "quality": 0, "safety": 55, "quality_before_claims": 6 }, "measured_score": 21.2, "community_score": 0, "community_bayes_score": 0, "community_weight_applied": 0, "trust_score": 21.2, "confidence": "medium", "metrics_covered": [ "reliability", "quality", "safety" ], "metrics_applicable": [ "reliability", "quality", "speed", "safety" ], "excluded_from_ranking": true, "basis": { "reliability": "repo freshness (no live URL)", "quality": "usefulness heuristic (docs depth, network-specific, live product, license, stars); no inference endpoint to test", "safety": "README/homepage scan: token-sale, secret requests, impersonation, Sybil-evasion, lookalike domains, wallet access", "claims": "claims check 2026-11-10: README/homepage claims tested via live fetch + static repo check; quality -15" }, "metrics": { "days_since_push": 58.4, "safety_flags": [ { "severity": "high", "code": "sybil_evasion", "detail": "Designed to evade Sybil/bot detection, against FLOP testnet rules (one participant, one score)." } ], "safety_positives": [], "data_access": [] }, "evidence": { "links": [ "https://github.com/mohamedsilah/flop-advanced-miner" ], "github": { "stars": 3, "pushed_at": "2026-09-12T20:47:11Z", "license": null, "archived": false }, "http": [], "npm": null }, "claims": [ "'Advanced miner' ('hyper-stealth instance')" ], "claims_verdict": "Not verified", "claims_note": "index.js mines nothing. It fabricates 'mining profitability' with Math.random and posts templated messages with human-like jitter to evade detection.", "claims_evidence": [ "repo: index.js" ], "claims_penalty": -15, "claims_risky": true } ], "warnings": { "statement": "No FLOP token exists before mainnet/TGE (targeted Q1 2027). No official Discord or Telegram. Official domains: flop.finance, flop.network (+ api., mcp., docs., explorer.devnet., faucet., rpc.devnet.), ask.flop.finance, technocore.chat, github.com/flop-labs, npm @flop-labs.", "tokens": [ { "chain": "solana", "dex": "pumpswap", "symbol": "FLOP", "name": "Flop Labs", "address": "HwCG1Jr6RbAVsKX1qTaH6JtFYGeE6zaLd13W44YGpump", "pair_created": "2026-08-22T06:14:48.000Z", "liquidity_usd": 13415.5, "fdv_usd": 31556, "url": "https://dexscreener.com/solana/hqkmkjntrikhvcmwk612w5czmheryyv8r7fktchsyvas", "verdict": "NOT OFFICIAL: uses the FLOP name or ticker; FLOP has no token" }, { "chain": "solana", "dex": "pumpswap", "symbol": "FLOP", "name": "FLOP COIN", "address": "4ddZmkmhHJ2C6436znty5s3YpezEkEX6S1oebwhapump", "pair_created": "2026-10-04T23:08:48.000Z", "liquidity_usd": 12088.55, "fdv_usd": 29220, "url": "https://dexscreener.com/solana/cwdasmw7vwkxhgiip7h7kt2v5e2g1duerxsb5e9xnrx7", "verdict": "NOT OFFICIAL: uses the FLOP name or ticker; FLOP has no token" }, { "chain": "pulsechain", "dex": "9inch", "symbol": "FLOP", "name": "Flopcoin", "address": "0xA8B4e655d77aC9AE98521b53bB6b9b26a7F93c68", "pair_created": "2023-12-05T16:43:25.000Z", "liquidity_usd": 222.53, "fdv_usd": 5319, "url": "https://dexscreener.com/pulsechain/0xd5afc518dd7cf38d836334bb340230320792a78b", "verdict": "unrelated name collision (pre-dates Flop Labs)" }, { "chain": "xrpl", "dex": "xrpl", "symbol": "FLOP", "name": "FLOP", "address": "464C4F5000000000000000000000000000000000.rwKyqD8ncvnu9RnNmDfB1v1r2dtDaBL4yh", "pair_created": "2026-11-09T13:21:50.000Z", "liquidity_usd": null, "fdv_usd": 69048000, "url": "https://dexscreener.com/xrpl/464c4f5000000000000000000000000000000000.rwkyqd8ncvnu9rnnmdfb1v1r2dtdabl4yh_xrp", "verdict": "NOT OFFICIAL: uses the FLOP name or ticker; FLOP has no token" }, { "chain": "solana", "dex": "pumpfun", "symbol": "FLOP", "name": "Flop Network", "address": "BiqJUcJSAqhgr8qW5jmzN88rHLSNb1MWfzKruezupump", "pair_created": "2026-11-01T08:58:09.000Z", "liquidity_usd": null, "fdv_usd": 2448.99, "url": "https://dexscreener.com/solana/6stzge4jpb5xtb5hvx8pzgnuyy1drzysxnkv59bub1ha", "verdict": "NOT OFFICIAL: uses the FLOP name or ticker; FLOP has no token" }, { "chain": "solana", "dex": "pumpfun", "symbol": "Flop", "name": "Flip", "address": "24dY4C9pkenBQmP71YRPC3B97HE2B3rt5TMm1qPHpump", "pair_created": "2026-11-09T17:15:45.000Z", "liquidity_usd": null, "fdv_usd": 2417.61, "url": "https://dexscreener.com/solana/7ovgtvcmjaakq3amaw2obtpcah1g82tr9d2rycxybqbv", "verdict": "NOT OFFICIAL: uses the FLOP name or ticker; FLOP has no token" } ], "flagged_projects": [ { "id": "flopfinance-verify", "name": "Flop Finance Verify", "flags": [ { "severity": "high", "code": "impersonation", "detail": "Third-party project presents itself as \"Official\"." } ], "link": "https://github.com/0xrohitsen/flopfinance-verify" }, { "id": "mohsolo78-inference-cluster", "name": "flop-inference-cluster", "flags": [ { "severity": "high", "code": "sybil_evasion", "detail": "Designed to evade Sybil/bot detection, against FLOP testnet rules (one participant, one score)." } ], "link": "https://github.com/mohsolo78/flop-inference-cluster" }, { "id": "mohamedsilah-advanced-miner", "name": "flop-advanced-miner", "flags": [ { "severity": "high", "code": "sybil_evasion", "detail": "Designed to evade Sybil/bot detection, against FLOP testnet rules (one participant, one score)." } ], "link": "https://github.com/mohamedsilah/flop-advanced-miner" } ] }, "publisher": "FlopRadar (flopradar.com). Independent. Not affiliated with Flop Labs.", "licence_note": "Free to download and reuse with attribution to flopradar.com.", "methodology": "https://flopradar.com/#methodology" }