The MCP hub › Trust leaderboard › AI & ML
Independent A–F trust grades for AI & ML MCP servers — security, spec conformance, reliability, tool hygiene, and transparency, re-checked continuously for drift and rug-pulls. 126 ranked.
| # | Grade | MCP server | Category | Score | Tools | Checked |
|---|---|---|---|---|---|---|
| 1 | A | npm:@ai-dossier/mcp-server | AI & ML | 96 | 18 | 9d ago |
| 2 | A | npm:@contextium/mcp-server | AI & ML | 95 | 1 | 7d ago |
| 3 | A | npm:@ikenga/mcp-iyke | AI & ML | 95 | 30 | 1d ago |
| 4 | A | npm:@samik081/mcp-komodo | AI & ML | 95 | 5 | 2d ago |
| 5 | A | npm:autonomad-travel | AI & ML | 95 | 14 | 19d ago |
| 6 | A | npm:wso2-docs-mcp-server | AI & ML | 95 | 4 | 3h ago |
| 7 | A | npm:@sidclaw/sdk | AI & ML | 93 | 0 | 21d ago |
| 8 | A- | pypi:anonymize-mcp | AI & ML | 92 | 6 | 10d ago |
| 9 | A- | pypi:imagine-mcp | AI & ML | 92 | 4 | 13d ago |
| 10 | A- | pypi:stata-mcp | AI & ML | 92 | 0 | 9d ago |
| 11 | A- | pypi:steam-mcp | AI & ML | 92 | 9 | 27d ago |
| 12 | A- | cache.api.ainode.tech | AI & ML | 91 | 2 | 2d ago |
| 13 | A- | codex-reset.com | AI & ML | 91 | 3 | 2d ago |
| 14 | A- | is-real-biz.is-real-biz.workers.dev | AI & ML | 91 | 1 | 8d ago |
| 15 | A- | npm:@r16t/multimodal-mcp | AI & ML | 91 | 6 | 1d ago |
| 16 | A- | npm:aem-mcp-server | AI & ML | 91 | 1 | 1d ago |
| 17 | A- | npm:anki-mcp-server | AI & ML | 91 | 17 | 5d ago |
| 18 | A- | npm:atom-mcp-server | AI & ML | 91 | 0 | 10d ago |
| 19 | A- | npm:twitterapi-io-mcp | AI & ML | 91 | 12 | 10d ago |
| 20 | A- | pypi:imagin-studio-api-docs-mcp | AI & ML | 91 | 1 | 1d ago |
| 21 | A- | npm:@gogogadgetbytes/smart-connections-mcp | AI & ML | 90 | 7 | 10d ago |
| 22 | A- | npm:nelly-elephant-mcp | AI & ML | 90 | 4 | 10d ago |
| 23 | A- | pypi:embgrep | AI & ML | 90 | 4 | 1mo ago |
| 24 | A- | smartipedia.com | AI & ML | 90 | 7 | 25d ago |
| 25 | B+ | npm:@calypsohq/multimodal-rag-mcp-server | AI & ML | 89 | 0 | 5h ago |
| 26 | B+ | npm:@cyanheads/calculator-mcp-server | AI & ML | 89 | 1 | 5d ago |
| 27 | B+ | npm:@gsep/mcp | AI & ML | 89 | 0 | 8d ago |
| 28 | B+ | npm:@hookwarden/mcp | AI & ML | 89 | 0 | 5d ago |
| 29 | B+ | npm:@j0hanz/fetch-url-mcp | AI & ML | 89 | 0 | 6d ago |
| 30 | B+ | npm:activitypub-mcp | AI & ML | 89 | 0 | 10d ago |
| 31 | B+ | api.filegraph.ai | AI & ML | 88 | 9 | 23h ago |
| 32 | B+ | npm:@khalidsaidi/ragmap-mcp | AI & ML | 88 | 1 | 24d ago |
| 33 | B+ | npm:@mcp-z/mcp-sheets | AI & ML | 88 | 0 | 6d ago |
| 34 | B+ | npm:@mhrj/whatsapp-mcp | AI & ML | 88 | 3 | 10d ago |
| 35 | B+ | npm:conkurrence | AI & ML | 88 | 0 | 10d ago |
| 36 | B+ | npm:context-first-mcp | AI & ML | 88 | 1 | 14d ago |
| 37 | B+ | npm:pqs-mcp-server | AI & ML | 88 | 3 | 25d ago |
| 38 | B+ | pypi:mcp-luma | AI & ML | 88 | 2 | 10d ago |
| 39 | B+ | pypi:mcp-okx | AI & ML | 88 | 11 | 1d ago |
| 40 | B+ | pypi:mcp-seedream-pro | AI & ML | 88 | 3 | 1d ago |
| 41 | B+ | pypi:mcp-serp | AI & ML | 88 | 5 | 10d ago |
| 42 | B+ | pypi:mcp-sora | AI & ML | 88 | 2 | 1mo ago |
| 43 | B+ | pypi:mcp-veo | AI & ML | 88 | 3 | 14d ago |
| 44 | B+ | pypi:mcp-vods | AI & ML | 88 | 6 | 1d ago |
| 45 | B+ | pypi:nexustoken-sdk | AI & ML | 88 | 12 | 9d ago |
| 46 | B+ | pypi:rag-knowledge-mcp | AI & ML | 88 | 5 | 10d ago |
| 47 | B+ | pypi:semanticapi-mcp | AI & ML | 88 | 3 | 9d ago |
| 48 | B+ | pypi:velocirag | AI & ML | 88 | 5 | 1mo ago |
| 49 | B+ | url-pdf.hammbox.com | AI & ML | 88 | 5 | 10d ago |
| 50 | B+ | npm:@cyanheads/macos-mcp-server | AI & ML | 87 | 0 | 2d ago |
| 51 | B+ | pypi:btp-mcp-server | AI & ML | 87 | 12 | 10d ago |
| 52 | B+ | pypi:cathedral-mcp | AI & ML | 87 | 6 | 23d ago |
| 53 | B+ | pypi:codabench-mcp | AI & ML | 87 | 16 | 1mo ago |
| 54 | B+ | pypi:expense-mcp | AI & ML | 87 | 10 | 12d ago |
| 55 | B+ | pypi:mcp-bookmark-server-preedew | AI & ML | 87 | 2 | 18d ago |
| 56 | B+ | pypi:quredec-mcp | AI & ML | 87 | 3 | 10d ago |
| 57 | B+ | pypi:vaultit | AI & ML | 87 | 10 | 1mo ago |
| 58 | B | npm:@decantr/mcp-server | AI & ML | 86 | 0 | 10d ago |
| 59 | B | npm:@lfidele/agentstorefront-mcp | AI & ML | 86 | 5 | 10d ago |
| 60 | B | npm:@prompt-ot/mcp | AI & ML | 86 | 1 | 7d ago |
| 61 | B | npm:@rcs-kz/bitrix24-mcp | AI & ML | 86 | 0 | 10d ago |
| 62 | B | pypi:astrodynamics-mcp | AI & ML | 86 | 0 | 10d ago |
| 63 | B | pypi:methods-mcp | AI & ML | 86 | 0 | 1mo ago |
| 64 | B | npm:ask-codex-mcp | AI & ML | 85 | 5 | 2d ago |
| 65 | B | npm:ios-sim-mcp | AI & ML | 85 | 1 | 2d ago |
| 66 | B | npm:nakkas | AI & ML | 85 | 1 | 17d ago |
| 67 | B | npm:prompt-to-asset | AI & ML | 85 | 25 | 5d ago |
| 68 | B | npm:rippr-mcp | AI & ML | 85 | 3 | 1mo ago |
| 69 | B | npm:searxng-deepdive | AI & ML | 85 | 5 | 1d ago |
| 70 | B | pypi:ocultar-claude-mcp | AI & ML | 85 | 0 | 17d ago |
| 71 | B | npm:slashvibe-mcp | AI & ML | 84 | 1 | 10d ago |
| 72 | B | estimator-mcp.justfix.app | AI & ML | 83 | 3 | 1mo ago |
| 73 | B | npm:@fulcrum-governance/sdk | AI & ML | 83 | 0 | 6d ago |
| 74 | B | npm:ai-cli-mcp | AI & ML | 83 | 0 | 21d ago |
| 75 | B | npm:deepseek-mcp-server | AI & ML | 83 | 0 | 10d ago |
| 76 | B | npm:understanding-graph | AI & ML | 83 | 0 | 9d ago |
| 77 | B | pypi:filesift | AI & ML | 83 | 4 | 17d ago |
| 78 | B | pypi:locus-mcp | AI & ML | 83 | 0 | 10d ago |
| 79 | B | pypi:mcp-aemps | AI & ML | 83 | 0 | 9d ago |
| 80 | B | pypi:rememb | AI & ML | 83 | 0 | 19d ago |
| 81 | B- | npm:@antonbabenko/deliberation-mcp | AI & ML | 82 | 0 | 10d ago |
| 82 | B- | npm:massed-compute-mcp | AI & ML | 82 | 0 | 5d ago |
| 83 | B- | npm:mup-mcp-server | AI & ML | 82 | 8 | 8d ago |
| 84 | B- | pypi:fcp-mcp | AI & ML | 82 | 0 | 21d ago |
| 85 | B- | npm:sic-codes-mcp | AI & ML | 81 | 0 | 10d ago |
| 86 | B- | pypi:markdown-vault-mcp | AI & ML | 81 | 9 | 1d ago |
| 87 | B- | pypi:mcp-bookmark-server | AI & ML | 81 | 2 | 1d ago |
| 88 | B- | npm:@mukundakatta/citecite-mcp | AI & ML | 80 | 4 | 8d ago |
| 89 | B- | pypi:humane-proxy | AI & ML | 80 | 0 | 10d ago |
| 90 | C+ | pypi:chatspatial | AI & ML | 79 | 0 | 5d ago |
| 91 | C+ | pypi:markgrab | AI & ML | 79 | 0 | 6d ago |
| 92 | C+ | pypi:the13f-mcp | AI & ML | 79 | 9 | 17d ago |
| 93 | C+ | pypi:fish-bridge-mcp | AI & ML | 78 | 0 | 1d ago |
| 94 | C+ | pypi:jitapi | AI & ML | 78 | 0 | 18d ago |
| 95 | C+ | pypi:scout-intel-mcp | AI & ML | 78 | 0 | 9d ago |
| 96 | C | npm:@imagin.studio/api-docs-mcp | AI & ML | 76 | 0 | 22d ago |
| 97 | C | pypi:pinrag | AI & ML | 76 | 0 | 1d ago |
| 98 | C | npm:dingdawg-legal-agent | AI & ML | 75 | 1 | 1mo ago |
| 99 | C | npm:local-skills-mcp | AI & ML | 75 | 4 | 20d ago |
| 100 | C | pypi:hrevn-mcp-server | AI & ML | 75 | 0 | 7d ago |
| 101 | C | npm:plasmate | AI & ML | 74 | 1 | 6d ago |
| 102 | C | pypi:goldenmatch | AI & ML | 74 | 0 | 1mo ago |
| 103 | C | pypi:omniglyph | AI & ML | 73 | 0 | 17d ago |
| 104 | C- | npm:@avclabs.ai/enhance-mcp | AI & ML | 72 | 3 | 23d ago |
| 105 | C- | npm:@eigenart/agentshield-mcp | AI & ML | 72 | 2 | 24d ago |
| 106 | C- | npm:@mindstone/mcp-server-retell-ai | AI & ML | 72 | 1 | 1mo ago |
| 107 | C- | npm:ejentum-mcp | AI & ML | 72 | 9 | 1mo ago |
| 108 | C- | npm:mindvalley-products-mcp | AI & ML | 72 | 4 | 10d ago |
| 109 | C- | pypi:mcpsafetywarden | AI & ML | 72 | 0 | 10d ago |
| 110 | C- | huggingface.co | AI & ML | 70 | 0 | 8d ago |
| 111 | C- | npm:@nerdydata/mcp | AI & ML | 70 | 8 | 1d ago |
| 112 | C- | npm:@shukashake/mcp | AI & ML | 70 | 4 | 1mo ago |
| 113 | C- | npm:agentvault-mcp | AI & ML | 70 | 4 | 1mo ago |
| 114 | C- | pypi:mcparmory-ragie | AI & ML | 70 | 0 | 1mo ago |
| 115 | D | api.inference.sh | AI & ML | 69 | 0 | 1d ago |
| 116 | D | pypi:obris-mcp | AI & ML | 68 | 0 | 1mo ago |
| 117 | D | api.lexvector.eu | AI & ML | 66 | 0 | 2d ago |
| 118 | D | mcp.gpt.social | AI & ML | 66 | 0 | 1mo ago |
| 119 | D | mcp.vectoropsai.com | AI & ML | 66 | 0 | 1mo ago |
| 120 | D | npm:@agentskb/cli | AI & ML | 65 | 3 | 1mo ago |
| 121 | D | npm:@drbaher/sign-cli | AI & ML | 62 | 19 | 1mo ago |
| 122 | D | npm:flatland-setup | AI & ML | 61 | 1 | 10d ago |
| 123 | D | pypi:aicoreutils | AI & ML | 61 | 0 | 10d ago |
| 124 | F | pypi:mcp-context-server | AI & ML | 57 | 0 | 1mo ago |
| 125 | F | npm:@glassbox-framework/mcp | AI & ML | 55 | 1 | 1mo ago |
| 126 | F | medical-rag-mcp-test-513943347567.europe-west1.run.app | AI & ML | 0 | 0 | 1mo ago |
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