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45 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | mcp-doc-search OtmanGX/mcp-doc-search list_supported_librariesregister_new_librarysearch_docs | 3 | 2026-07-28+ | 71/100 |
| B |
| 2 | googlecloud-documentation-mcp axelaspor2/googlecloud-documentation-mcp read_documentationsearch_documentation | 2 | <=2025-11-25 | 63/100 | C |
| 3 | anthropic-docs-mcp-ts julianoczkowski/anthropic-docs-mcp-ts fetch_docsearch_anthropic_docs | 2 | 2026-07-28+ | 62/100 | C |
| 4 | nothumanallowed adoslabsproject-gif/nothumanallowed calendar_createcalendar_datecalendar_delete+29 | 32 | 2026-07-28+ | 61/100 | C |
| 5 | Horizon Thysrael/Horizon hz_enrich_itemshz_fetch_itemshz_filter_items+8 | 11 | 2026-07-28+ | 60/100 | C |
| 6 | swift-mcp-server gzaal/swift-mcp-server apple_docs_populateapple_docs_searchapple_docsets_import+14 | 17 | 2026-07-28+ | 60/100 | C |
| 7 | agntk Phoenixrr2113/agntk ast_grep_replaceast_grep_searchbackground+18 | 21 | <=2025-11-25 | 56/100 | D |
| 8 | sage-agent sagebynature/sage-agent calculatefile_editgit_branch+9 | 12 | 2026-07-28+ | 56/100 | D |
| 9 | Autosearch 0xmariowu/Autosearch citation_addcitation_createcitation_export+18 | 21 | <=2025-11-25 | 55/100 | D |
| 10 | Misaka-Cipher Aethvion/Misaka-Cipher add_effectbridgefetch_url+23 | 26 | 2026-07-28+ | 55/100 | D |
| 11 | AlperAI Pedal0/AlperAI search_animation_resourcessearch_documentationsearch_frontend_components+2 | 5 | <=2025-11-25 | 54/100 | D |
| 12 | light-research-mcp Code-Hex/light-research-mcp duckduckgo_web_searchextract_contentgithub_code_search | 3 | 2026-07-28+ | 54/100 | D |
| 13 | metadata-mcp autoget-project/metadata-mcp fetchfind_by_imdb_idsearch_japanese_porn+6 | 9 | 2026-07-28+ | 54/100 | D |
| 14 | ninja-cli-mcp angkira/ninja-cli-mcp agent_analyzeagent_exec_commandagent_jobs_overview+11 | 14 | 2026-07-28+ | 54/100 | D |
| 15 | mcp-course EnkrateiaLucca/mcp-course addcompany_faqcreate_chart+21 | 24 | 2026-07-28+ | 52/100 | D |
| 16 | movie-embeddings-visualizer rashed-alkhathlan/movie-embeddings-visualizer fetch_page_contentfind_similar_moviesresearch+1 | 4 | <=2025-11-25 | 52/100 | D |
| 17 | ai-research-agent-mcp prabureddy/ai-research-agent-mcp create_evaluationcreate_research_runexecute_code+10 | 13 | <=2025-11-25 | 51/100 | D |
| 18 | shodhRAG varun29ankuS/shodhRAG chat_with_codebasecreate_taskget_document_chunks+13 | 16 | <=2025-11-25 | 51/100 | D |
| 19 | Agent-Scrivener Keerthivasan-Venkitajalam/Agent-Scrivener extract_contentformat_citationget_page_metadata+2 | 5 | <=2025-11-25 | 49/100 | F |
| 20 | Chef-agent OmNagvekar/Chef-agent execute_pythongraph_queryingest_url_to_graph+2 | 5 | <=2025-11-25 | 49/100 | F |
| 21 | duckduckgo-mcp mersdev/duckduckgo-mcp add_noteread_notessearch_azure_docs+2 | 5 | 2026-07-28+ | 48/100 | F |
| 22 | AI_Agent_with_MCP zayedrais/AI_Agent_with_MCP analyze_dataaskgenerate_code+1 | 4 | <=2025-11-25 | 47/100 | F |
| 23 | FastSkills nj19257/FastSkills install_cloud_skilllist_skillssearch_cloud_skills | 3 | 2026-07-28+ | 47/100 | F |
| 24 | openai-mcp arthurcolle/openai-mcp CodeAnalyzeEditGenerateImage+7 | 10 | <=2025-11-25 | 46/100 | F |
| 25 | chatvideo-yucut laozuzhen/chatvideo-yucut browser_closebrowser_navigatebrowser_screenshot+4 | 7 | <=2025-11-25 | 45/100 | F |
| 26 | development-tools-mcp-server dominic-codespoti/development-tools-mcp-server analyze-code-symbolread-webpagesearch-web | 3 | <=2025-11-25 | 45/100 | F |
| 27 | youtube-free-deep-research-cli usemanusai/youtube-free-deep-research-cli background_service_startbackground_service_statusbackground_service_stop+19 | 22 | 2026-07-28+ | 43/100 | F |
| 28 | Simple-MCP Dannyso05/Simple-MCP get_docs | 1 | 2026-07-28+ | 42/100 | F |
| 29 | amazon-q-gpt-mcp-server JMRMEDEV/amazon-q-gpt-mcp-server chat_with_agentget_agent_statusreset_conversation | 3 | <=2025-11-25 | 42/100 | F |
| 30 | AI-VIBE-CLI-PYTHON mk-knight23/AI-VIBE-CLI-PYTHON rag_index | 1 | <=2025-11-25 | 41/100 | F |
| 31 | ProbeCode xiyuanyang-code/ProbeCode create_filecreate_folderdelete_item+8 | 11 | 2026-07-28+ | 40/100 | F |
| 32 | shipit_agent shipiit/shipit_agent add_numbersbrowser_usecompound_interest+13 | 16 | 2026-07-28+ | 40/100 | F |
| 33 | Agentic-AI dunky-star/Agentic-AI chatdownload_and_extract_repoenv_content+5 | 8 | 2026-07-28+ | 36/100 | F |
| 34 | sample-Advanced-Strands-Agents-with-MCP aws-samples/sample-Advanced-Strands-Agents-with-MCP calculatoreditorfile_read+13 | 16 | <=2025-11-25 | 36/100 | F |
| 35 | Geny CocoRoF/Geny confluence_pageconfluence_searchconfluence_write+37 | 40 | 2026-07-28+ | 34/100 | F |
| 36 | plannerHacker ADP-1/plannerHacker call_a_toolcall_toolexecute_shell_command+5 | 8 | 2026-07-28+ | 32/100 | F |
| 37 | corvid-agent CorvidLabs/corvid-agent | 0 | 2026-07-28+ | 28/100 | F |
| 38 | minimal-article-agent oalles/minimal-article-agent determineDocOutlinedraftArticleextractTopics+3 | 6 | 2026-07-28+ | 24/100 | F |
| 39 | VibeUE kevinpbuckley/VibeUE capture_imagedeep_researchdiscover_python_class+2 | 5 | <=2025-11-25 | 21/100 | F |
| 40 | mcpsafetywarden gautamvarmadatla/mcpsafetywarden check_server_driftdiscover_serversget_security_scan+8 | 11 | 2026-07-28+ | 21/100 | F |
| 41 | QuokkaAgent StanleyPrime/QuokkaAgent | 0 | 2026-07-28+ | 20/100 | F |
| 42 | m365-copilot-companion-mcp MasayukiTa/m365-copilot-companion-mcp append_filecall_toolcreate_directory+20 | 23 | 2026-07-28+ | 14/100 | F |
| 43 | cognis-digital cognis-digital/cognis-digital ddg_searchfetch_feedgoogle_news_rss+3 | 6 | 2026-07-28+ | 0/100 | F |
| 44 | magpie-search xfloukiex-lab/magpie-search list_sessionsrecentreindex+3 | 6 | 2026-07-28+ | 0/100 | F |
| 45 | mcp-server-documentation PicardRaphael/mcp-server-documentation get_docs | 1 | 2026-07-28+ | 0/100 | F |