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488 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | AnyLoom-AnythingLLM-Local-AI-agentic-DyTopo-swarm Intradyne/AnyLoom-AnythingLLM-Local-AI-agentic-DyTopo-swarm rag_file_inforag_reindexrag_search+5 | 8 | <=2025-11-25 | 49/100 | F |
| 2 | GitPilot-MCP Divyanshu-hash/GitPilot-MCP apply_patchcheck_for_conflictsclone_repo |
| 15 |
| 2026-07-28+ |
| 49/100 |
| F |
| 3 | TySVA AstraBert/TySVA deepsearch_tooldocumentation_search_tool | 2 | 2026-07-28+ | 49/100 | F |
| 4 | agentic-task-system renezander030/agentic-task-system ats_createats_findats_get+5 | 8 | 2026-07-28+ | 49/100 | F |
| 5 | agriculture-chatbot ShipDreams/agriculture-chatbot execute_sqlget_object_detailslist_objects+1 | 4 | 2026-07-28+ | 49/100 | F |
| 6 | ai-browser pihapi/ai-browser clickextract_linksextract_text+8 | 11 | 2026-07-28+ | 49/100 | F |
| 7 | ai-docs-vector-db-hybrid-scraper BjornMelin/ai-docs-vector-db-hybrid-scraper add_documentanalyze_contentclear_cache+15 | 18 | 2025-06-18+ | 49/100 | F |
| 8 | conductor-mcp-server bensleveritt/conductor-mcp-server chatcodereviewconsensus+6 | 9 | 2026-07-28+ | 49/100 | F |
| 9 | crawlforge-mcp mysleekdesigns/crawlforge-mcp agentanalyze_contentbatch_scrape+28 | 31 | 2025-06-18+ | 49/100 | F |
| 10 | lore attila/lore lore_listlore_read_patternlore_search+2 | 5 | 2026-07-28+ | 49/100 | F |
| 11 | mcp-foundry flux-x/mcp-foundry retrieve | 1 | 2026-07-28+ | 49/100 | F |
| 12 | mcp-mem0-docker biojazzard/mcp-mem0-docker memory_deletememory_get_allmemory_save+1 | 4 | <=2025-11-25 | 49/100 | F |
| 13 | mcp-server-ollama-deep-researcher Cam10001110101/mcp-server-ollama-deep-researcher configureget_statusresearch | 3 | 2026-07-28+ | 49/100 | F |
| 14 | mcp-server-qdrant ocontant/mcp-server-qdrant qdrant-findqdrant-store | 2 | <=2025-11-25 | 49/100 | F |
| 15 | mcp-tools GMouaad/mcp-tools CompileCSharpClassConvertBase64ImageToMermaidConvertImageToMermaid+5 | 8 | <=2025-11-25 | 49/100 | F |
| 16 | mem0-mcp tensakulabs/mem0-mcp add_memorydelete_memoryget_entity+3 | 6 | 2026-07-28+ | 49/100 | F |
| 17 | multi-agent-mcp pengfeiyu112/multi-agent-mcp calculatelist_supported_formatsparse_document+3 | 6 | <=2025-11-25 | 49/100 | F |
| 18 | multi-agent-mcp-server adrianzevenster/multi-agent-mcp-server addecholist_capabilities+3 | 6 | <=2025-11-25 | 49/100 | F |
| 19 | EcoSupplyAI pritom169/EcoSupplyAI calculate_esg_scoreforecast_emissionsgenerate_report+7 | 10 | <=2025-11-25 | 48/100 | F |
| 20 | MCP-Servers Seif-Yasser-Ahmed/MCP-Servers edit_doc_contentsread_doc_contents | 2 | <=2025-11-25 | 48/100 | F |
| 21 | MCP-Servers balaji1233/MCP-Servers summarize_wikipedia_article | 1 | 2026-07-28+ | 48/100 | F |
| 22 | MCP-examples pingcy/MCP-examples add_numbersadd_numberscalculate+12 | 15 | 2026-07-28+ | 48/100 | F |
| 23 | MCP_Catalog Swissbit92/MCP_Catalog brave_web_searchexecute_swapfetch_url+11 | 14 | 2026-07-28+ | 48/100 | F |
| 24 | NexusMind Oskarlso/NexusMind get_ticket_statusretriever_search | 2 | 2026-07-28+ | 48/100 | F |
| 25 | Sicry dublen5269/Sicry sicry_asksicry_check_enginessicry_check_tor+6 | 9 | <=2025-11-25 | 48/100 | F |
| 26 | aether-agent takzen/aether-agent get_aether_morning_briefget_latest_aether_thoughts | 2 | 2026-07-28+ | 48/100 | F |
| 27 | ai-concepts dilumdarshana/ai-concepts convertCurrencygetDatabaseSchemaqueryDatabase | 3 | 2026-07-28+ | 48/100 | F |
| 28 | comfy-headless mcp-tool-shop-org/comfy-headless analyze_promptbuild_3d_workflowbuild_audio_separation_workflow+50 | 53 | 2026-07-28+ | 48/100 | F |
| 29 | gen-ai-template FranzDiebold/gen-ai-template calculate_sumget_weather | 2 | 2026-07-28+ | 48/100 | F |
| 30 | jarvis-assistant-vocal sosoj92/jarvis-assistant-vocal ajouter_appcall_with_messagelaunch_app | 3 | <=2025-11-25 | 48/100 | F |
| 31 | lance-mcp adiom-data/lance-mcp all_chunks_searchcatalog_searchchunks_search | 3 | 2026-07-28+ | 48/100 | F |
| 32 | marktoflow marktoflow/marktoflow core.logcore.writeFileworkflow.fail+5 | 8 | <=2025-11-25 | 48/100 | F |
| 33 | mcp-ollama-local vladimiracunadev-create/mcp-ollama-local grep_textlist_filessystem_info | 3 | 2026-07-28+ | 48/100 | F |
| 34 | mcp-server obione94/mcp-server getEmployeeCountByCompanyNamegetResidenceCountByClientName | 2 | 2026-07-28+ | 48/100 | F |
| 35 | mcp_py_exam istanadodan/mcp_py_exam addlist_filessearch | 3 | 2026-07-28+ | 48/100 | F |
| 36 | mcp_server_framework Lapeyus/mcp_server_framework convert_markdown_to_htmlget_cwdget_cwd+5 | 8 | <=2025-11-25 | 48/100 | F |
| 37 | qdrant-fabric ry-ops/qdrant-fabric qdrant_db_collections_createqdrant_db_collections_deleteqdrant_db_collections_exists+27 | 30 | <=2025-11-25 | 48/100 | F |
| 38 | second-brain mshtawythug/second-brain brain_backlinksbrain_briefbrain_connect_accept+12 | 15 | 2026-07-28+ | 48/100 | F |
| 39 | smart_stats JairJosafath/smart_stats add_stat_to_dbget_user_id_by_usernameget_users_from_db | 3 | 2026-07-28+ | 48/100 | F |
| 40 | symbiont-sdk-js ThirdKeyAI/symbiont-sdk-js downloadSignedToolgetAnalysisgetReviewQueue+6 | 9 | 2026-07-28+ | 48/100 | F |
| 41 | techlead jayehmke/techlead consult_tech_leadreview_code | 2 | 2026-07-28+ | 48/100 | F |
| 42 | Augmentorium wangdangel/Augmentorium graphlist_projectsproject+2 | 5 | 2025-06-18+ | 47/100 | F |
| 43 | Cursor-history-MCP Nossim/Cursor-history-MCP health_checksearch_chat_history | 2 | 2026-07-28+ | 47/100 | F |
| 44 | MCP_CLI_CODEX PushPullCommitPush/MCP_CLI_CODEX codex_profilescodex_resumecodex_run+3 | 6 | 2026-07-28+ | 47/100 | F |
| 45 | MCP_Tool_Code_Interpreter_Generator SwetaAIS2024/MCP_Tool_Code_Interpreter_Generator analyze_json_schema_from_samplesapply_child_outputbuild_child_input+12 | 15 | <=2025-11-25 | 47/100 | F |
| 46 | Ollqd leomarviegas/Ollqd delete_collectionindex_codebaseindex_documents+2 | 5 | 2026-07-28+ | 47/100 | F |
| 47 | Telegram-AI-MCP-Assistant-Bot shettysaish20/Telegram-AI-MCP-Assistant-Bot addadd_columnsadd_rows+33 | 36 | <=2025-11-25 | 47/100 | F |
| 48 | ai-counsel blueman82/ai-counsel deliberateget_file_treeget_quality_metrics+6 | 9 | <=2025-11-25 | 47/100 | F |
| 49 | cleverchatty Gelembjuk/cleverchatty custom__get_notification_typescustom__notification_feedbackcustom__subscribe_notifications | 3 | 2026-07-28+ | 47/100 | F |
| 50 | codebase-mcp Ravenight13/codebase-mcp create_taskget_taskindex_repository+3 | 6 | <=2025-11-25 | 47/100 | F |