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63 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | GitPilot-MCP Divyanshu-hash/GitPilot-MCP apply_patchcheck_for_conflictsclone_repo+12 | 15 | 2026-07-28+ | 49/100 | F |
| 2 |
| TySVA AstraBert/TySVA deepsearch_tooldocumentation_search_tool |
| 2 |
| 2026-07-28+ |
| 49/100 |
| F |
| 3 | 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 |
| 4 | multi-agent-mcp pengfeiyu112/multi-agent-mcp calculatelist_supported_formatsparse_document+3 | 6 | <=2025-11-25 | 49/100 | F |
| 5 | symbiont-sdk-js ThirdKeyAI/symbiont-sdk-js downloadSignedToolgetAnalysisgetReviewQueue+6 | 9 | 2026-07-28+ | 48/100 | F |
| 6 | Ollqd leomarviegas/Ollqd delete_collectionindex_codebaseindex_documents+2 | 5 | 2026-07-28+ | 47/100 | F |
| 7 | gobby GobbyAI/gobby Skillcall_tooledit+6 | 9 | 2026-07-28+ | 47/100 | F |
| 8 | mcp catalystneuro/mcp get_current_timeprocess_itemsreturn_string+1 | 4 | 2026-07-28+ | 47/100 | F |
| 9 | gno-rag alanrsoares/gno-rag get_documentlist_documentslist_documents_by_category | 3 | <=2025-11-25 | 46/100 | F |
| 10 | mcp-servers-and-devcontainers semut-project/mcp-servers-and-devcontainers indexCodebasesearchCodebase | 2 | 2026-07-28+ | 46/100 | F |
| 11 | SSW.Rules.Mcp jernejk/SSW.Rules.Mcp get_category_rulesget_recent_rulesget_rule+2 | 5 | <=2025-11-25 | 45/100 | F |
| 12 | aio-mcp athapong/aio-mcp maps_directionsmaps_geocodingmaps_location_search+3 | 6 | <=2025-11-25 | 45/100 | F |
| 13 | mcp-server-datapizza mat1312/mcp-server-datapizza query_datapizza | 1 | <=2025-11-25 | 45/100 | F |
| 14 | bsl-mcp rsyuzyov/bsl-mcp list_ibssearch_code | 2 | <=2025-11-25 | 44/100 | F |
| 15 | qdrant-mcp-server mhalder/qdrant-mcp-server add_documentsdelete_collectiondelete_documents+8 | 11 | <=2025-11-25 | 44/100 | F |
| 16 | CodeCompass alvinveroy/CodeCompass agent_querygenerate_suggestionget_changelog+6 | 9 | <=2025-11-25 | 43/100 | F |
| 17 | PYTHON-Agent-MCP AdamSobieraj/PYTHON-Agent-MCP get_s3_markdown_documentget_s3_markdown_document_rangequery_knowledge_base+3 | 6 | <=2025-11-25 | 43/100 | F |
| 18 | qdrant-loader martin-papy/qdrant-loader | 0 | 2026-07-28+ | 43/100 | F |
| 19 | qdrant-mcp-server steiner385/qdrant-mcp-server collection_infosearchstore | 3 | <=2025-11-25 | 43/100 | F |
| 20 | RustCoder cardea-mcp/RustCoder compilecompile_and_fixgenerate | 3 | 2026-07-28+ | 42/100 | F |
| 21 | mcp-for-docs qdrant/mcp-for-docs qdrant_search | 1 | <=2025-11-25 | 42/100 | F |
| 22 | mcp-server-semantic-analysis fwornle/mcp-server-semantic-analysis determine_insightsheartbeattest_connection | 3 | <=2025-11-25 | 42/100 | F |
| 23 | Streamlit-AI-Portfolio ambideXtrous9/Streamlit-AI-Portfolio DuckDuckGoSearchairbnb_searchretrieve_context | 3 | <=2025-11-25 | 41/100 | F |
| 24 | deep-research lorenzofavaro/deep-research get_arxiv_papersearch_arxivtavily-search | 3 | <=2025-11-25 | 41/100 | F |
| 25 | mcp-codebase-insight tosin2013/mcp-codebase-insight analyze-patternsdetect-architectureget-metrics+1 | 4 | 2026-07-28+ | 41/100 | F |
| 26 | NeoCoder-neo4j-ai-workflow angrysky56/NeoCoder-neo4j-ai-workflow get_action_templateget_best_practicesget_guidance_hub+12 | 15 | <=2025-11-25 | 40/100 | F |
| 27 | mcp-ardaglobal-code ardaglobal/mcp-ardaglobal-code analyze_code_qualityfind_service_locationget_auth_systems+8 | 11 | <=2025-11-25 | 40/100 | F |
| 28 | gaianet-node GaiaNet-AI/gaianet-node createQdrantCollectiondecryptKeystoredeleteQdrantCollection+6 | 9 | 2026-07-28+ | 39/100 | F |
| 29 | vibe-ukis UkisAI/vibe-ukis chainlit_databasefirecrawl_databasehow_to_chainlit+6 | 9 | 2026-07-28+ | 39/100 | F |
| 30 | codeweaver knitli/codeweaver call_tool_bulkfind_code | 2 | <=2025-11-25 | 38/100 | F |
| 31 | mcp-server aekanun2020/mcp-server add_directoryadd_documentationexecute_query+5 | 8 | <=2025-11-25 | 38/100 | F |
| 32 | YAMS Saturate/YAMS AgentBashEdit+7 | 10 | <=2025-11-25 | 37/100 | F |
| 33 | AI4Semantics-MCP-server SEMICeu/AI4Semantics-MCP-server add_attributeadd_classadd_connector+8 | 11 | 2026-07-28+ | 36/100 | F |
| 34 | codescout mareurs/codescout __probe_description_cap__approve_writeartifact+21 | 24 | <=2025-11-25 | 36/100 | F |
| 35 | mcp-rag-application souravarya07/mcp-rag-application firecrawl_web_search_toolpython_faq_retrieval_tool | 2 | 2026-07-28+ | 36/100 | F |
| 36 | n8n-nodes-qdrant qdrant/n8n-nodes-qdrant batchUpdatePointsclearPayloadcollectionExists+24 | 27 | 2026-07-28+ | 35/100 | F |
| 37 | DIY_MCP_SERVER jashwanthpj/DIY_MCP_SERVER prompts/getresources/readtools/call | 3 | <=2025-11-25 | 34/100 | F |
| 38 | Geny CocoRoF/Geny confluence_pageconfluence_searchconfluence_write+37 | 40 | 2026-07-28+ | 34/100 | F |
| 39 | MCP_servers_and_a2a_utils anjijava16/MCP_servers_and_a2a_utils entity_extraction_and_graph_creation | 1 | 2026-07-28+ | 33/100 | F |
| 40 | Full_Stack_AI_with_Python SAKET-SK/Full_Stack_AI_with_Python get_weathertranslate_to_frenchtranslate_to_spanish | 3 | 2026-07-28+ | 32/100 | F |
| 41 | open-news-mcp rv64m/open-news-mcp list_categorieslist_filter_metadatalist_source_names+5 | 8 | <=2025-11-25 | 32/100 | F |
| 42 | Agentic-AI-AGNO Anshul261/Agentic-AI-AGNO anthropic_claude_inferenceazure_openai_inferencecerebras_inference+20 | 23 | 2026-07-28+ | 29/100 | F |
| 43 | code-explorer mareurs/code-explorer __probe_description_cap__approve_writecall_graph+20 | 23 | <=2025-11-25 | 29/100 | F |
| 44 | mchp-mcp-core jonzo97/mchp-mcp-core AbbreviationExpander.expandAbbreviationExpander.expand_queryAbbreviationExpander.get_expansion+13 | 16 | 2026-07-28+ | 29/100 | F |
| 45 | mcp-hub blaxel-ai/mcp-hub | 0 | 2026-07-28+ | 29/100 | F |
| 46 | Sphraiva Codibex/Sphraiva CheckoutBranchInDevContainerAsyncCleanupDevContainerAsyncCloneRepositoryInDevContainerAsync+4 | 7 | 2025-06-18+ | 28/100 | F |
| 47 | langchain-playground chrisleekr/langchain-playground fetch_and_analyze_logsgenerate_log_nrql_querygenerate_trace_logs_query+8 | 11 | <=2025-11-25 | 27/100 | F |
| 48 | workspace-qdrant-mcp ChrisGVE/workspace-qdrant-mcp | 0 | 2026-07-28+ | 27/100 | F |
| 49 | mcp-fs-server bramburn/mcp-fs-server clear_indexget_file_contextindex_repository+3 | 6 | <=2025-11-25 | 25/100 | F |
| 50 | roblox-engine-api-docs-mcp noahwillcrow/roblox-engine-api-docs-mcp | 0 | 2026-07-28+ | 16/100 | F |