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130 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 51 | mcp-codesearch michaelkrauty/mcp-codesearch cleanup_orphanscode_searchdelete_collection+9 | 12 | <=2025-11-25 | 55/100 | D |
| 52 | mcp-roo-memory mcasdfgf/mcp-roo-memory |
| 15 |
| <=2025-11-25 |
| 55/100 |
| D |
| 53 | Kaimon.jl kahliburke/Kaimon.jl agent_closeagent_governor_statusagent_interrupt+9 | 12 | <=2025-11-25 | 54/100 | D |
| 54 | knot raultov/knot explore_filefind_callerslist_files+3 | 6 | 2026-07-28+ | 54/100 | D |
| 55 | localmind fedcal/localmind analyzeDiffbuildRegexchat+22 | 25 | 2026-07-28+ | 54/100 | D |
| 56 | mcp-server RanisMinsafin/mcp-server find_classfind_kafka_listenersfind_method+3 | 6 | 2026-07-28+ | 54/100 | D |
| 57 | autodev-codebase anrgct/autodev-codebase additionoutline_codebasesearch_codebase | 3 | 2025-06-18+ | 53/100 | D |
| 58 | cherry-evals marinone94/cherry-evals get_datasethybrid_search_exampleslist_datasets+2 | 5 | <=2025-11-25 | 53/100 | D |
| 59 | codebase-contextifier-9000 jarmentor/codebase-contextifier-9000 get_statsget_symbolsindex_repository+2 | 5 | <=2025-11-25 | 53/100 | D |
| 60 | files-db-mcp randomm/files-db-mcp get_collection_statsget_file_contentget_model_info+2 | 5 | <=2025-11-25 | 53/100 | D |
| 61 | heimdall-mcp-server lcbcFoo/heimdall-mcp-server delete_memories_by_tagsdelete_memorymemory_status+3 | 6 | <=2025-11-25 | 52/100 | D |
| 62 | mcp-code-snippets qdrant/mcp-code-snippets lookup-snippet | 1 | 2026-07-28+ | 52/100 | D |
| 63 | AIStack-MCP mjdevaccount/AIStack-MCP analyze_change_impactanalyze_code_patternsanalyze_patterns+3 | 6 | <=2025-11-25 | 51/100 | D |
| 64 | agent-zot Claudiusvs/agent-zot fetchsearchzot_daemon_status+6 | 9 | 2026-07-28+ | 51/100 | D |
| 65 | mcp-constraint-monitor fwornle/mcp-constraint-monitor check_constraintsget_constraint_statusget_violation_history+1 | 4 | <=2025-11-25 | 51/100 | D |
| 66 | n8n-fabric ry-ops/n8n-fabric credential_createcredential_deletecredential_list+23 | 26 | 2026-07-28+ | 51/100 | D |
| 67 | coder_db angrysky56/coder_db calculate_cyclomatic_complexitycalculate_doc_coveragecreate_coder_collection+8 | 11 | <=2025-11-25 | 50/100 | D |
| 68 | GitPilot-MCP Divyanshu-hash/GitPilot-MCP apply_patchcheck_for_conflictsclone_repo+12 | 15 | 2026-07-28+ | 49/100 | F |
| 69 | TySVA AstraBert/TySVA deepsearch_tooldocumentation_search_tool | 2 | 2026-07-28+ | 49/100 | F |
| 70 | 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 |
| 71 | multi-agent-mcp pengfeiyu112/multi-agent-mcp calculatelist_supported_formatsparse_document+3 | 6 | <=2025-11-25 | 49/100 | F |
| 72 | symbiont-sdk-js ThirdKeyAI/symbiont-sdk-js downloadSignedToolgetAnalysisgetReviewQueue+6 | 9 | 2026-07-28+ | 48/100 | F |
| 73 | Ollqd leomarviegas/Ollqd delete_collectionindex_codebaseindex_documents+2 | 5 | 2026-07-28+ | 47/100 | F |
| 74 | gobby GobbyAI/gobby Skillcall_tooledit+6 | 9 | 2026-07-28+ | 47/100 | F |
| 75 | mcp catalystneuro/mcp get_current_timeprocess_itemsreturn_string+1 | 4 | 2026-07-28+ | 47/100 | F |
| 76 | gno-rag alanrsoares/gno-rag get_documentlist_documentslist_documents_by_category | 3 | <=2025-11-25 | 46/100 | F |
| 77 | mcp-servers-and-devcontainers semut-project/mcp-servers-and-devcontainers indexCodebasesearchCodebase | 2 | 2026-07-28+ | 46/100 | F |
| 78 | SSW.Rules.Mcp jernejk/SSW.Rules.Mcp get_category_rulesget_recent_rulesget_rule+2 | 5 | <=2025-11-25 | 45/100 | F |
| 79 | aio-mcp athapong/aio-mcp maps_directionsmaps_geocodingmaps_location_search+3 | 6 | <=2025-11-25 | 45/100 | F |
| 80 | mcp-server-datapizza mat1312/mcp-server-datapizza query_datapizza | 1 | <=2025-11-25 | 45/100 | F |
| 81 | bsl-mcp rsyuzyov/bsl-mcp list_ibssearch_code | 2 | <=2025-11-25 | 44/100 | F |
| 82 | qdrant-mcp-server mhalder/qdrant-mcp-server add_documentsdelete_collectiondelete_documents+8 | 11 | <=2025-11-25 | 44/100 | F |
| 83 | CodeCompass alvinveroy/CodeCompass agent_querygenerate_suggestionget_changelog+6 | 9 | <=2025-11-25 | 43/100 | F |
| 84 | 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 |
| 85 | qdrant-loader martin-papy/qdrant-loader | 0 | 2026-07-28+ | 43/100 | F |
| 86 | qdrant-mcp-server steiner385/qdrant-mcp-server collection_infosearchstore | 3 | <=2025-11-25 | 43/100 | F |
| 87 | RustCoder cardea-mcp/RustCoder compilecompile_and_fixgenerate | 3 | 2026-07-28+ | 42/100 | F |
| 88 | mcp-for-docs qdrant/mcp-for-docs qdrant_search | 1 | <=2025-11-25 | 42/100 | F |
| 89 | mcp-server-semantic-analysis fwornle/mcp-server-semantic-analysis determine_insightsheartbeattest_connection | 3 | <=2025-11-25 | 42/100 | F |
| 90 | Streamlit-AI-Portfolio ambideXtrous9/Streamlit-AI-Portfolio DuckDuckGoSearchairbnb_searchretrieve_context | 3 | <=2025-11-25 | 41/100 | F |
| 91 | deep-research lorenzofavaro/deep-research get_arxiv_papersearch_arxivtavily-search | 3 | <=2025-11-25 | 41/100 | F |
| 92 | mcp-codebase-insight tosin2013/mcp-codebase-insight analyze-patternsdetect-architectureget-metrics+1 | 4 | 2026-07-28+ | 41/100 | F |
| 93 | NeoCoder-neo4j-ai-workflow angrysky56/NeoCoder-neo4j-ai-workflow get_action_templateget_best_practicesget_guidance_hub+12 | 15 | <=2025-11-25 | 40/100 | F |
| 94 | mcp-ardaglobal-code ardaglobal/mcp-ardaglobal-code analyze_code_qualityfind_service_locationget_auth_systems+8 | 11 | <=2025-11-25 | 40/100 | F |
| 95 | gaianet-node GaiaNet-AI/gaianet-node createQdrantCollectiondecryptKeystoredeleteQdrantCollection+6 | 9 | 2026-07-28+ | 39/100 | F |
| 96 | vibe-ukis UkisAI/vibe-ukis chainlit_databasefirecrawl_databasehow_to_chainlit+6 | 9 | 2026-07-28+ | 39/100 | F |
| 97 | codeweaver knitli/codeweaver call_tool_bulkfind_code | 2 | <=2025-11-25 | 38/100 | F |
| 98 | mcp-server aekanun2020/mcp-server add_directoryadd_documentationexecute_query+5 | 8 | <=2025-11-25 | 38/100 | F |
| 99 | YAMS Saturate/YAMS AgentBashEdit+7 | 10 | <=2025-11-25 | 37/100 | F |
| 100 | AI4Semantics-MCP-server SEMICeu/AI4Semantics-MCP-server add_attributeadd_classadd_connector+8 | 11 | 2026-07-28+ | 36/100 | F |