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226 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 101 | asya-chat-ui asya-ai/asya-chat-ui activate_cowork_documentcode_executioncreate_cowork_document+12 | 15 | 2026-07-28+ | 49/100 | F |
| 102 | awesome-skills theneoai/awesome-skills analyze_scriptsapply_gerrit_permissionsassess_functionality+5 | 8 | 2026-07-28+ |
| 49/100 |
| F |
| 103 | iai-personal-memory-engine CodeAbra/iai-personal-memory-engine claim_checkcuriosity_pendingepisodes_recent+12 | 15 | 2025-06-18+ | 49/100 | F |
| 104 | icon-mcp-server mimiya525-cloud/icon-mcp-server generate_iconsearch_icons | 2 | 2026-07-28+ | 49/100 | F |
| 105 | infino-mcp infino-ai/infino-mcp infino_sql | 1 | 2026-07-28+ | 49/100 | F |
| 106 | local_flow haelyons/local_flow add_sourcelist_sourcesquery_context+1 | 4 | <=2025-11-25 | 49/100 | F |
| 107 | Langchain-Chatchat Kestrong/Langchain-Chatchat built_in_toolschat_routerchild_tools+5 | 8 | <=2025-11-25 | 48/100 | F |
| 108 | agent Fischlvor/agent calculateget_weathersearch_knowledge_base+1 | 4 | <=2025-11-25 | 48/100 | F |
| 109 | ai-development-tools-mcp blairmichaelg/ai-development-tools-mcp analyze_code_metricsanalyze_code_qualityanalyze_code_structure+20 | 23 | <=2025-11-25 | 48/100 | F |
| 110 | codemogger glommer/codemogger indexlistmcp+1 | 4 | 2026-07-28+ | 47/100 | F |
| 111 | gradio-mcp-agent-hack CodeHalwell/gradio-mcp-agent-hack create_operationemit_erroremit_log+10 | 13 | <=2025-11-25 | 47/100 | F |
| 112 | memory-mcp michael-denyer/memory-mcp consolidate_memoriesdb_maintenancedelete_memory+9 | 12 | <=2025-11-25 | 47/100 | F |
| 113 | organon andrii-su/organon archivecleancontext+17 | 20 | <=2025-11-25 | 47/100 | F |
| 114 | unified-blueprint sert-xx/unified-blueprint ubp-fulltext-searchubp-get-contextubp-get-graph+3 | 6 | <=2025-11-25 | 47/100 | F |
| 115 | LLM-AI-Project ninhnguyen01/LLM-AI-Project addlist_dirmultiply+3 | 6 | 2026-07-28+ | 46/100 | F |
| 116 | PikoChan neur0map/PikoChan chatconfigcron+10 | 13 | <=2025-11-25 | 46/100 | F |
| 117 | SentinelRAG deepanshu-Raj/SentinelRAG search_hybrid | 1 | 2026-07-28+ | 46/100 | F |
| 118 | install-x DuinoDu/install-x installis_supported | 2 | 2026-07-28+ | 46/100 | F |
| 119 | mcp-projects SrGrace/mcp-projects addanalyze_tickerget_ticker_info+6 | 9 | 2026-07-28+ | 46/100 | F |
| 120 | mcp-servers neutree-ai/mcp-servers convert-hf-model-to-cataloggenerate-controllergenerate-resource-type-file+2 | 5 | <=2025-11-25 | 46/100 | F |
| 121 | memtomem memtomem/memtomem mem_domem_listmem_read+4 | 7 | 2026-07-28+ | 46/100 | F |
| 122 | rag-mcp zivshek/rag-mcp get_godot_context | 1 | 2026-07-28+ | 46/100 | F |
| 123 | tools drazenzadravec/tools MathJS_MathExpressionEvaluatorSymPy_MathExpressionEvaluator | 2 | 2026-07-28+ | 46/100 | F |
| 124 | MCP_Server_For_VectorDB saishshinde15/MCP_Server_For_VectorDB answer_questionrag_pipelinesearch_vector_store+1 | 4 | <=2025-11-25 | 45/100 | F |
| 125 | PDFMathTranslate bapikumarb1/PDFMathTranslate translate_pdf | 1 | <=2025-11-25 | 45/100 | F |
| 126 | boltzgen_mcp MacromNex/boltzgen_mcp boltzgen_cancel_jobboltzgen_check_statusboltzgen_configure_queue+5 | 8 | <=2025-11-25 | 45/100 | F |
| 127 | cobo uec-i4s/cobo search | 1 | 2026-07-28+ | 45/100 | F |
| 128 | deep-research-mcp Hajime-Y/deep-research-mcp archive_searchdeep_researchfind+7 | 10 | <=2025-11-25 | 45/100 | F |
| 129 | kb-mcp-server Geeksfino/kb-mcp-server qaretrievesearch | 3 | <=2025-11-25 | 45/100 | F |
| 130 | mcp-florence2 jkawamoto/mcp-florence2 captionocrprocess | 3 | 2026-07-28+ | 45/100 | F |
| 131 | CyClaw cgfixit/CyClaw finish_proposalhybrid_searchlist_workspace+8 | 11 | 2026-07-28+ | 44/100 | F |
| 132 | agent-generator ruslanmv/agent-generator matrix_checkmatrix_commitmatrix_plan_batch+3 | 6 | 2026-07-28+ | 44/100 | F |
| 133 | chatbot Eaguilarc/chatbot chat:create-sessionchat:delete-sessionchat:get-service-status+3 | 6 | <=2025-11-25 | 44/100 | F |
| 134 | claude-context-local shreyashKilledar1/claude-context-local get_project_infoindex_directorylist_projects+1 | 4 | <=2025-11-25 | 44/100 | F |
| 135 | MCP-RAG-Server bhavya314/MCP-RAG-Server add_documentquery_documents | 2 | 2026-07-28+ | 43/100 | F |
| 136 | MCP-SERVERS ArghyaHT/MCP-SERVERS delete_contextget_contextlist_contexts+4 | 7 | 2026-07-28+ | 43/100 | F |
| 137 | blockbench-mcp-project jasonjgardner/blockbench-mcp-project albedo_to_normalfal_gpt_imageresize_to_atlas+1 | 4 | 2026-07-28+ | 43/100 | F |
| 138 | jiki teilomillet/jiki addconcatdivide+2 | 5 | <=2025-11-25 | 43/100 | F |
| 139 | MCP-Server Prasann3/MCP-Server semantic_search | 1 | <=2025-11-25 | 42/100 | F |
| 140 | Polymind Remy2404/Polymind DELETE /webapp/chat/sessions/{session_id}GET /healthGET /webapp/chat/sessions+14 | 17 | 2026-07-28+ | 42/100 | F |
| 141 | agentic_rag_mcp saichitti24/agentic_rag_mcp google_searchlocal_rag | 2 | 2026-07-28+ | 42/100 | F |
| 142 | arg-parser Alcyone-Labs/arg-parser addaddecho+3 | 6 | 2025-06-18+ | 42/100 | F |
| 143 | canopy riskytrees/canopy change_canopy_flowget_canopy_status | 2 | 2026-07-28+ | 42/100 | F |
| 144 | chungoid chungoid/chungoid analyze_historical_patternsanalyze_patterns_and_learnapply_learning_recommendations+16 | 19 | 2026-07-28+ | 42/100 | F |
| 145 | ifc-bonsai-mcp Show2Instruct/ifc-bonsai-mcp apply_style_to_objectcapture_blender_3dviewport_screenshotcapture_blender_window_screenshot+52 | 55 | <=2025-11-25 | 42/100 | F |
| 146 | mcp-for-docs qdrant/mcp-for-docs qdrant_search | 1 | <=2025-11-25 | 42/100 | F |
| 147 | mcp-server-251215 hello3590-gif/mcp-server-251215 calculatorgeocodegreet+1 | 4 | 2025-06-18+ | 42/100 | F |
| 148 | AutoMCP jroakes/AutoMCP RestApiTool | 1 | <=2025-11-25 | 41/100 | F |
| 149 | BJTU-STU-MCP ymzhang-cs/BJTU-STU-MCP get_gs_paper_listget_hf_paper_listget_rag_search+9 | 12 | 2026-07-28+ | 41/100 | F |
| 150 | Friendantial mirulili/Friendantial backtest/simulatebasic_analysis/news-sentiment/{stock_code}basic_analysis/recommendations+7 | 10 | <=2025-11-25 | 41/100 | F |