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127 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 51 | Friendantial mirulili/Friendantial backtest/simulatebasic_analysis/news-sentiment/{stock_code}basic_analysis/recommendations+7 | 10 | <=2025-11-25 | 41/100 | F |
| 52 | best-practices-mcp edouardp/best-practices-mcp pqsoft_read_docspqsoft_recommend_docspqsoft_search_docs |
| 3 |
| 2026-07-28+ |
| 41/100 |
| F |
| 53 | mcp-codebase-insight tosin2013/mcp-codebase-insight analyze-patternsdetect-architectureget-metrics+1 | 4 | 2026-07-28+ | 41/100 | F |
| 54 | mcp-hfspace evalstate/mcp-hfspace available-filesdynamic_endpoint_toolssearch-spaces | 3 | 2026-07-28+ | 41/100 | F |
| 55 | mcpstack-urbanmapper MCP-Pipeline/mcpstack-urbanmapper um_build_pipeline_codeum_explain_primitiveum_get_example_code+6 | 9 | 2026-07-28+ | 41/100 | F |
| 56 | MaxKB 1Panel-dev/MaxKB tool-lib-nodetool-nodetool-start-node+1 | 4 | 2026-07-28+ | 40/100 | F |
| 57 | gemini-cli-rag-mcp pedarias/gemini-cli-rag-mcp gemini_cli_query_tool | 1 | 2026-07-28+ | 40/100 | F |
| 58 | mcp-rag astro-informatics/mcp-rag retrieve | 1 | 2026-07-28+ | 40/100 | F |
| 59 | moondream-mcp NightTrek/moondream-mcp analyze_imageanalyze_webpagetest | 3 | 2026-07-28+ | 40/100 | F |
| 60 | open-webui open-webui/open-webui ask_user | 1 | 2026-07-28+ | 40/100 | F |
| 61 | pixelmemory pixeltable/pixelmemory manage_tasks | 1 | <=2025-11-25 | 40/100 | F |
| 62 | GithubCopilotCLI-VectorMemoryMCP BrainSlugs83/GithubCopilotCLI-VectorMemoryMCP vector_reindexvector_search | 2 | 2026-07-28+ | 39/100 | F |
| 63 | MCP_Server LilianRage/MCP_Server add_worksheetanalyze_with_llmcheck_excel_status+9 | 12 | <=2025-11-25 | 39/100 | F |
| 64 | cntx whaleen/cntx agent/discoveragent/investigateagent/query+10 | 13 | 2026-07-28+ | 39/100 | F |
| 65 | ai-marketing-platform nomad3/ai-marketing-platform create_ad_campaigngenerate_contentget_campaign_roi+2 | 5 | 2026-07-28+ | 38/100 | F |
| 66 | precis-mcp retospect/precis-mcp deleteeditget+5 | 8 | 2026-07-28+ | 38/100 | F |
| 67 | srag wrxck/srag embedgenerateload_model+5 | 8 | <=2025-11-25 | 38/100 | F |
| 68 | advance-fraud-analyst Johnza06/advance-fraud-analyst credit_risk_toolkyc_fraud_toolsanctions_pep_tool+1 | 4 | 2026-07-28+ | 37/100 | F |
| 69 | claude-code-skills almeidamarcell/claude-code-skills AgentAskUserQuestionBash+7 | 10 | 2026-07-28+ | 37/100 | F |
| 70 | imagesorcery-mcp sunriseapps/imagesorcery-mcp blurchange_colorconfig+14 | 17 | <=2025-11-25 | 37/100 | F |
| 71 | mcp-subtitle gaoyifan/mcp-subtitle cancel_subtitlesget_subtitles | 2 | <=2025-11-25 | 37/100 | F |
| 72 | mcp-win-control alphabet-jumpfish/mcp-win-control copy_filecreate_directorydelete_file+7 | 10 | 2026-07-28+ | 37/100 | F |
| 73 | private-knowledge-agent Annyfee/private-knowledge-agent list_local_filesread_local_filesearch_local_knowledge | 3 | <=2025-11-25 | 37/100 | F |
| 74 | vision-mcp shenghungKuan/vision-mcp gen_imagegen_text_overlay | 2 | 2026-07-28+ | 37/100 | F |
| 75 | Agentic-AI dunky-star/Agentic-AI chatdownload_and_extract_repoenv_content+5 | 8 | 2026-07-28+ | 36/100 | F |
| 76 | MCP-Server abhinavjain1110/MCP-Server analyzeCodeexplainCodefindBug+3 | 6 | <=2025-11-25 | 36/100 | F |
| 77 | alibabacloud-tablestore-mcp-server aliyun/alibabacloud-tablestore-mcp-server add_memoriesdelete_all_memorieslist_memories+3 | 6 | <=2025-11-25 | 36/100 | F |
| 78 | colabradoodle leonvanbokhorst/colabradoodle barkdiscover_serversget_description+3 | 6 | <=2025-11-25 | 36/100 | F |
| 79 | comfyui-mcp artokun/comfyui-mcp | 0 | 2026-07-28+ | 36/100 | F |
| 80 | mcp-server-hub JQSC/mcp-server-hub create_business_componentgenerate_with_difyget_conversation_history+3 | 6 | <=2025-11-25 | 36/100 | F |
| 81 | modelcontextprotocol_project mishra7731/modelcontextprotocol_project compress_dataread_docstore_info+1 | 4 | <=2025-11-25 | 36/100 | F |
| 82 | ToolsFilter OppieAI/ToolsFilter filter_tools | 1 | <=2025-11-25 | 35/100 | F |
| 83 | guaardvark guaardvark/guaardvark agent_mode_startagent_mode_stopagent_screen_capture+3 | 6 | 2026-07-28+ | 35/100 | F |
| 84 | markdown-rag-mcp mohllal/markdown-rag-mcp configgenerate_docsindex+2 | 5 | <=2025-11-25 | 35/100 | F |
| 85 | Agent-Action-Guard Pro-GenAI/Agent-Action-Guard aag-classifyactionGuardedencode+6 | 9 | 2026-07-28+ | 33/100 | F |
| 86 | seline tercumantanumut/seline askFollowupQuestionbashcalculator+16 | 19 | 2026-07-28+ | 33/100 | F |
| 87 | open-news-mcp rv64m/open-news-mcp list_categorieslist_filter_metadatalist_source_names+5 | 8 | <=2025-11-25 | 32/100 | F |
| 88 | scalable-llm-faq-bot ShadowMonarchX/scalable-llm-faq-bot LLMToolRetrieverTool | 2 | 2026-07-28+ | 32/100 | F |
| 89 | cb-chat TimothyLe/cb-chat chathealthsend-message-ollama+1 | 4 | 2026-07-28+ | 30/100 | F |
| 90 | sui-mcp-server ProbonoBonobo/sui-mcp-server index_documentsretrieve_documents | 2 | <=2025-11-25 | 29/100 | F |
| 91 | superlocalmemory qualixar/superlocalmemory contradict_assertionget_assertionslog_tool_event+5 | 8 | 2026-07-28+ | 28/100 | F |
| 92 | project-thoth acertainKnight/project-thoth agentic_research_questionsend_message_to_agent_and_wait_for_replysend_message_to_agent_async | 3 | 2026-07-28+ | 27/100 | F |
| 93 | Agentic-RAG-Chatbot-for-Multi-Format-Document-QA-using-Model-Context-Protocol Chintalasrikar/Agentic-RAG-Chatbot-for-Multi-Format-Document-QA-using-Model-Context-Protocol generate_responseparse_csvparse_docx+8 | 11 | <=2025-11-25 | 26/100 | F |
| 94 | MCP-Server donphi/MCP-Server get_contextproject_structureread_md_files+2 | 5 | 2026-07-28+ | 26/100 | F |
| 95 | mcp_docs_reader AIMIZING/mcp_docs_reader query_documents | 1 | 2026-07-28+ | 26/100 | F |
| 96 | commerce-ai-agent vinsblack/commerce-ai-agent | 0 | 2026-07-28+ | 24/100 | F |
| 97 | Information-Flow-AI-Agent Zareeb3/Information-Flow-AI-Agent data_nodeemail_nodeinsight_node+3 | 6 | 2026-07-28+ | 23/100 | F |
| 98 | LLM-RAG-Agent-Tutorial mac999/LLM-RAG-Agent-Tutorial python_repl_toolsearch_news | 2 | 2026-07-28+ | 21/100 | F |
| 99 | chroma_mcp_server djm81/chroma_mcp_server | 0 | 2026-07-28+ | 20/100 | F |
| 100 | dev-druid-mcp harrisonchu/dev-druid-mcp | 0 | 2026-07-28+ | 16/100 | F |