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217 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 51 | noptiera aghiuru/noptiera ingestsearch | 2 | <=2025-11-25 | 46/100 | F |
| 52 | preflight-mcp jonnyhoo/preflight-mcp arxiv_searchpreflight_checkpreflight_create_bundle+11 | 14 | 2025-06-18+ | 46/100 |
| F |
| 53 | rag-mcp zivshek/rag-mcp get_godot_context | 1 | 2026-07-28+ | 46/100 | F |
| 54 | 42context AssahBismarkabah/42context clear_vector_storeget_code_contextget_directory_analysis+7 | 10 | <=2025-11-25 | 45/100 | F |
| 55 | Full-multi-agent Tsai1030/Full-multi-agent search_ziwei_knowledgeziwei_chart | 2 | <=2025-11-25 | 45/100 | F |
| 56 | LearnMate priyanshi0609/LearnMate askask_questioncheck_answer+5 | 8 | 2026-07-28+ | 45/100 | F |
| 57 | MCP_Server_For_VectorDB saishshinde15/MCP_Server_For_VectorDB answer_questionrag_pipelinesearch_vector_store+1 | 4 | <=2025-11-25 | 45/100 | F |
| 58 | Meta-MCP stevenyu113228/Meta-MCP execute_toolget_favoritesget_tool_details+2 | 5 | 2026-07-28+ | 45/100 | F |
| 59 | OmniDoc-QA-LLM-RAG aniketpoojari/OmniDoc-QA-LLM-RAG ask_questionclear_chatdelete_document+3 | 6 | 2026-07-28+ | 45/100 | F |
| 60 | codebase-patterns-mcp Manojred22/codebase-patterns-mcp get_statssearch_code | 2 | 2026-07-28+ | 45/100 | F |
| 61 | fu7ur3pr00f juanmanueldaza/fu7ur3pr00f nerv_check_pending_tasksnerv_hub_healthnerv_memory_stats+1 | 4 | <=2025-11-25 | 45/100 | F |
| 62 | mcp-attack-labs aminrj-labs/mcp-attack-labs docker_envdocker_health_reportdocker_inspect+6 | 9 | 2026-07-28+ | 45/100 | F |
| 63 | mcp_memory_server VVatashi/mcp_memory_server memory.allmemory.deletememory.search+2 | 5 | 2026-07-28+ | 45/100 | F |
| 64 | ontology-mcp-server-RL-Stable-Baselines3 shark8848/ontology-mcp-server-RL-Stable-Baselines3 commerce.add_to_cartcommerce.cancel_ordercommerce.check_stock+17 | 20 | <=2025-11-25 | 45/100 | F |
| 65 | quick-mcp-example ALucek/quick-mcp-example get_collection_infoquery_document | 2 | <=2025-11-25 | 45/100 | F |
| 66 | semantic-context-mcp zishengwu/semantic-context-mcp full_indexquerystatus | 3 | <=2025-11-25 | 45/100 | F |
| 67 | Agentic-RAG-Knowledge-Base wdf-wyh/Agentic-RAG-Knowledge-Base analyze_documentsbase_convertercalculator+10 | 13 | 2026-07-28+ | 44/100 | F |
| 68 | CyClaw cgfixit/CyClaw finish_proposalhybrid_searchlist_workspace+8 | 11 | 2026-07-28+ | 44/100 | F |
| 69 | DocuExtract mhosigiri/DocuExtract delete_documentget_documentget_extracted_data+6 | 9 | 2026-07-28+ | 44/100 | F |
| 70 | File-system-handler-and-RAG-via-MCP rohan-g0re/File-system-handler-and-RAG-via-MCP get_path_to_file_based_on_parent_directoryingest_documentsretrieve_relevant_chunks | 3 | 2026-07-28+ | 44/100 | F |
| 71 | MCP-RAG hulk-pham/MCP-RAG process_query | 1 | 2026-07-28+ | 44/100 | F |
| 72 | MCP-rag-with-Chromadb CyprianFusi/MCP-rag-with-Chromadb add_documentclear_databaseget_database_stats+1 | 4 | <=2025-11-25 | 44/100 | F |
| 73 | Model-Context-Protocol Coding-Crashkurse/Model-Context-Protocol addaddadd+8 | 11 | 2026-07-28+ | 44/100 | F |
| 74 | RAG-mcpKnowledge wink-wink-wink555/RAG-mcpKnowledge add_documentsbuild_knowledge_baseclear_collection+7 | 10 | 2026-07-28+ | 44/100 | F |
| 75 | black-orchid AJ-Gonzalez/black-orchid audit_modulecheck_import_availabilitygenerate_audit_report+15 | 18 | 2026-07-28+ | 44/100 | F |
| 76 | cli rokovo-io/cli codebase_searchread_filewrite_file | 3 | 2026-07-28+ | 44/100 | F |
| 77 | crawl4ai-mcp-server fwegener83/crawl4ai-mcp-server create_collectiondelete_file_collectiondomain_deep_crawl+6 | 9 | <=2025-11-25 | 44/100 | F |
| 78 | lmstudio-mcp ier1990/lmstudio-mcp graphmert_searchgraphmert_writelistdir+2 | 5 | <=2025-11-25 | 44/100 | F |
| 79 | mcp.chroma undervolting/mcp.chroma chroma_add_documentschroma_create_collectionchroma_delete_collection+10 | 13 | <=2025-11-25 | 44/100 | F |
| 80 | pdf-summarizer-mcp srknampalli/pdf-summarizer-mcp answer_questionchunk_textembed_chunks+7 | 10 | <=2025-11-25 | 44/100 | F |
| 81 | rag-chroma-langchain hedayat-atefi/rag-chroma-langchain build_rag_chainbuild_retrieverbuild_vectorstore_from_texts+9 | 12 | 2026-07-28+ | 44/100 | F |
| 82 | rag-multimodal Jamessukanto/rag-multimodal get_docsretrieve_documents | 2 | <=2025-11-25 | 44/100 | F |
| 83 | MCP-RAG-Server bhavya314/MCP-RAG-Server add_documentquery_documents | 2 | 2026-07-28+ | 43/100 | F |
| 84 | ai-examples sumitdotgh/ai-examples addsubtract | 2 | 2026-07-28+ | 43/100 | F |
| 85 | database-operations-mcp sandraschi/database-operations-mcp agentic_workflow_tooldb_connectiondb_operations+3 | 6 | 2026-07-28+ | 43/100 | F |
| 86 | mcp-dm-gemini Raudbjorn/mcp-dm-gemini add_sourcecreate_content_packexplain_search+10 | 13 | 2026-07-28+ | 43/100 | F |
| 87 | python-mcp-server Hawaiideveloper/python-mcp-server ai_chat_toolanalyze_code_intelligence_toolanalyze_image_tool+18 | 21 | <=2025-11-25 | 43/100 | F |
| 88 | smart-customer-service-system traveler-leon/smart-customer-service-system airport_knowledge_agentairport_knowledge_searchbusiness_agent+10 | 13 | <=2025-11-25 | 43/100 | F |
| 89 | youtube-free-deep-research-cli usemanusai/youtube-free-deep-research-cli background_service_startbackground_service_statusbackground_service_stop+19 | 22 | 2026-07-28+ | 43/100 | F |
| 90 | agentic_rag_mcp saichitti24/agentic_rag_mcp google_searchlocal_rag | 2 | 2026-07-28+ | 42/100 | F |
| 91 | ai-hackathon-demo driches/ai-hackathon-demo get_file_infolist_directorynasa_document_search+2 | 5 | 2026-07-28+ | 42/100 | F |
| 92 | anything-llm Mintplex-Labs/anything-llm | 0 | 2026-07-28+ | 42/100 | F |
| 93 | askdocs-mcp dymk/askdocs-mcp ask_docsget_doc_pagelist_docs | 3 | <=2025-11-25 | 42/100 | F |
| 94 | chungoid chungoid/chungoid analyze_historical_patternsanalyze_patterns_and_learnapply_learning_recommendations+16 | 19 | 2026-07-28+ | 42/100 | F |
| 95 | 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 |
| 96 | mcp-rag-knowledge-assistant sachin-prabhakar/mcp-rag-knowledge-assistant ask_docingest_docslist_docs | 3 | 2026-07-28+ | 42/100 | F |
| 97 | mcp-ragex jbenshetler/mcp-ragex find_symbolsget_symbol_detailsindex_codebase+4 | 7 | <=2025-11-25 | 42/100 | F |
| 98 | omnibot coldxiangyu163/omnibot chatchat_streamhealth+6 | 9 | 2026-07-28+ | 42/100 | F |
| 99 | web-rag-fusion-mcp-server Renewdxin/web-rag-fusion-mcp-server add_documentsearch_knowledge_basesmart_search+1 | 4 | <=2025-11-25 | 42/100 | F |
| 100 | AutoMCP jroakes/AutoMCP RestApiTool | 1 | <=2025-11-25 | 41/100 | F |