Loading ToolBench
162 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 51 | weam weam-ai/weam dalle_api_wrappergemini_image_generator | 2 | <=2025-11-25 | 44/100 | F |
| 52 | CodeCompass alvinveroy/CodeCompass agent_querygenerate_suggestionget_changelog+6 | 9 | <=2025-11-25 | 43 |
| F |
| 53 | MCP_Server 0xEodum/MCP_Server analyze_lab_testsexplain_lab_testsmedical_get_overview+3 | 6 | 2026-07-28+ | 43/100 | F |
| 54 | 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 |
| 55 | ai-chat-example garrardkitchen/ai-chat-example GetAzureSubscriptionsAsyncGetListOfResourceGroupsAsyncGetResourcePropertiesAsync+2 | 5 | 2026-07-28+ | 43/100 | F |
| 56 | mcp-chat-analysis-server rebots-online/mcp-chat-analysis-server analyze_metricsextract_conceptsimport_conversations+1 | 4 | <=2025-11-25 | 43/100 | F |
| 57 | memory-bank-mcp Protocol-Lattice/memory-bank-mcp embedhealth.pinginitialize+1 | 4 | 2026-07-28+ | 43/100 | F |
| 58 | mymcpserv eagurin/mymcpserv api_requestread_filesearch_content+1 | 4 | <=2025-11-25 | 43/100 | F |
| 59 | qdrant-loader martin-papy/qdrant-loader | 0 | 2026-07-28+ | 43/100 | F |
| 60 | qdrant-mcp-server steiner385/qdrant-mcp-server collection_infosearchstore | 3 | <=2025-11-25 | 43/100 | F |
| 61 | 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 |
| 62 | -gen-AI-agentic-rag-using-mcp RampolaBharathReddy/-gen-AI-agentic-rag-using-mcp bright_data_web_search_toolfaq_retrieval_tool | 2 | 2026-07-28+ | 42/100 | F |
| 63 | Clouisle clouisle/Clouisle ask_usercode_toolcreate_memory_entity+14 | 17 | 2026-07-28+ | 42/100 | F |
| 64 | RustCoder cardea-mcp/RustCoder compilecompile_and_fixgenerate | 3 | 2026-07-28+ | 42/100 | F |
| 65 | anything-llm Mintplex-Labs/anything-llm | 0 | 2026-07-28+ | 42/100 | F |
| 66 | mcp-for-docs qdrant/mcp-for-docs qdrant_search | 1 | <=2025-11-25 | 42/100 | F |
| 67 | mcp-ragdocs qpd-v/mcp-ragdocs add_documentationlist_sourcessearch_documentation | 3 | 2026-07-28+ | 42/100 | F |
| 68 | mcp-server-semantic-analysis fwornle/mcp-server-semantic-analysis determine_insightsheartbeattest_connection | 3 | <=2025-11-25 | 42/100 | F |
| 69 | zero-cost-ai-scraper Maheidem/zero-cost-ai-scraper firecrawl_crawlfirecrawl_extractfirecrawl_map+3 | 6 | 2026-07-28+ | 42/100 | F |
| 70 | Streamlit-AI-Portfolio ambideXtrous9/Streamlit-AI-Portfolio DuckDuckGoSearchairbnb_searchretrieve_context | 3 | <=2025-11-25 | 41/100 | F |
| 71 | claude-mcp-setup patruff/claude-mcp-setup healthinsertinsert_file+4 | 7 | 2026-07-28+ | 41/100 | F |
| 72 | deep-research lorenzofavaro/deep-research get_arxiv_papersearch_arxivtavily-search | 3 | <=2025-11-25 | 41/100 | F |
| 73 | mcp-codebase-insight tosin2013/mcp-codebase-insight analyze-patternsdetect-architectureget-metrics+1 | 4 | 2026-07-28+ | 41/100 | F |
| 74 | mcp-server-langgraph vishnu2kmohan/mcp-server-langgraph agent_chatconversation_getconversation_search | 3 | 2026-07-28+ | 41/100 | F |
| 75 | py-gpt szczyglis-dev/py-gpt web_search | 1 | 2026-07-28+ | 41/100 | F |
| 76 | NeoCoder-neo4j-ai-workflow angrysky56/NeoCoder-neo4j-ai-workflow get_action_templateget_best_practicesget_guidance_hub+12 | 15 | <=2025-11-25 | 40/100 | F |
| 77 | mcp-ardaglobal-code ardaglobal/mcp-ardaglobal-code analyze_code_qualityfind_service_locationget_auth_systems+8 | 11 | <=2025-11-25 | 40/100 | F |
| 78 | mcp-qdrant-memory delorenj/mcp-qdrant-memory add_observationscreate_entitiescreate_relations+6 | 9 | 2026-07-28+ | 40/100 | F |
| 79 | open-webui open-webui/open-webui ask_user | 1 | 2026-07-28+ | 40/100 | F |
| 80 | vector-mcp Knuckles-Team/vector-mcp vector_collection_managementvector_search | 2 | <=2025-11-25 | 40/100 | F |
| 81 | OpenMemory-MCP osen77/OpenMemory-MCP add_memorieslist_memoriessearch_memory | 3 | <=2025-11-25 | 39/100 | F |
| 82 | ai-agent-mcp-servers shayne007/ai-agent-mcp-servers analyze_stocksget_financial_reportget_stock_info | 3 | <=2025-11-25 | 39/100 | F |
| 83 | gaianet-node GaiaNet-AI/gaianet-node createQdrantCollectiondecryptKeystoredeleteQdrantCollection+6 | 9 | 2026-07-28+ | 39/100 | F |
| 84 | infinite-mcp day50-dev/infinite-mcp execute_functionlist_toolssearch_mcp | 3 | 2026-07-28+ | 39/100 | F |
| 85 | vibe-ukis UkisAI/vibe-ukis chainlit_databasefirecrawl_databasehow_to_chainlit+6 | 9 | 2026-07-28+ | 39/100 | F |
| 86 | agentmesh hupe1980/agentmesh a2a_agentdocker_execmcp_tool_proxy | 3 | 2025-06-18+ | 38/100 | F |
| 87 | argo xark-argo/argo browser_searchbrowser_url_searchknowledge_search | 3 | <=2025-11-25 | 38/100 | F |
| 88 | codeweaver knitli/codeweaver call_tool_bulkfind_code | 2 | <=2025-11-25 | 38/100 | F |
| 89 | mcp-for-retriever HyunjunJeon/mcp-for-retriever registersearch_all_toolsearch_web_tool | 3 | 2026-07-28+ | 38/100 | F |
| 90 | mcp-like-server freakynit/mcp-like-server addNumbersextractPageContentgoogleSearch+1 | 4 | <=2025-11-25 | 38/100 | F |
| 91 | mcp-server aekanun2020/mcp-server add_directoryadd_documentationexecute_query+5 | 8 | <=2025-11-25 | 38/100 | F |
| 92 | srp-RAG-mcp-server LayyarVzz/srp-RAG-mcp-server addingest_documentretrieve_knowledge | 3 | 2026-07-28+ | 38/100 | F |
| 93 | YAMS Saturate/YAMS AgentBashEdit+7 | 10 | <=2025-11-25 | 37/100 | F |
| 94 | agentic-rag-MCP elyashium/agentic-rag-MCP machine_learning_FAQ | 1 | 2026-07-28+ | 37/100 | F |
| 95 | mcp-searchEngine Siddp278/mcp-searchEngine covid_faq_retrieval_toolfirecrawl_web_search_tool | 2 | <=2025-11-25 | 37/100 | F |
| 96 | synapticore synapticore-io/synapticore addformat_documentmultiply+2 | 5 | 2026-07-28+ | 37/100 | F |
| 97 | AI4Semantics-MCP-server SEMICeu/AI4Semantics-MCP-server add_attributeadd_classadd_connector+8 | 11 | 2026-07-28+ | 36/100 | F |
| 98 | chronos intelligexhq/chronos customToolretrieverTooltoolAgentflow | 3 | <=2025-11-25 | 36/100 | F |
| 99 | codescout mareurs/codescout __probe_description_cap__approve_writeartifact+21 | 24 | <=2025-11-25 | 36/100 | F |
| 100 | mcp-rag-application souravarya07/mcp-rag-application firecrawl_web_search_toolpython_faq_retrieval_tool | 2 | 2026-07-28+ | 36/100 | F |