Loading ToolBench
109 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 |
| datapulse-my r3dz4r/datapulse-my find_anomaliesfind_staleget_data_passport+2 |
| 5 |
| 2026-07-28+ |
| 89/100 |
| A |
| 2 | imessage-query-fastmcp-mcp-server hannesrudolph/imessage-query-fastmcp-mcp-server get_chat_transcript | 1 | <=2025-11-25 | 49/100 | F |
| 3 | localdata-mcp ChrisGVE/localdata-mcp analyze_networkexecute_enhanced_queryget_database_status+12 | 15 | <=2025-11-25 | 49/100 | F |
| 4 | mcp-ols mathpn/mcp-ols create_analysis_sessioncreate_residual_plotsdescribe_data+4 | 7 | 2026-07-28+ | 49/100 | F |
| 5 | zero-shot-ai-agents talhabinjaved/zero-shot-ai-agents approve_plancreate_issuecreate_repo+12 | 15 | <=2025-11-25 | 49/100 | F |
| 6 | WhatsApp-MCP elsy77/WhatsApp-MCP connect_whatsappget_whatsapp_chatsget_whatsapp_contacts+5 | 8 | <=2025-11-25 | 48/100 | F |
| 7 | macos-imessage-mcp-server CodexLiu/macos-imessage-mcp-server get_chat_messageslist_chatssearch_contacts+2 | 5 | 2026-07-28+ | 48/100 | F |
| 8 | multi-platform-mcp-kb j584lee98/multi-platform-mcp-kb get_channel_historyget_file_contentget_thread_replies+12 | 15 | 2026-07-28+ | 48/100 | F |
| 9 | platform-engineering codetocloudorg/platform-engineering CreatePrSuggestionFixMyTestsAgentGetPrMetadata+11 | 14 | 2026-07-28+ | 48/100 | F |
| 10 | search-mcp CaptainCrouton89/search-mcp ask-perplexityget-markdowngithub-search-code+5 | 8 | 2026-07-28+ | 48/100 | F |
| 11 | Telegram-AI-MCP-Assistant-Bot shettysaish20/Telegram-AI-MCP-Assistant-Bot addadd_columnsadd_rows+33 | 36 | <=2025-11-25 | 47/100 | F |
| 12 | Trend-News-Notifier nguyennampfiev/Trend-News-Notifier search_hot_news | 1 | 2026-07-28+ | 47/100 | F |
| 13 | multichatmpc johnnysilvercoast/multichatmpc get_chatget_contact_chatsget_direct_chat_by_contact+6 | 9 | <=2025-11-25 | 47/100 | F |
| 14 | wechat-db-decrypt-macos mohamed125198/wechat-db-decrypt-macos get_chat_historyget_contactsget_recent_sessions+2 | 5 | 2026-07-28+ | 47/100 | F |
| 15 | c2sagent C2SAgent/c2sagent answer_with_server_code_streamingask_agentcall_tool+14 | 17 | 2026-07-28+ | 46/100 | F |
| 16 | devboy-tools meteora-pro/devboy-tools clickup_get_taskclickup_list_tasksconfluence_get_page+24 | 27 | 2026-07-28+ | 46/100 | F |
| 17 | mcp-servers neutree-ai/mcp-servers convert-hf-model-to-cataloggenerate-controllergenerate-resource-type-file+2 | 5 | <=2025-11-25 | 46/100 | F |
| 18 | mcp_servers ajot/mcp_servers add_usercreate_appdeploy_function+7 | 10 | 2026-07-28+ | 46/100 | F |
| 19 | preflight-mcp jonnyhoo/preflight-mcp arxiv_searchpreflight_checkpreflight_create_bundle+11 | 14 | 2025-06-18+ | 46/100 | F |
| 20 | spoon-awesome-skill XSpoonAi/spoon-awesome-skill github_toolgrok_researchpolymarket+1 | 4 | 2026-07-28+ | 46/100 | F |
| 21 | MCP-assistant Ankritjarngal/MCP-assistant authenticate_userclassify_calendar_operationclassify_intent+13 | 16 | 2026-07-28+ | 45/100 | F |
| 22 | Omni-Scrape-AI Muhammad-Raisul-Maharub/Omni-Scrape-AI extract_social_linksextract_structured_dataextract_web_animations+8 | 11 | <=2025-11-25 | 45/100 | F |
| 23 | bbs-mcp harperreed/bbs-mcp archive_topiccreate_threadcreate_topic+6 | 9 | <=2025-11-25 | 45/100 | F |
| 24 | harbor oSEAItic/harbor coingecko.coincoingecko.pricescoingecko.trending+13 | 16 | 2026-07-28+ | 45/100 | F |
| 25 | mcp-local-analyst fabiothiroki/mcp-local-analyst query_database | 1 | 2026-07-28+ | 45/100 | F |
| 26 | MCP-LOCAL-SERVER Jorge162017/MCP-LOCAL-SERVER data_profilellm_chatnotes_add+8 | 11 | <=2025-11-25 | 44/100 | F |
| 27 | No2SQL Ptalati015/No2SQL CompareIdFieldsToIdsGenerateErdMermaidGenerateErdPlantUml+6 | 9 | <=2025-11-25 | 44/100 | F |
| 28 | TheMCP-server aravind-tronix/TheMCP-server aws-server.access-keys.create_access_keyaws-server.access-keys.delete_access_keyaws-server.access-keys.list_access_keys+32 | 35 | <=2025-11-25 | 44/100 | F |
| 29 | marmot marmotdata/marmot | 0 | 2026-07-28+ | 44/100 | F |
| 30 | mcp-featurestore slavadubrov/mcp-featurestore get_featurelist_featuresstore_feature | 3 | 2026-07-28+ | 44/100 | F |
| 31 | telegram-mcp Muhammad18557/telegram-mcp get_chatget_contact_chatsget_direct_chat_by_contact+6 | 9 | 2026-07-28+ | 44/100 | F |
| 32 | weather-mcp-assistant abdulmuhaymen/weather-mcp-assistant get_all_stations_summaryget_pressure_trendget_station_metadata+2 | 5 | 2026-07-28+ | 44/100 | F |
| 33 | Rini-MCP-server mori-mmmm/Rini-MCP-server rini_code_generationrini_create_and_execute_mcp_serverrini_get_all_from_url+9 | 12 | <=2025-11-25 | 43/100 | F |
| 34 | mcp-bot jmanhype/mcp-bot add_mcp_serverget_dspy_docslist_mcp_servers+1 | 4 | 2026-07-28+ | 43/100 | F |
| 35 | opengenes-mcp longevity-genie/opengenes-mcp opengenes_db_queryopengenes_example_queriesopengenes_get_schema_info | 3 | <=2025-11-25 | 43/100 | F |
| 36 | vibe-mcp VibeCodingInc/vibe-mcp vibe_admin_inboxvibe_artifact_viewvibe_bye+34 | 37 | 2026-07-28+ | 43/100 | F |
| 37 | wechat-mcp DarkNoah/wechat-mcp get_last_wechat_messageget_wechat_contactsget_wechat_groups+4 | 7 | <=2025-11-25 | 43/100 | F |
| 38 | MCP-Testing daniyalk1/MCP-Testing create_confluence_pagecreate_github_issuecreate_jira_issue+14 | 17 | <=2025-11-25 | 42/100 | F |
| 39 | Polymind Remy2404/Polymind DELETE /webapp/chat/sessions/{session_id}GET /healthGET /webapp/chat/sessions+14 | 17 | 2026-07-28+ | 42/100 | F |
| 40 | mcp-langgraph shaheerzaman/mcp-langgraph dataflow_create_new_projectdataflow_load_datadataflow_query_data+2 | 5 | 2026-07-28+ | 42/100 | F |
| 41 | tidymodels-mcp JavOrraca/tidymodels-mcp generate_r_codeget_file_contentget_repository_content+4 | 7 | 2026-07-28+ | 42/100 | F |
| 42 | DataMaster-MCP szqshan/DataMaster-MCP analyze_dataapi_data_previewconnect_data_source+11 | 14 | <=2025-11-25 | 41/100 | F |
| 43 | celp-mcp CelpAI/celp-mcp query-databasequery-database-turbo | 2 | 2026-07-28+ | 41/100 | F |
| 44 | p2pclaw-mcp-server Agnuxo1/p2pclaw-mcp-server extractCodeBlocksgenerateExecutionHashrunPythonTool+1 | 4 | 2026-07-28+ | 41/100 | F |
| 45 | skills aahl/skills detailsearchtranscribe | 3 | <=2025-11-25 | 41/100 | F |
| 46 | MCP-servers Ankit0200/MCP-servers generate_chartread_tableread_table+2 | 5 | 2026-07-28+ | 40/100 | F |
| 47 | malikclaw AbdullahMalik17/malikclaw tool_search_tool_bm25tool_search_tool_regex | 2 | <=2025-11-25 | 40/100 | F |
| 48 | MCP-AutoML-Tool NaveenPrabakar/MCP-AutoML-Tool clean_datasetdownload_kaggle_datasetpreview_dataset+3 | 6 | 2026-07-28+ | 39/100 | F |
| 49 | trifle-cli trifle-io/trifle-cli auth_loginauth_meauth_signup+17 | 20 | 2026-07-28+ | 39/100 | F |
| 50 | Ai-Agent Adit122022/Ai-Agent fetchmailssendmail | 2 | 2026-07-28+ | 38/100 | F |