Loading ToolBench
50 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | epic-agent epicweb-dev/epic-agent list_workshopsretrieve_diff_contextretrieve_learning_context+2 | 5 | 2025-06-18+ | 71/100 | B |
| 2 | mock-mcp-servers message-extensions/mock-mcp-servers create_task |
| 13 |
| 2026-07-28+ |
| 67/100 |
| C |
| 3 | udaan.ai areebahmeddd/udaan.ai create_profilefetch_collegesfetch_recommendations+13 | 16 | 2026-07-28+ | 64/100 | C |
| 4 | docs-mcp cometchat/docs-mcp fetch_pageget_bundlelist_bundles+2 | 5 | 2026-07-28+ | 63/100 | C |
| 5 | nothumanallowed adoslabsproject-gif/nothumanallowed calendar_createcalendar_datecalendar_delete+29 | 32 | 2026-07-28+ | 61/100 | C |
| 6 | openstax-mcp-server pythpythpython/openstax-mcp-server generate_jupyter_notebookgenerate_practice_problemsget_module_content+4 | 7 | 2026-07-28+ | 61/100 | C |
| 7 | yacli NextStat/yacli yacli.account.currentyacli.account.listyacli.app.snapshot+28 | 31 | <=2025-11-25 | 60/100 | C |
| 8 | dataflowr-tools dataflowr/dataflowr-tools check_quiz_answerget_course_overviewget_homework+17 | 20 | 2026-07-28+ | 59/100 | D |
| 9 | charla-mcp CenticMurcia/charla-mcp addalarmaconsultar-audiencia+21 | 24 | <=2025-11-25 | 58/100 | D |
| 10 | RLM-Agent byBasiliosP/RLM-Agent memory_forgetmemory_getmemory_lookup+6 | 9 | <=2025-11-25 | 57/100 | D |
| 11 | claude-slack-bridge tomeraitz/claude-slack-bridge ask_on_slacknotify_on_slack | 2 | <=2025-11-25 | 57/100 | D |
| 12 | youtube-transcript-mcp ergut/youtube-transcript-mcp get_transcript | 1 | 2026-07-28+ | 57/100 | D |
| 13 | jcr_mcp yosh3289/jcr_mcp get_sync_statussearch_journalsync_database+1 | 4 | <=2025-11-25 | 55/100 | D |
| 14 | learning-hour-mcp SDiamante13/learning-hour-mcp analyze_repositoryanalyze_tech_stackcreate_miro_board+5 | 8 | <=2025-11-25 | 55/100 | D |
| 15 | lets-learn-mcp-python microsoft/lets-learn-mcp-python add_paperadd_repositorycreate_exercise+12 | 15 | 2026-07-28+ | 55/100 | D |
| 16 | mcp-consulting-kit JRM-FusionAL/mcp-consulting-kit bulk_analyze_issuescomment_on_redditcreate_devto_article+20 | 23 | 2026-07-28+ | 55/100 | D |
| 17 | psibot DmacMcgreg/psibot agent_memory_appendagent_memory_listagent_memory_read+10 | 13 | <=2025-11-25 | 55/100 | D |
| 18 | pubroot-website buildngrowsv/pubroot-website get_contributor_reputationget_related_workget_review+3 | 6 | <=2025-11-25 | 55/100 | D |
| 19 | Agentic_AI sobhan2204/Agentic_AI archive_research_searcharxiv_research_searchcode_executor+7 | 10 | 2026-07-28+ | 53/100 | D |
| 20 | cant-dict-mcp NewJerseyStyle/cant-dict-mcp dictionary_statslookup_characterlookup_phrase+3 | 6 | 2026-07-28+ | 53/100 | D |
| 21 | book-mcp dinasaur404/book-mcp addGenregetProfilegetRecommendations+1 | 4 | 2026-07-28+ | 52/100 | D |
| 22 | research-mcp-server ricleedo/research-mcp-server arxiv-get-latex-sourcearxiv-get-paperarxiv-search+11 | 14 | 2026-07-28+ | 50/100 | D |
| 23 | xom-claude-mcp-tools Xomware/xom-claude-mcp-tools analyze_codecreate_issuedeploy+10 | 13 | <=2025-11-25 | 50/100 | D |
| 24 | multi-platform-mcp-kb j584lee98/multi-platform-mcp-kb get_channel_historyget_file_contentget_thread_replies+12 | 15 | 2026-07-28+ | 48/100 | F |
| 25 | search-mcp CaptainCrouton89/search-mcp ask-perplexityget-markdowngithub-search-code+5 | 8 | 2026-07-28+ | 48/100 | F |
| 26 | devboy-tools meteora-pro/devboy-tools clickup_get_taskclickup_list_tasksconfluence_get_page+24 | 27 | 2026-07-28+ | 46/100 | F |
| 27 | codevideo-mcp codevideo/codevideo-mcp codevideo_add_actions_to_lessoncodevideo_add_lesson_to_coursecodevideo_create_course_with_initial_metadata+23 | 26 | 2026-07-28+ | 44/100 | F |
| 28 | mcp-bot jmanhype/mcp-bot add_mcp_serverget_dspy_docslist_mcp_servers+1 | 4 | 2026-07-28+ | 43/100 | F |
| 29 | vibe-mcp VibeCodingInc/vibe-mcp vibe_admin_inboxvibe_artifact_viewvibe_bye+34 | 37 | 2026-07-28+ | 43/100 | F |
| 30 | MCP-Testing daniyalk1/MCP-Testing create_confluence_pagecreate_github_issuecreate_jira_issue+14 | 17 | <=2025-11-25 | 42/100 | F |
| 31 | skills aahl/skills detailsearchtranscribe | 3 | <=2025-11-25 | 41/100 | F |
| 32 | OmniGlass goshtasb/OmniGlass create_github_issuemy_toolsend_to_slack | 3 | 2026-07-28+ | 38/100 | F |
| 33 | Agentify Adidem23/Agentify FetchAllEmailsSendaMailadd_issue_comment+21 | 24 | 2026-07-28+ | 37/100 | F |
| 34 | EduOrchestrate haroontrailblazer/EduOrchestrate eduorchestrate_courseseduorchestrate_harnesseduorchestrate_log_progress+9 | 12 | 2026-07-28+ | 37/100 | F |
| 35 | mcp-llm Absubramani/mcp-llm add_issue_to_projectcreate_branchcreate_issue+23 | 26 | <=2025-11-25 | 37/100 | F |
| 36 | agentDesk uzair110/agentDesk githubSummarizergroqChathttp+1 | 4 | 2026-07-28+ | 33/100 | F |
| 37 | go-mcps kwakuoseikwakye/go-mcps ConnectListContextsReceiveMessage+1 | 4 | 2026-07-28+ | 32/100 | F |
| 38 | AI tryAGI/AI | 0 | <=2025-11-25 | 31/100 | F |
| 39 | scopegate alifanov/scopegate ahrefs_get_dataairtable_create_recordairtable_list_records+42 | 45 | 2026-07-28+ | 31/100 | F |
| 40 | mcp-hub blaxel-ai/mcp-hub | 0 | 2026-07-28+ | 29/100 | F |
| 41 | researchtwin martinfrasch/researchtwin discoverget_contextget_datasets+5 | 8 | <=2025-11-25 | 11/100 | F |
| 42 | freshcontext-worker PrinceGabriel-lgtm/freshcontext-worker extract_githubextract_hackernewsextract_scholar | 3 | 2026-07-28+ | 10/100 | F |
| 43 | mcp_connectors Hari-Krishnan-06/mcp_connectors get_channel_detailsget_linkedin_profileget_linkedin_profile_picture+14 | 17 | 2026-07-28+ | 8/100 | F |
| 44 | NerdCabalMCP Tuesdaythe13th/NerdCabalMCP analyze_research_budgetarchival_systemcompliance_check+17 | 20 | 2026-07-28+ | 0/100 | F |
| 45 | build-my-own Areo-Joe/build-my-own start_to_build_my_own_x | 1 | 2026-07-28+ | 0/100 | F |
| 46 | companion andrmaz/companion add-to-buffer-draftscreate-buffer-draftgenerate-social-media-post | 3 | 2025-06-18+ | 0/100 | F |
| 47 | mcp-on-vercel-documentation Meeting-BaaS/mcp-on-vercel-documentation docHelpAssistantgetAllDocsgetApiDocs+16 | 19 | 2026-07-28+ | 0/100 | F |
| 48 | mcp-toolbox viant/mcp-toolbox | 0 | 2025-06-18+ | 0/100 | F |
| 49 | notifly-mcp-server notifly-tech/notifly-mcp-server search_docssearch_sdk | 2 | 2026-07-28+ | 0/100 | F |
| 50 | puchai BangaliBros/puchai add_roomadd_taskcomplete_task+14 | 17 | 2026-07-28+ | 0/100 | F |