Loading ToolBench
77 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | ZotSeek introfini/ZotSeek find_similarindex_statussearch | 3 | <=2025-11-25 | 83/100 | A |
| 2 | bookstack-mcp bees-roadhouse/bookstack-mcp |
| 12 |
| <=2025-11-25 |
| 78/100 |
| B |
| 3 | epic-agent epicweb-dev/epic-agent list_workshopsretrieve_diff_contextretrieve_learning_context+2 | 5 | 2025-06-18+ | 71/100 | B |
| 4 | youtube-knowledge-base-mcp Miandari/youtube-knowledge-base-mcp explore_librarymanage_sourceprocess_video+1 | 4 | 2026-07-28+ | 70/100 | B |
| 5 | mock-mcp-servers message-extensions/mock-mcp-servers create_taskfetchfetch_latest_slack_message+10 | 13 | 2026-07-28+ | 67/100 | C |
| 6 | udaan.ai areebahmeddd/udaan.ai create_profilefetch_collegesfetch_recommendations+13 | 16 | 2026-07-28+ | 64/100 | C |
| 7 | docs-mcp cometchat/docs-mcp fetch_pageget_bundlelist_bundles+2 | 5 | 2026-07-28+ | 63/100 | C |
| 8 | gentleman-book-mcp Alan-TheGentleman/gentleman-book-mcp build_semantic_indexget_book_indexlist_chapters+4 | 7 | 2026-07-28+ | 63/100 | C |
| 9 | ai-jam-sessions mcp-tool-shop-org/ai-jam-sessions auto_reharmonizecompose_panellist_songs+3 | 6 | 2026-07-28+ | 62/100 | C |
| 10 | nothumanallowed adoslabsproject-gif/nothumanallowed calendar_createcalendar_datecalendar_delete+29 | 32 | 2026-07-28+ | 61/100 | C |
| 11 | openstax-mcp-server pythpythpython/openstax-mcp-server generate_jupyter_notebookgenerate_practice_problemsget_module_content+4 | 7 | 2026-07-28+ | 61/100 | C |
| 12 | yacli NextStat/yacli yacli.account.currentyacli.account.listyacli.app.snapshot+28 | 31 | <=2025-11-25 | 60/100 | C |
| 13 | dataflowr-tools dataflowr/dataflowr-tools check_quiz_answerget_course_overviewget_homework+17 | 20 | 2026-07-28+ | 59/100 | D |
| 14 | charla-mcp CenticMurcia/charla-mcp addalarmaconsultar-audiencia+21 | 24 | <=2025-11-25 | 58/100 | D |
| 15 | mcp-server-outlook-email Cam10001110101/mcp-server-outlook-email analyze_sentimentcategorize_emailsexport_data+9 | 12 | <=2025-11-25 | 58/100 | D |
| 16 | RLM-Agent byBasiliosP/RLM-Agent memory_forgetmemory_getmemory_lookup+6 | 9 | <=2025-11-25 | 57/100 | D |
| 17 | claude-slack-bridge tomeraitz/claude-slack-bridge ask_on_slacknotify_on_slack | 2 | <=2025-11-25 | 57/100 | D |
| 18 | vault-search drpwchen/vault-search graph_querytextbook_searchvault_search+2 | 5 | <=2025-11-25 | 57/100 | D |
| 19 | youtube-transcript-mcp ergut/youtube-transcript-mcp get_transcript | 1 | 2026-07-28+ | 57/100 | D |
| 20 | jcr_mcp yosh3289/jcr_mcp get_sync_statussearch_journalsync_database+1 | 4 | <=2025-11-25 | 55/100 | D |
| 21 | learning-hour-mcp SDiamante13/learning-hour-mcp analyze_repositoryanalyze_tech_stackcreate_miro_board+5 | 8 | <=2025-11-25 | 55/100 | D |
| 22 | lets-learn-mcp-python microsoft/lets-learn-mcp-python add_paperadd_repositorycreate_exercise+12 | 15 | 2026-07-28+ | 55/100 | D |
| 23 | mcp-consulting-kit JRM-FusionAL/mcp-consulting-kit bulk_analyze_issuescomment_on_redditcreate_devto_article+20 | 23 | 2026-07-28+ | 55/100 | D |
| 24 | psibot DmacMcgreg/psibot agent_memory_appendagent_memory_listagent_memory_read+10 | 13 | <=2025-11-25 | 55/100 | D |
| 25 | pubroot-website buildngrowsv/pubroot-website get_contributor_reputationget_related_workget_review+3 | 6 | <=2025-11-25 | 55/100 | D |
| 26 | academic-mcp spanwich/academic-mcp get_findingsget_limitationsget_methodology+15 | 18 | 2026-07-28+ | 54/100 | D |
| 27 | build-your-own-ai-agent Lay4U/build-your-own-ai-agent calculatecalculatorextract_links+8 | 11 | 2026-07-28+ | 54/100 | D |
| 28 | Agentic_AI sobhan2204/Agentic_AI archive_research_searcharxiv_research_searchcode_executor+7 | 10 | 2026-07-28+ | 53/100 | D |
| 29 | anki-mcp-server SilvaHerald/anki-mcp-server create-anki-cards | 1 | 2026-07-28+ | 53/100 | D |
| 30 | cant-dict-mcp NewJerseyStyle/cant-dict-mcp dictionary_statslookup_characterlookup_phrase+3 | 6 | 2026-07-28+ | 53/100 | D |
| 31 | book-mcp dinasaur404/book-mcp addGenregetProfilegetRecommendations+1 | 4 | 2026-07-28+ | 52/100 | D |
| 32 | claude-mcp-course jaygaha/claude-mcp-course addaddconvert_video+8 | 11 | 2026-07-28+ | 52/100 | D |
| 33 | agent-zot Claudiusvs/agent-zot fetchsearchzot_daemon_status+6 | 9 | 2026-07-28+ | 51/100 | D |
| 34 | research-mcp-server ricleedo/research-mcp-server arxiv-get-latex-sourcearxiv-get-paperarxiv-search+11 | 14 | 2026-07-28+ | 50/100 | D |
| 35 | xom-claude-mcp-tools Xomware/xom-claude-mcp-tools analyze_codecreate_issuedeploy+10 | 13 | <=2025-11-25 | 50/100 | D |
| 36 | jarvis-assistant-vocal sosoj92/jarvis-assistant-vocal ajouter_appcall_with_messagelaunch_app | 3 | <=2025-11-25 | 48/100 | F |
| 37 | multi-platform-mcp-kb j584lee98/multi-platform-mcp-kb get_channel_historyget_file_contentget_thread_replies+12 | 15 | 2026-07-28+ | 48/100 | F |
| 38 | search-mcp CaptainCrouton89/search-mcp ask-perplexityget-markdowngithub-search-code+5 | 8 | 2026-07-28+ | 48/100 | F |
| 39 | Telegram-AI-MCP-Assistant-Bot shettysaish20/Telegram-AI-MCP-Assistant-Bot addadd_columnsadd_rows+33 | 36 | <=2025-11-25 | 47/100 | F |
| 40 | mattermost-mcp-host jagan-shanmugam/mattermost-mcp-host calculatorchat_completioncreate_post+11 | 14 | <=2025-11-25 | 47/100 | F |
| 41 | devboy-tools meteora-pro/devboy-tools clickup_get_taskclickup_list_tasksconfluence_get_page+24 | 27 | 2026-07-28+ | 46/100 | F |
| 42 | 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 |
| 43 | mcp-bot jmanhype/mcp-bot add_mcp_serverget_dspy_docslist_mcp_servers+1 | 4 | 2026-07-28+ | 43/100 | F |
| 44 | vibe-mcp VibeCodingInc/vibe-mcp vibe_admin_inboxvibe_artifact_viewvibe_bye+34 | 37 | 2026-07-28+ | 43/100 | F |
| 45 | MCP-Testing daniyalk1/MCP-Testing create_confluence_pagecreate_github_issuecreate_jira_issue+14 | 17 | <=2025-11-25 | 42/100 | F |
| 46 | McpServer Adriano-Severino/McpServer AtualizarAsyncBaixarModeloCadastrarAsync+9 | 12 | 2026-07-28+ | 42/100 | F |
| 47 | RecipesMessengerAuto c-azb/RecipesMessengerAuto creative_searchget_recipe | 2 | 2026-07-28+ | 42/100 | F |
| 48 | skills aahl/skills detailsearchtranscribe | 3 | <=2025-11-25 | 41/100 | F |
| 49 | Deep-Learning-Portfolio Youss2f/Deep-Learning-Portfolio calculateget_current_timeget_grade_requirements+1 | 4 | 2026-07-28+ | 38/100 | F |
| 50 | OmniGlass goshtasb/OmniGlass create_github_issuemy_toolsend_to_slack | 3 | 2026-07-28+ | 38/100 | F |