Loading ToolBench
18 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | dataflowr-tools dataflowr/dataflowr-tools check_quiz_answerget_course_overviewget_homework+17 | 20 | 2026-07-28+ | 59/100 | D |
| 2 | charla-mcp CenticMurcia/charla-mcp |
| 24 |
| <=2025-11-25 |
| 58/100 |
| D |
| 3 | RLM-Agent byBasiliosP/RLM-Agent memory_forgetmemory_getmemory_lookup+6 | 9 | <=2025-11-25 | 57/100 | D |
| 4 | youtube-transcript-mcp ergut/youtube-transcript-mcp get_transcript | 1 | 2026-07-28+ | 57/100 | D |
| 5 | jcr_mcp yosh3289/jcr_mcp get_sync_statussearch_journalsync_database+1 | 4 | <=2025-11-25 | 55/100 | D |
| 6 | learning-hour-mcp SDiamante13/learning-hour-mcp analyze_repositoryanalyze_tech_stackcreate_miro_board+5 | 8 | <=2025-11-25 | 55/100 | D |
| 7 | lets-learn-mcp-python microsoft/lets-learn-mcp-python add_paperadd_repositorycreate_exercise+12 | 15 | 2026-07-28+ | 55/100 | D |
| 8 | pubroot-website buildngrowsv/pubroot-website get_contributor_reputationget_related_workget_review+3 | 6 | <=2025-11-25 | 55/100 | D |
| 9 | cant-dict-mcp NewJerseyStyle/cant-dict-mcp dictionary_statslookup_characterlookup_phrase+3 | 6 | 2026-07-28+ | 53/100 | D |
| 10 | book-mcp dinasaur404/book-mcp addGenregetProfilegetRecommendations+1 | 4 | 2026-07-28+ | 52/100 | D |
| 11 | research-mcp-server ricleedo/research-mcp-server arxiv-get-latex-sourcearxiv-get-paperarxiv-search+11 | 14 | 2026-07-28+ | 50/100 | D |
| 12 | search-mcp CaptainCrouton89/search-mcp ask-perplexityget-markdowngithub-search-code+5 | 8 | 2026-07-28+ | 48/100 | F |
| 13 | 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 |
| 14 | EduOrchestrate haroontrailblazer/EduOrchestrate eduorchestrate_courseseduorchestrate_harnesseduorchestrate_log_progress+9 | 12 | 2026-07-28+ | 37/100 | F |
| 15 | researchtwin martinfrasch/researchtwin discoverget_contextget_datasets+5 | 8 | <=2025-11-25 | 11/100 | F |
| 16 | freshcontext-worker PrinceGabriel-lgtm/freshcontext-worker extract_githubextract_hackernewsextract_scholar | 3 | 2026-07-28+ | 10/100 | F |
| 17 | NerdCabalMCP Tuesdaythe13th/NerdCabalMCP analyze_research_budgetarchival_systemcompliance_check+17 | 20 | 2026-07-28+ | 0/100 | F |
| 18 | build-my-own Areo-Joe/build-my-own start_to_build_my_own_x | 1 | 2026-07-28+ | 0/100 | F |