Loading ToolBench
432 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | clarifyprompt-mcp LumabyteCo/clarifyprompt-mcp apply_elicited_answersbuild_context_bundleclarify_with_user+21 | 24 | 2026-07-28+ | 69/100 | C |
| 2 | dvalincode arthurpanhku/dvalincode |
| 9 |
| 2025-06-18+ |
| 69/100 |
| C |
| 3 | mediabox-mcp JuanCMPDev/mediabox-mcp downloadslibrary_opsmaintenance+6 | 9 | 2026-07-28+ | 69/100 | C |
| 4 | narnia ncosentino/narnia build_schedule_packagecreate_scheduledelete_local_sessions+24 | 27 | 2026-07-28+ | 69/100 | C |
| 5 | notemesh ChangeNode/notemesh append_to_noteattachment_metabacklinks+35 | 38 | 2026-07-28+ | 69/100 | C |
| 6 | omniseek Battam1111/omniseek omniseek_coauthorsomniseek_curator_actomniseek_curator_view+15 | 18 | 2026-07-28+ | 69/100 | C |
| 7 | openresearch-mcp olanokhin/openresearch-mcp get_bluesky_profileget_company_financialsget_country_indicator+19 | 22 | 2026-07-28+ | 69/100 | C |
| 8 | ralph-mcp carlos132nx/ralph-mcp ralph_batch_startralph_doctorralph_get+9 | 12 | 2026-07-28+ | 69/100 | C |
| 9 | transcript-mcp JamesANZ/transcript-mcp download-videogenerate-subtitlesget-transcript+8 | 11 | 2026-07-28+ | 69/100 | C |
| 10 | weave Ataraxy-Labs/weave weave_agent_heartbeatweave_agent_registerweave_claim_entity+15 | 18 | <=2025-11-25 | 69/100 | C |
| 11 | webintel-mcp kengbailey/webintel-mcp fetch_contentfetch_more_commentsfetch_reddit_post+6 | 9 | 2026-07-28+ | 69/100 | C |
| 12 | AgentRunKit Tom-Ryder/AgentRunKit edit_filegit_diffglob+7 | 10 | 2026-07-28+ | 68/100 | C |
| 13 | DevProjex Avazbek22/DevProjex analyzeget_fileget_tree+4 | 7 | 2025-06-18+ | 68/100 | C |
| 14 | MonkeyLLM JimmyWesley/MonkeyLLM calendarcoverageforests+14 | 17 | 2026-07-28+ | 68/100 | C |
| 15 | aide jmylchreest/aide code_outlinecode_read_checkcode_read_symbol+19 | 22 | 2026-07-28+ | 68/100 | C |
| 16 | cicada wende/cicada expand_resultgit_historyquery+4 | 7 | 2026-07-28+ | 68/100 | C |
| 17 | code-grapher mufasadb/code-grapher create_code_graphget_related_entitiesquery_code_graph+1 | 4 | <=2025-11-25 | 68/100 | C |
| 18 | crapkit JeanFrancoisGagne/crapkit get_function_briefget_function_historyget_mutation+9 | 12 | 2025-06-18+ | 68/100 | C |
| 19 | excalidraw-architect-mcp BV-Venky/excalidraw-architect-mcp create_diagramexport_diagramget_diagram_info+23 | 26 | 2026-07-28+ | 68/100 | C |
| 20 | guardrail tpdox/guardrail guardrail_checksguardrail_model_contextguardrail_review+2 | 5 | 2026-07-28+ | 68/100 | C |
| 21 | kotadb jayminwest/kotadb analyze_change_impactfind_usagesgenerate_task_context+15 | 18 | 2026-07-28+ | 68/100 | C |
| 22 | madrileno madrileno-dev/madrileno madrileno_changesmadrileno_diffmadrileno_doc+3 | 6 | 2026-07-28+ | 68/100 | C |
| 23 | mcp_agent_mail Dicklesworthstone/mcp_agent_mail acknowledge_messagecreate_agent_identityensure_project+8 | 11 | 2025-06-18+ | 68/100 | C |
| 24 | open-zk-kb mrosnerr/open-zk-kb knowledge-contextknowledge-getknowledge-health+7 | 10 | 2026-07-28+ | 68/100 | C |
| 25 | RoselineMCP Atypical-Consulting/RoselineMCP analyze_solutionapply_fixescheck_compilation+11 | 14 | 2025-06-18+ | 67/100 | C |
| 26 | Stash-MCP dylanturn/Stash-MCP abort_content_transactionblame_contentcommit_content_transaction+13 | 16 | 2026-07-28+ | 67/100 | C |
| 27 | StreamStorm Ashif4354/StreamStorm get_active_channelsget_ai_provider_keysget_assigned_profiles+12 | 15 | <=2025-11-25 | 67/100 | C |
| 28 | ken townsendmerino/ken callersdefinitionfind_related+7 | 10 | 2026-07-28+ | 67/100 | C |
| 29 | libsrc-mcp fprochazka/libsrc-mcp get_library_sources | 1 | <=2025-11-25 | 67/100 | C |
| 30 | transcriptor-mcp samson-art/transcriptor-mcp get_available_subtitlesget_chaptersget_raw_subtitles+5 | 8 | 2025-06-18+ | 67/100 | C |
| 31 | turbovault Epistates/turbovault batch_executedelete_notedetect_cycles+22 | 25 | <=2025-11-25 | 67/100 | C |
| 32 | yt-dlp-mcp kevinwatt/yt-dlp-mcp ytdlp_download_audioytdlp_download_transcriptytdlp_download_video+7 | 10 | 2026-07-28+ | 67/100 | C |
| 33 | ChatWizard Veverke/ChatWizard chatwizard_find_similarchatwizard_get_contextchatwizard_get_session+8 | 11 | 2026-07-28+ | 66/100 | C |
| 34 | GitViz-MCP GIT-Viz-Team/GitViz-MCP get_git_logget_git_prompthighlight_commit+1 | 4 | 2026-07-28+ | 66/100 | C |
| 35 | YT_Trans_MCP earl562/YT_Trans_MCP add_youtube_videoclear_all_videosget_video_transcript+4 | 7 | 2026-07-28+ | 66/100 | C |
| 36 | ai-memory-layer NishantJLU/ai-memory-layer flag_contradictionlist_recent_memoriesrecall_memory+1 | 4 | 2026-07-28+ | 66/100 | C |
| 37 | ariadne sazanami-lab/ariadne get_affected_tests | 1 | 2026-07-28+ | 66/100 | C |
| 38 | atc-kanban JSCOP/atc-kanban claim_taskcreate_taskcreate_workspace+17 | 20 | 2026-07-28+ | 66/100 | C |
| 39 | athena-loops luckeyfaraday/athena-loops doctororchestrateorchestrate_result+2 | 5 | 2026-07-28+ | 66/100 | C |
| 40 | claude-mem-lite sdsrss/claude-mem-lite mem_browsemem_compressmem_delete+8 | 11 | 2026-07-28+ | 66/100 | C |
| 41 | countbean-plugin CPUtester5465/countbean-plugin accountsadd_transactionsawait_device_approval+11 | 14 | 2026-07-28+ | 66/100 | C |
| 42 | gitwarren-app klarluft/gitwarren-app add_repositorycreate_reviewcreate_thread+13 | 16 | 2026-07-28+ | 66/100 | C |
| 43 | guardlink Bugb-Technologies/guardlink guardlink_annotateguardlink_blameguardlink_dashboard+16 | 19 | 2026-07-28+ | 66/100 | C |
| 44 | lgh JoeGlenn1213/lgh lgh_actiond_logslgh_addlgh_clone+10 | 13 | <=2025-11-25 | 66/100 | C |
| 45 | mcp Zooshi/mcp get_youtube_transcript | 1 | 2026-07-28+ | 66/100 | C |
| 46 | mcp-server-toolkit naveenayalla1-CS50/mcp-server-toolkit delete_memoryget_weathergit_blame+14 | 17 | 2026-07-28+ | 66/100 | C |
| 47 | mcp-server-youtube PraveenKishore/mcp-server-youtube fetch_youtube_transcript | 1 | 2026-07-28+ | 66/100 | C |
| 48 | mu 0ximu/mu mu_auditmu_bootstrapmu_compress+11 | 14 | 2026-07-28+ | 66/100 | C |
| 49 | orchid-youtube-mcp pablitxn/orchid-youtube-mcp delete_videoget_ingestion_statusget_sources+3 | 6 | 2026-07-28+ | 66/100 | C |
| 50 | project-os-for-codex herry2059/project-os-for-codex project_os_append_progressproject_os_get_context | 2 | 2025-06-18+ | 66/100 | C |