Loading ToolBench
431 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | bookstack-mcp bees-roadhouse/bookstack-mcp create_pagedelete_pagedirectory+9 | 12 | <=2025-11-25 | 78/100 | B |
| 2 | Lynkr |
| 11 |
| <=2025-11-25 |
| 76/100 |
| B |
| 3 | pymcpevals akshay5995/pymcpevals adddividemultiply+3 | 6 | 2026-07-28+ | 75/100 | B |
| 4 | gpt-image-2-mcp Borys520/gpt-image-2-mcp continue_edit_sessionedit_imageend_edit_session+3 | 6 | 2025-06-18+ | 74/100 | B |
| 5 | mcp-rust-docs-embed 0xDAEF0F/mcp-rust-docs-embed check_embed_statusembed_repoquery_embeddings | 3 | <=2025-11-25 | 74/100 | B |
| 6 | mcp-doctor Jiansen/mcp-doctor check_serverlist_dimensions | 2 | 2025-06-18+ | 73/100 | B |
| 7 | grepai yoanbernabeu/grepai grepai_index_statusgrepai_list_projectsgrepai_list_workspaces+11 | 14 | 2026-07-28+ | 72/100 | B |
| 8 | mcp lsfusion/mcp lsfusion_get_guidancelsfusion_retrieve_docs | 2 | 2025-06-18+ | 72/100 | B |
| 9 | git-filter-repo-mcp zacala1/git-filter-repo-mcp analyze_historychange_authorchange_commit_dates+19 | 22 | <=2025-11-25 | 71/100 | B |
| 10 | openAI-gpt-image-1-MCP-SERVER ex-takashima/openAI-gpt-image-1-MCP-SERVER cancel_jobcheck_job_statusedit_image+9 | 12 | <=2025-11-25 | 71/100 | B |
| 11 | LLM-MCP ranjanjyoti152/LLM-MCP auto_extract_preferencescleanup_expired_memoriescompact_context+26 | 29 | 2026-07-28+ | 70/100 | B |
| 12 | Tiburcio JoaoMorais03/Tiburcio getArchitecturegetChangeSummarygetFileContext+9 | 12 | 2026-07-28+ | 70/100 | B |
| 13 | docs-mcp speakeasy-api/docs-mcp get_docsearch_docs | 2 | 2026-07-28+ | 70/100 | B |
| 14 | docs-mcp-server arabold/docs-mcp-server cancel_jobfetch_urlfind_version+7 | 10 | 2026-07-28+ | 70/100 | B |
| 15 | sanzaru TJC-LP/sanzaru _get_media_datachat_with_audiocompress_audio+19 | 22 | 2026-07-28+ | 70/100 | B |
| 16 | eval-view hidai25/eval-view create_testrun_checkrun_snapshot | 3 | 2026-07-28+ | 69/100 | C |
| 17 | obsidian_mcp_rest_server CyberdyneCorp/obsidian_mcp_rest_server execute_queryget_backlinksget_connections+8 | 11 | 2026-07-28+ | 69/100 | C |
| 18 | smart-ai-bridge Platano78/smart-ai-bridge askbackup_restorereview+1 | 4 | <=2025-11-25 | 69/100 | C |
| 19 | RagScore HZYAI/RagScore evaluate_raggenerate_qa_dataset | 2 | 2026-07-28+ | 68/100 | C |
| 20 | agent cipi-sh/agent app_infoartisandb_query+3 | 6 | 2026-07-28+ | 68/100 | C |
| 21 | cachly-mcp cachly-dev/cachly-mcp cache_deletecache_existscache_get+11 | 14 | 2026-07-28+ | 68/100 | C |
| 22 | eywa-continuum buildoak/eywa-continuum eywa_extracteywa_get | 2 | <=2025-11-25 | 68/100 | C |
| 23 | juglans juglans-ai/juglans edit_fileread_filewrite_file | 3 | <=2025-11-25 | 68/100 | C |
| 24 | rosary agentic-research/rosary rsry_bead_closersry_bead_creatersry_bead_update+1 | 4 | 2026-07-28+ | 68/100 | C |
| 25 | brainstorm-mcp spranab/brainstorm-mcp add_providerbrainstormbrainstorm_collect+4 | 7 | 2026-07-28+ | 67/100 | C |
| 26 | coding-agent-loop manishiitg/coding-agent-loop capture_contextget_activity_statustrigger_and_auto_notify | 3 | 2026-07-28+ | 67/100 | C |
| 27 | geostorm geostorm-ai/geostorm get_project_summaryget_run_detailget_trajectory+1 | 4 | 2026-07-28+ | 67/100 | C |
| 28 | ken townsendmerino/ken callersdefinitionfind_related+7 | 10 | 2026-07-28+ | 67/100 | C |
| 29 | statelessagent sgx-labs/statelessagent find_similar_notesget_noteindex_stats+5 | 8 | 2026-07-28+ | 67/100 | C |
| 30 | ScreenForge jhinzzz/ScreenForge ui_agent_capabilitiesui_agent_executeui_agent_inspect_ui+2 | 5 | 2025-06-18+ | 66/100 | C |
| 31 | ai-memory-layer NishantJLU/ai-memory-layer flag_contradictionlist_recent_memoriesrecall_memory+1 | 4 | 2026-07-28+ | 66/100 | C |
| 32 | chatgpt-interlocutor jyumanzor/chatgpt-interlocutor ask_chatgptcompare_approaches | 2 | 2026-07-28+ | 66/100 | C |
| 33 | codesight camilojourney/codesight askconfighealth+3 | 6 | 2026-07-28+ | 66/100 | C |
| 34 | design-systems-mcp southleft/design-systems-mcp browse_by_categorybrowse_by_tagget_all_tags+2 | 5 | 2026-07-28+ | 66/100 | C |
| 35 | engram coinstax/engram briefingcontinue_consultationlist_consultations+7 | 10 | 2026-07-28+ | 66/100 | C |
| 36 | image-gen-mcp simonChoi034/image-gen-mcp edit_imagegenerate_imageget_model_capabilities | 3 | 2025-06-18+ | 66/100 | C |
| 37 | mcp Cortexa-LLC/mcp add_entityadd_observationget_file_context+5 | 8 | 2026-07-28+ | 66/100 | C |
| 38 | miru-code takara-ai/miru-code authexpandfind_related+3 | 6 | 2026-07-28+ | 66/100 | C |
| 39 | Vibetape-MCP-Server sambaleuk/Vibetape-MCP-Server add_actoradd_commentadd_relation+17 | 20 | 2026-07-28+ | 65/100 | C |
| 40 | agent-intern SinanTufekci/agent-intern antigravity_askantigravity_continuecodex_ask+7 | 10 | 2026-07-28+ | 65/100 | C |
| 41 | ctxpp cavenine/ctxpp ctxpp_indexctxpp_search | 2 | 2026-07-28+ | 65/100 | C |
| 42 | diagram-forge jessepike/diagram-forge edit_diagramgenerate_diagramget_usage_report+3 | 6 | 2026-07-28+ | 65/100 | C |
| 43 | mcp-vision-bridge KuaaMU/mcp-vision-bridge analyze_image | 1 | 2026-07-28+ | 65/100 | C |
| 44 | obsidian-rag-mcp mpaguilar/obsidian-rag-mcp delete_vaultget_all_tagsget_document+9 | 12 | <=2025-11-25 | 65/100 | C |
| 45 | EntraNewsMCPServer darrenjrobinson/EntraNewsMCPServer find_tool_mentionsget_issuelist_issues+1 | 4 | 2026-07-28+ | 64/100 | C |
| 46 | axis VirSanghavi/axis cancel_jobclaim_jobclaim_next_job+26 | 29 | 2026-07-28+ | 64/100 | C |
| 47 | claude-context zilliztech/claude-context clear_indexget_indexing_statusindex_codebase+1 | 4 | 2026-07-28+ | 64/100 | C |
| 48 | generator context-hub/generator project-switchprojects-listprompt-get+1 | 4 | <=2025-11-25 | 64/100 | C |
| 49 | greybeard btotharye/greybeard coach_communicationlist_packsreview_decision+1 | 4 | 2026-07-28+ | 64/100 | C |
| 50 | mcp-arduino-server Volt23/mcp-arduino-server create_new_sketchgenerate_diagram_from_yamlget_wireviz_instructions+19 | 22 | <=2025-11-25 | 64/100 | C |