Loading ToolBench
245 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | Verity johnnyryan/Verity consult_second_opinionverify_answer | 2 | <=2025-11-25 | 78/100 | B |
| 2 | bookstack-mcp bees-roadhouse/bookstack-mcp create_pagedelete_page |
| 12 |
| <=2025-11-25 |
| 78/100 |
| B |
| 3 | engram OscillateLabsLLC/engram add_memoryget_episodesget_status+2 | 5 | 2026-07-28+ | 77/100 | B |
| 4 | Lynkr Fast-Editor/Lynkr BashEditGlob+8 | 11 | <=2025-11-25 | 76/100 | B |
| 5 | mcp-listen decibri/mcp-listen capture_audiolist_audio_devicesvoice_query | 3 | 2026-07-28+ | 76/100 | B |
| 6 | forgetful ScottRBK/forgetful create_code_artifactcreate_documentcreate_entity+16 | 19 | <=2025-11-25 | 74/100 | B |
| 7 | homelab-monitor SikamikanikoBG/homelab-monitor get_ai_modelsget_alertsget_benchmark+16 | 19 | 2026-07-28+ | 74/100 | B |
| 8 | grepai yoanbernabeu/grepai grepai_index_statusgrepai_list_projectsgrepai_list_workspaces+11 | 14 | 2026-07-28+ | 72/100 | B |
| 9 | mindmap-mcp-server ravi-labs/mindmap-mcp-server mindmap_auditmindmap_brainstormmindmap_capture+15 | 18 | 2025-06-18+ | 72/100 | B |
| 10 | contextplus ForLoopCodes/contextplus add_interlinked_contextcreate_relationget_blast_radius+14 | 17 | <=2025-11-25 | 71/100 | B |
| 11 | ghost ghostapp-ai/ghost ghost_index_statusghost_index_statusghost_list_directory+5 | 8 | 2026-07-28+ | 71/100 | B |
| 12 | git-filter-repo-mcp zacala1/git-filter-repo-mcp analyze_historychange_authorchange_commit_dates+19 | 22 | <=2025-11-25 | 71/100 | B |
| 13 | mcp-server MassimilianoPili/mcp-server api_getapi_healthapi_post+6 | 9 | 2026-07-28+ | 71/100 | B |
| 14 | orchestra ruska-ai/orchestra bash_tool | 1 | 2026-07-28+ | 71/100 | B |
| 15 | vibe-check-mcp-server PV-Bhat/vibe-check-mcp-server check_constitutionreset_constitutionupdate_constitution+2 | 5 | 2026-07-28+ | 71/100 | B |
| 16 | LLM-MCP ranjanjyoti152/LLM-MCP auto_extract_preferencescleanup_expired_memoriescompact_context+26 | 29 | 2026-07-28+ | 70/100 | B |
| 17 | S3-Documentation-MCP-Server yoanbernabeu/S3-Documentation-MCP-Server get_full_documentrefresh_indexsearch_documentation | 3 | 2025-06-18+ | 70/100 | B |
| 18 | Tiburcio JoaoMorais03/Tiburcio getArchitecturegetChangeSummarygetFileContext+9 | 12 | 2026-07-28+ | 70/100 | B |
| 19 | VayuPress johalputt/VayuPress create_postdelete_postget_post+4 | 7 | 2026-07-28+ | 70/100 | B |
| 20 | mcp-context-server alex-feel/mcp-context-server delete_contextdelete_context_batchfts_search_context+13 | 16 | <=2025-11-25 | 70/100 | B |
| 21 | mcp-markdown-manager joelmnz/mcp-markdown-manager createArticledeleteArticlegetArticleEmbeddingStatus+10 | 13 | <=2025-11-25 | 70/100 | B |
| 22 | youtube-knowledge-base-mcp Miandari/youtube-knowledge-base-mcp explore_librarymanage_sourceprocess_video+1 | 4 | 2026-07-28+ | 70/100 | B |
| 23 | CodeRAG maciek-O-digiaidev/CodeRAG coderag_backlogcoderag_contextcoderag_docs+3 | 6 | 2026-07-28+ | 59/100 | D |
| 24 | SENTARION sammyboi81/SENTARION cost_estimatedispatch_with_dependenciesgovern+10 | 13 | 2026-07-28+ | 59/100 | D |
| 25 | gigaxity-deep-research yoloshii/gigaxity-deep-research askdiscoverexa_answer+11 | 14 | 2026-07-28+ | 59/100 | D |
| 26 | mcp-bench-router K1ta141k/mcp-bench-router get_best_design_modelget_leaderboardquery_design_model+1 | 4 | 2026-07-28+ | 59/100 | D |
| 27 | mcp-rag JMRussas/mcp-rag lookupsearch | 2 | <=2025-11-25 | 59/100 | D |
| 28 | mcp-solver szeider/mcp-solver adddividemultiply+7 | 10 | 2025-06-18+ | 59/100 | D |
| 29 | memory-cloud kagura-ai/memory-cloud exploreforgetget_context_info+6 | 9 | 2026-07-28+ | 59/100 | D |
| 30 | ollama-mcp-server paolodalprato/ollama-mcp-server list_local_modelslocal_llm_chatollama_health_check+6 | 9 | <=2025-11-25 | 59/100 | D |
| 31 | open-ocr-cli cyanxxy/open-ocr-cli analyze_document_structureextract_fields_batchre_ocr_region | 3 | 2026-07-28+ | 59/100 | D |
| 32 | openrouter-mcp th3nolo/openrouter-mcp chat_with_modelcompare_modelsget_analytics_schema+10 | 13 | 2026-07-28+ | 59/100 | D |
| 33 | rag-code-mcp doITmagic/rag-code-mcp find_type_definitionfind_usagesget_call_hierarchy+8 | 11 | 2026-07-28+ | 59/100 | D |
| 34 | the-academy im-knots/the-academy add_messageadd_participantanalyze_conversation+25 | 28 | 2026-07-28+ | 59/100 | D |
| 35 | MCP-Server-Manager gitfordev2026/MCP-Server-Manager addbullets_to_prose_promptcalculate+20 | 23 | <=2025-11-25 | 58/100 | D |
| 36 | Ollqd guttbuster/Ollqd delete_collectionindex_codebaseindex_documents+2 | 5 | 2026-07-28+ | 58/100 | D |
| 37 | OpenrouterMCP overtimepog/OpenrouterMCP openrouter_chatopenrouter_generate_imageopenrouter_get_cost_summary+6 | 9 | 2025-06-18+ | 58/100 | D |
| 38 | agentic-workflow-mcp Antarpreet/agentic-workflow-mcp api_fetchappend_fileappend_file_lines+15 | 18 | <=2025-11-25 | 58/100 | D |
| 39 | any-docs-mcp jusedit/any-docs-mcp add_docs_to_projectlist_docslist_project_docs+3 | 6 | 2026-07-28+ | 58/100 | D |
| 40 | ask-gemini-mcp Lykhoyda/ask-gemini-mcp ask-antigravityask-antigravityask-claude+17 | 20 | 2025-06-18+ | 58/100 | D |
| 41 | claude-sidekick-dotnet suryapratap/claude-sidekick-dotnet list_filesmove_fileollama_chat+6 | 9 | <=2025-11-25 | 58/100 | D |
| 42 | freellmpool 0xzr/freellmpool free_llm_askfree_llm_battlefree_llm_models+10 | 13 | <=2025-11-25 | 58/100 | D |
| 43 | image-generation-mcp-server xiehaibin18/image-generation-mcp-server generate_image_from_prompt | 1 | <=2025-11-25 | 58/100 | D |
| 44 | knowledge-base-mcp puran-water/knowledge-base-mcp ingest_assess_qualityingest_chunkingest_corpus_upsert+27 | 30 | <=2025-11-25 | 58/100 | D |
| 45 | long-term-memory ihwooMil/long-term-memory auto_searchmemory_deletememory_get_related+6 | 9 | <=2025-11-25 | 58/100 | D |
| 46 | markdown-rag-mcp SowmeshSharma0/markdown-rag-mcp find_similar_contentsearch_knowledgeupdate_knowledge | 3 | <=2025-11-25 | 58/100 | D |
| 47 | mcp-insights-assistant hakant66/mcp-insights-assistant ingest_csvingest_pdfsearch_docs | 3 | <=2025-11-25 | 58/100 | D |
| 48 | mcp-openrouter Hulupeep/mcp-openrouter compare_modelsget_cheapest_modelsget_model+4 | 7 | 2026-07-28+ | 58/100 | D |
| 49 | mcp-server-outlook-email Cam10001110101/mcp-server-outlook-email analyze_sentimentcategorize_emailsexport_data+9 | 12 | <=2025-11-25 | 58/100 | D |
| 50 | memory-qdrant-mcp balaji-g42/memory-qdrant-mcp memory_adminmemory_contextmemory_create+6 | 9 | 2026-07-28+ | 58/100 | D |