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540 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_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 | autonomOS aterrylu/autonomOS create_agentcreate_templateget_org_chart+5 | 8 | 2026-07-28+ | 75/100 | B |
| 7 | pymcpevals akshay5995/pymcpevals adddividemultiply+3 | 6 | 2026-07-28+ | 75/100 | B |
| 8 | forgetful ScottRBK/forgetful create_code_artifactcreate_documentcreate_entity+16 | 19 | <=2025-11-25 | 74/100 | B |
| 9 | homelab-monitor SikamikanikoBG/homelab-monitor get_ai_modelsget_alertsget_benchmark+16 | 19 | 2026-07-28+ | 74/100 | B |
| 10 | grepai yoanbernabeu/grepai grepai_index_statusgrepai_list_projectsgrepai_list_workspaces+11 | 14 | 2026-07-28+ | 72/100 | B |
| 11 | mindmap-mcp-server ravi-labs/mindmap-mcp-server mindmap_auditmindmap_brainstormmindmap_capture+15 | 18 | 2025-06-18+ | 72/100 | B |
| 12 | contextplus ForLoopCodes/contextplus add_interlinked_contextcreate_relationget_blast_radius+14 | 17 | <=2025-11-25 | 71/100 | B |
| 13 | ghost ghostapp-ai/ghost ghost_index_statusghost_index_statusghost_list_directory+5 | 8 | 2026-07-28+ | 71/100 | B |
| 14 | git-filter-repo-mcp zacala1/git-filter-repo-mcp analyze_historychange_authorchange_commit_dates+19 | 22 | <=2025-11-25 | 71/100 | B |
| 15 | mcp-server MassimilianoPili/mcp-server api_getapi_healthapi_post+6 | 9 | 2026-07-28+ | 71/100 | B |
| 16 | neoimage looptech-ai/neoimage generate_image_geminigenerate_image_openai | 2 | 2026-07-28+ | 71/100 | B |
| 17 | orchestra ruska-ai/orchestra bash_tool | 1 | 2026-07-28+ | 71/100 | B |
| 18 | vibe-check-mcp-server PV-Bhat/vibe-check-mcp-server check_constitutionreset_constitutionupdate_constitution+2 | 5 | 2026-07-28+ | 71/100 | B |
| 19 | LLM-MCP ranjanjyoti152/LLM-MCP auto_extract_preferencescleanup_expired_memoriescompact_context+26 | 29 | 2026-07-28+ | 70/100 | B |
| 20 | S3-Documentation-MCP-Server yoanbernabeu/S3-Documentation-MCP-Server get_full_documentrefresh_indexsearch_documentation | 3 | 2025-06-18+ | 70/100 | B |
| 21 | Tiburcio JoaoMorais03/Tiburcio getArchitecturegetChangeSummarygetFileContext+9 | 12 | 2026-07-28+ | 70/100 | B |
| 22 | VayuPress johalputt/VayuPress create_postdelete_postget_post+4 | 7 | 2026-07-28+ | 70/100 | B |
| 23 | mcp-context-server alex-feel/mcp-context-server delete_contextdelete_context_batchfts_search_context+13 | 16 | <=2025-11-25 | 70/100 | B |
| 24 | mcp-markdown-manager joelmnz/mcp-markdown-manager createArticledeleteArticlegetArticleEmbeddingStatus+10 | 13 | <=2025-11-25 | 70/100 | B |
| 25 | youtube-knowledge-base-mcp Miandari/youtube-knowledge-base-mcp explore_librarymanage_sourceprocess_video+1 | 4 | 2026-07-28+ | 70/100 | B |
| 26 | GitPilot-MCP Divyanshu-hash/GitPilot-MCP apply_patchcheck_for_conflictsclone_repo+12 | 15 | 2026-07-28+ | 49/100 | F |
| 27 | agentic-task-system renezander030/agentic-task-system ats_createats_findats_get+5 | 8 | 2026-07-28+ | 49/100 | F |
| 28 | agriculture-chatbot ShipDreams/agriculture-chatbot execute_sqlget_object_detailslist_objects+1 | 4 | 2026-07-28+ | 49/100 | F |
| 29 | ai-browser pihapi/ai-browser clickextract_linksextract_text+8 | 11 | 2026-07-28+ | 49/100 | F |
| 30 | asya-chat-ui asya-ai/asya-chat-ui activate_cowork_documentcode_executioncreate_cowork_document+12 | 15 | 2026-07-28+ | 49/100 | F |
| 31 | blueprince-mcp myungbeans/blueprince-mcp analyze_screenshotcreate_notedelete_note+5 | 8 | <=2025-11-25 | 49/100 | F |
| 32 | conductor-mcp-server bensleveritt/conductor-mcp-server chatcodereviewconsensus+6 | 9 | 2026-07-28+ | 49/100 | F |
| 33 | crawlforge-mcp mysleekdesigns/crawlforge-mcp agentanalyze_contentbatch_scrape+28 | 31 | 2025-06-18+ | 49/100 | F |
| 34 | deep-research-mcp-server ssdeanx/deep-research-mcp-server deepResearch.run | 1 | <=2025-11-25 | 49/100 | F |
| 35 | gemini-code-assist-mcp VinnyVanGogh/gemini-code-assist-mcp gemini_analyze_buggemini_explain_codegemini_proofread_feature_plan+1 | 4 | 2026-07-28+ | 49/100 | F |
| 36 | gemini-mcp neriousy/gemini-mcp analyze-codebasecompare-technologiesdebug-assist+7 | 10 | 2026-07-28+ | 49/100 | F |
| 37 | gemini-nanobanana-mcp Junhan2/gemini-nanobanana-mcp compose_imagesedit_imagegenerate_image+1 | 4 | <=2025-11-25 | 49/100 | F |
| 38 | lore attila/lore lore_listlore_read_patternlore_search+2 | 5 | 2026-07-28+ | 49/100 | F |
| 39 | mcp-agents thomaswitt/mcp-agents claude_codeclaude_job_cancelclaude_job_result+13 | 16 | 2025-06-18+ | 49/100 | F |
| 40 | mcp-mem0-docker biojazzard/mcp-mem0-docker memory_deletememory_get_allmemory_save+1 | 4 | <=2025-11-25 | 49/100 | F |
| 41 | mcp-server-ollama-deep-researcher Cam10001110101/mcp-server-ollama-deep-researcher configureget_statusresearch | 3 | 2026-07-28+ | 49/100 | F |
| 42 | mcp-task-forge juanpiquerez/mcp-task-forge create_ticketdelete_ticketget_ticket+4 | 7 | 2026-07-28+ | 49/100 | F |
| 43 | mcp-tools GMouaad/mcp-tools CompileCSharpClassConvertBase64ImageToMermaidConvertImageToMermaid+5 | 8 | <=2025-11-25 | 49/100 | F |
| 44 | mcp-tts blacktop/mcp-tts speak | 1 | <=2025-11-25 | 49/100 | F |
| 45 | mem0-mcp tensakulabs/mem0-mcp add_memorydelete_memoryget_entity+3 | 6 | 2026-07-28+ | 49/100 | F |
| 46 | sap-mcp-server midasol/sap-mcp-server sap_authenticatesap_get_entitysap_list_services+1 | 4 | <=2025-11-25 | 49/100 | F |
| 47 | MCP-Servers balaji1233/MCP-Servers summarize_wikipedia_article | 1 | 2026-07-28+ | 48/100 | F |
| 48 | MCP-Servers Seif-Yasser-Ahmed/MCP-Servers edit_doc_contentsread_doc_contents | 2 | <=2025-11-25 | 48/100 | F |
| 49 | MCP-examples pingcy/MCP-examples add_numbersadd_numberscalculate+12 | 15 | 2026-07-28+ | 48/100 | F |
| 50 | MCP_Catalog Swissbit92/MCP_Catalog brave_web_searchexecute_swapfetch_url+11 | 14 | 2026-07-28+ | 48/100 | F |