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6,124 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 5001 | spring-ai-mcp bhaumikymehta/spring-ai-mcp getAiResponsegetSimpleAiResponsehandleQuery |
| 4 |
| 2026-07-28+ |
| 32/100 |
| F |
| 5002 | starter kitwork/starter GET /*GET /api/GET /api/gold+18 | 21 | 2026-07-28+ | 32/100 | F |
| 5003 | xiaozhi-esp32-server xinnan-tech/xiaozhi-esp32-server device_iot_toolsdevice_mcp_toolsmcp_endpoint_tools+2 | 5 | <=2025-11-25 | 32/100 | F |
| 5004 | AI tryAGI/AI | 0 | <=2025-11-25 | 31/100 | F |
| 5005 | AI-SRE-agent saikrishnaveginati/AI-SRE-agent check_recent_errorsdetect_latency_issueget_metrics+1 | 4 | 2026-07-28+ | 31/100 | F |
| 5006 | DevCrew shlmt/DevCrew clone github projectrun local command | 2 | 2026-07-28+ | 31/100 | F |
| 5007 | Dual-Mode-Conversational-AI-Assistant AasthaPJoshi/Dual-Mode-Conversational-AI-Assistant GET /GET /full_historyGET /history+15 | 18 | 2026-07-28+ | 31/100 | F |
| 5008 | Github-mcp-server Domainrajud/Github-mcp-server add_comment_to_pending_reviewadd_issue_commentassign_copilot_to_issue+48 | 51 | 2026-07-28+ | 31/100 | F |
| 5009 | Harbor JoshuaShunk/Harbor Add tools to the blocklistClear all tool filters for a serverSet the tool allowlist+14 | 17 | <=2025-11-25 | 31/100 | F |
| 5010 | Local-AI-home-assistant-with-MCP-server-and-UI-UX-Home-Assistant-integration- Herman940306/Local-AI-home-assistant-with-MCP-server-and-UI-UX-Home-Assistant-integration- ai_integrationarchitecture_analysiscompliance_validation+17 | 20 | 2026-07-28+ | 31/100 | F |
| 5011 | MCP-Core-Architecture-Withou-MCP dev-mahfuj80/MCP-Core-Architecture-Withou-MCP get_bookread_books_database | 2 | 2026-07-28+ | 31/100 | F |
| 5012 | MCP-OPEN-AI-Azure-Helpdesk huy-pnk/MCP-OPEN-AI-Azure-Helpdesk helpdesk_check_auth_statushelpdesk_create_tickethelpdesk_get_tickets+3 | 6 | 2026-07-28+ | 31/100 | F |
| 5013 | MCP-SERVER-PG divyanshu-vashu/MCP-SERVER-PG query | 1 | 2025-06-18+ | 31/100 | F |
| 5014 | MCP-Server zxerai/MCP-Server call_tool | 1 | 2026-07-28+ | 31/100 | F |
| 5015 | MCPCorpus Snakinya/MCPCorpus batch_request_clientsbatch_request_serversclean_server_data+16 | 19 | 2026-07-28+ | 31/100 | F |
| 5016 | Postgres-MCP thromel/Postgres-MCP executeQuery | 1 | <=2025-11-25 | 31/100 | F |
| 5017 | SocialWelfare RealSan1/SocialWelfare crawl_from_searchgenerate_title_and_categorysearch_sites_with_gemini+2 | 5 | <=2025-11-25 | 31/100 | F |
| 5018 | Wormhole wormholeportal/Wormhole tasks/canceltasks/gettasks/pushNotification/get+4 | 7 | 2026-07-28+ | 31/100 | F |
| 5019 | Xiaoadianyuan mark190011/Xiaoadianyuan admin_chat_answerchar_similaritycheck_game_response+48 | 51 | 2026-07-28+ | 31/100 | F |
| 5020 | ai-by-tests MinCha/ai-by-tests getEmbeddingsgetResponse | 2 | <=2025-11-25 | 31/100 | F |
| 5021 | ai-prd-generator cdeust/ai-prd-generator activate_licenseanalyze_requirementscontinue_session+11 | 14 | 2026-07-28+ | 31/100 | F |
| 5022 | codebase-context PatrickSys/codebase-context | 0 | 2026-07-28+ | 31/100 | F |
| 5023 | demo-mcp xpr35/demo-mcp getTextupdateText | 2 | 2026-07-28+ | 31/100 | F |
| 5024 | fastapi-ai-mcp Mg30/fastapi-ai-mcp echo_resourceecho_tool | 2 | 2026-07-28+ | 31/100 | F |
| 5025 | fei-ai-agent flyflyaba/fei-ai-agent doTerminatedownloadResourceexecuteTerminalCommand+6 | 9 | 2026-07-28+ | 31/100 | F |
| 5026 | github-meta-mcp-server PoliTwit1984/github-meta-mcp-server create_repo | 1 | 2026-07-28+ | 31/100 | F |
| 5027 | gradio-github-runner neonwatty/gradio-github-runner build_and_push_image | 1 | <=2025-11-25 | 31/100 | F |
| 5028 | guild mathomhaus/guild guild_session_startguild_set_projectguild_status+40 | 43 | <=2025-11-25 | 31/100 | F |
| 5029 | hexanorm-mcp pmaojo/hexanorm-mcp blast_radiusindex_step_definitionslink_requirement+1 | 4 | 2026-07-28+ | 31/100 | F |
| 5030 | langgraph-sandbox ShanAlam/langgraph-sandbox add_funcmultiply_funcretrival_tool+3 | 6 | 2026-07-28+ | 31/100 | F |
| 5031 | lei-ai-agent lilei0303/lei-ai-agent doTerminatedownloadResourceexecuteTerminalCommand+5 | 8 | <=2025-11-25 | 31/100 | F |
| 5032 | lite-mcp stonehill-2345/lite-mcp | 0 | 2026-07-28+ | 31/100 | F |
| 5033 | llm-analysis-assistant xuzexin-hz/llm-analysis-assistant GET /api/tagsGET /api/versionGET /v1/models+21 | 24 | <=2025-11-25 | 31/100 | F |
| 5034 | mcp jobstash/mcp get_search_urlprocess_cv_job_datasearch_jobs | 3 | 2026-07-28+ | 31/100 | F |
| 5035 | mcp-atlassian dotsoffa/mcp-atlassian confluence_add_commentconfluence_create_pageconfluence_get_labels+21 | 24 | <=2025-11-25 | 31/100 | F |
| 5036 | mcp-chat-client thoughtspot/mcp-chat-client image-generationpythonweb-search | 3 | 2026-07-28+ | 31/100 | F |
| 5037 | mcp-core z1labs/mcp-core deleteUserWalletexportWalletPrivateKeygetUserWalletList | 3 | 2026-07-28+ | 31/100 | F |
| 5038 | mcp-hackathon-sf 1300Sarthak/mcp-hackathon-sf bright_data | 1 | <=2025-11-25 | 31/100 | F |
| 5039 | mcp-inventoryRB Steve246/mcp-inventoryRB bus_routeslis_source_destinationroute_details_filtered+2 | 5 | 2026-07-28+ | 31/100 | F |
| 5040 | mcp-iot tkumata/mcp-iot get_hmmd_distanceget_latest_climate | 2 | <=2025-11-25 | 31/100 | F |
| 5041 | mcp-morning-tech-news ChrisGibe/mcp-morning-tech-news get_morning_news | 1 | 2026-07-28+ | 31/100 | F |
| 5042 | mcp-ollama-postgres rajeevchandra/mcp-ollama-postgres sql://query | 1 | 2026-07-28+ | 31/100 | F |
| 5043 | mcp-project-manager croffasia/mcp-project-manager create_epiccreate_ideacreate_task+13 | 16 | 2026-07-28+ | 31/100 | F |
| 5044 | mcp-server rauljariasz/mcp-server createClasscreateCoursedeleteClass+20 | 23 | 2026-07-28+ | 31/100 | F |
| 5045 | mcp-server krakend/mcp-server audit_securitydetect_featuresget_documentation+4 | 7 | 2026-07-28+ | 31/100 | F |
| 5046 | mcp_server_client_assessment hamzabarak/mcp_server_client_assessment process_query | 1 | 2026-07-28+ | 31/100 | F |
| 5047 | mcpshield kellyclaudeai/mcpshield addcache gccache purge+7 | 10 | 2026-07-28+ | 31/100 | F |
| 5048 | mneme-ai patsa2561-art/mneme-ai mneme.antivirus.scanmneme.audit.sessionmneme.capabilities+17 | 20 | 2026-07-28+ | 31/100 | F |
| 5049 | muselink-backend code-bottle/muselink-backend askHumandoTerminatedownloadResource+6 | 9 | <=2025-11-25 | 31/100 | F |
| 5050 | opencrow gokhantos/opencrow crondb_queryeconomic_calendar+23 | 26 | <=2025-11-25 | 31/100 | F |