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5,407 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 3651 | test-mcp-server Ujwalmahajan777/test-mcp-server add_expenselist_expensessummarize | 3 | 2026-07-28+ | 42/100 | F |
| 3652 | tidymodels-mcp |
| 7 |
| 2026-07-28+ |
| 42/100 |
| F |
| 3653 | time-complexity-mcp Luzgan/time-complexity-mcp analyze_directoryanalyze_fileanalyze_function+2 | 5 | 2026-07-28+ | 42/100 | F |
| 3654 | tollbooth-dpyc lonniev/tollbooth-dpyc approve_adoptioncertify_creditscheck_authority_approval+16 | 19 | 2026-07-28+ | 42/100 | F |
| 3655 | vmlx jjang-ai/vmlx list_directoryread_fileread_image+3 | 6 | 2026-07-28+ | 42/100 | F |
| 3656 | wonk etr/wonk wonk_calleeswonk_callerswonk_context+6 | 9 | 2026-07-28+ | 42/100 | F |
| 3657 | 1mcpserver particlefuture/1mcpserver configure_mcp_plandeep_search_planningexample_mcp_config_file | 3 | 2026-07-28+ | 41/100 | F |
| 3658 | AI-VIBE-CLI-PYTHON mk-knight23/AI-VIBE-CLI-PYTHON rag_index | 1 | <=2025-11-25 | 41/100 | F |
| 3659 | AutoMCP jroakes/AutoMCP RestApiTool | 1 | <=2025-11-25 | 41/100 | F |
| 3660 | CodeBuddy-MCP satwik6941/CodeBuddy-MCP execute_bashexecute_pythonlist_local_files+10 | 13 | 2026-07-28+ | 41/100 | F |
| 3661 | ContextEngine FASTPROD/ContextEngine activateactivation_statusagent_cost+19 | 22 | 2026-07-28+ | 41/100 | F |
| 3662 | DataMaster-MCP szqshan/DataMaster-MCP analyze_dataapi_data_previewconnect_data_source+11 | 14 | <=2025-11-25 | 41/100 | F |
| 3663 | Friendantial mirulili/Friendantial backtest/simulatebasic_analysis/news-sentiment/{stock_code}basic_analysis/recommendations+7 | 10 | <=2025-11-25 | 41/100 | F |
| 3664 | GraphMemory-IDE elementalcollision/GraphMemory-IDE graph_analyzegraph_queryknowledge_cluster+7 | 10 | 2026-07-28+ | 41/100 | F |
| 3665 | Ground-Control autarchy-ai/Ground-Control cite_forwardcite_resolvecite_search+40 | 43 | 2026-07-28+ | 41/100 | F |
| 3666 | Groupem dragonscypher/Groupem auth.enrollTotpauth.loginauth.logout+16 | 19 | 2026-07-28+ | 41/100 | F |
| 3667 | JAVA-Agents-MCP qq749812679/JAVA-Agents-MCP add_documentclean_textcreate_task+13 | 16 | 2026-07-28+ | 41/100 | F |
| 3668 | MCP-Agent-Template Misaya0/MCP-Agent-Template askingest_fileread_doc+1 | 4 | 2026-07-28+ | 41/100 | F |
| 3669 | MCP-PR-REVIEW- Himanshupvt/MCP-PR-REVIEW- create_notion_pagefetch_pr | 2 | 2026-07-28+ | 41/100 | F |
| 3670 | MCP-Server iramsk02/MCP-Server get_jira_issuelist_mifos_filesread_mifos_file+3 | 6 | 2026-07-28+ | 41/100 | F |
| 3671 | MCP-Server- aaronfuenzalida/MCP-Server- add_employeelist_employees | 2 | 2026-07-28+ | 41/100 | F |
| 3672 | MCP_Server_Practice Dhiraj123-star/MCP_Server_Practice addaddaudio_query+9 | 12 | 2026-07-28+ | 41/100 | F |
| 3673 | Mastering-Context-Aware-AI-Engineering-with-LangChain-and-MCP ava-orange-education/Mastering-Context-Aware-AI-Engineering-with-LangChain-and-MCP api_calldatabase_searchfile_operations+8 | 11 | 2026-07-28+ | 41/100 | F |
| 3674 | McpHub Soflutionltd/McpHub addadd_serverbenchmark+24 | 27 | <=2025-11-25 | 41/100 | F |
| 3675 | Smart-MCP PrimeRoxy/Smart-MCP CorebriefGeo_whisperInsight_scope+7 | 10 | 2026-07-28+ | 41/100 | F |
| 3676 | SpecLoom kpruntov/SpecLoom loom_approveloom_assignloom_check_gate+16 | 19 | 2026-07-28+ | 41/100 | F |
| 3677 | Warden-AI rynald0cst0ltziam/Warden-AI warden_architecture_overviewwarden_audit_trailwarden_auto_promote_check+26 | 29 | <=2025-11-25 | 41/100 | F |
| 3678 | a2a aymenfurter/a2a create_issuecreate_work_itemgetConfluencePage+2 | 5 | <=2025-11-25 | 41/100 | F |
| 3679 | agent-memory-mcp ipiton/agent-memory-mcp accept_session_changesanalyze_sessionclose_session+47 | 50 | <=2025-11-25 | 41/100 | F |
| 3680 | agentlens calderbuild/agentlens read_filerun_commandsearch+1 | 4 | 2026-07-28+ | 41/100 | F |
| 3681 | agentweave shanviinnovations/agentweave create_agentcreate_agent_backendcreate_task+15 | 18 | 2026-07-28+ | 41/100 | F |
| 3682 | agile-planner-mcp-server cyberlife-coder/agile-planner-mcp-server generateBackloggenerateFeature | 2 | <=2025-11-25 | 41/100 | F |
| 3683 | aivectormemory Edlineas/aivectormemory add_issueadd_memoryadd_task+13 | 16 | <=2025-11-25 | 41/100 | F |
| 3684 | azure-voice-assistant jphein/azure-voice-assistant chatclear_cacheconfigure+2 | 5 | 2026-07-28+ | 41/100 | F |
| 3685 | bansho Microck/bansho delete_customerlist_customers | 2 | 2026-07-28+ | 41/100 | F |
| 3686 | better-chatbot cgoinglove/better-chatbot CreateBarChartCreateLineChartCreatePieChart+6 | 9 | 2025-06-18+ | 41/100 | F |
| 3687 | celp-mcp CelpAI/celp-mcp query-databasequery-database-turbo | 2 | 2026-07-28+ | 41/100 | F |
| 3688 | cerebellum jj-valentine/cerebellum capturelist_recentsemantic_search+1 | 4 | 2026-07-28+ | 41/100 | F |
| 3689 | claude-mcp-setup patruff/claude-mcp-setup healthinsertinsert_file+4 | 7 | 2026-07-28+ | 41/100 | F |
| 3690 | cmos-mcp kneelinghorse/cmos-mcp cmos_agent_onboardcmos_authcmos_constraints+14 | 17 | 2026-07-28+ | 41/100 | F |
| 3691 | cntx-ui whaleen/cntx-ui agent/discoveragent/investigateagent/query+6 | 9 | 2026-07-28+ | 41/100 | F |
| 3692 | codesense-mcp-server codyrao/codesense-mcp-server analyze_code_structurecreate_repo_from_zipfetch_repository+9 | 12 | 2026-07-28+ | 41/100 | F |
| 3693 | codex-image-context-runtime shixinnt/codex-image-context-runtime cancel_jobget_job_handoffget_job_status+2 | 5 | 2025-06-18+ | 41/100 | F |
| 3694 | conversational-ai mukeshmk/conversational-ai get_alertsget_forecast | 2 | <=2025-11-25 | 41/100 | F |
| 3695 | crawler-with-api-and-mcp jawa7/crawler-with-api-and-mcp add_webpage_to_databasecheck_webpage_exists_in_databasereturn_full_webpage_html | 3 | 2026-07-28+ | 41/100 | F |
| 3696 | cursor-db-mcp jbdamask/cursor-db-mcp get_chat_dataget_project_dataget_specific_key+2 | 5 | <=2025-11-25 | 41/100 | F |
| 3697 | cv-writer-mcp francisco-perez-sorrosal/cv-writer-mcp check_latex_installationcompile_and_improve_stylecompile_latex_to_pdf+6 | 9 | 2026-07-28+ | 41/100 | F |
| 3698 | db-mcp ShootaOT/db-mcp list_adaptersserver_healthserver_info | 3 | <=2025-11-25 | 41/100 | F |
| 3699 | deepsql DeepSQLAI/deepsql analyze_connection_patternsanalyze_query_patternsanalyze_query_plans+22 | 25 | 2026-07-28+ | 41/100 | F |
| 3700 | enhanced-postgres-mcp-server GarethCott/enhanced-postgres-mcp-server alterTablecreateFunctioncreateIndex+7 | 10 | 2026-07-28+ | 41/100 | F |