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3,998 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 2651 | AI-VIBE-CLI-PYTHON mk-knight23/AI-VIBE-CLI-PYTHON rag_index | 1 | <=2025-11-25 | 41/100 | F |
| 2652 | Chrome-Crawler-mcp consistentJake/Chrome-Crawler-mcp click_post_by_index |
| 6 |
| 2026-07-28+ |
| 41/100 |
| F |
| 2653 | ClawLite eobarretooo/ClawLite agents_listapply_patchcron+23 | 26 | <=2025-11-25 | 41/100 | F |
| 2654 | CodeBuddy-MCP satwik6941/CodeBuddy-MCP execute_bashexecute_pythonlist_local_files+10 | 13 | 2026-07-28+ | 41/100 | F |
| 2655 | ContextEngine FASTPROD/ContextEngine activateactivation_statusagent_cost+19 | 22 | 2026-07-28+ | 41/100 | F |
| 2656 | DataMaster-MCP szqshan/DataMaster-MCP analyze_dataapi_data_previewconnect_data_source+11 | 14 | <=2025-11-25 | 41/100 | F |
| 2657 | FoundryBrowserAutomation leestott/FoundryBrowserAutomation check-foundry-statusget-available-modelsprocess-mcp-prompt+4 | 7 | <=2025-11-25 | 41/100 | F |
| 2658 | Friendantial mirulili/Friendantial backtest/simulatebasic_analysis/news-sentiment/{stock_code}basic_analysis/recommendations+7 | 10 | <=2025-11-25 | 41/100 | F |
| 2659 | GraphMemory-IDE elementalcollision/GraphMemory-IDE graph_analyzegraph_queryknowledge_cluster+7 | 10 | 2026-07-28+ | 41/100 | F |
| 2660 | Ground-Control autarchy-ai/Ground-Control cite_forwardcite_resolvecite_search+40 | 43 | 2026-07-28+ | 41/100 | F |
| 2661 | MCP-HGMF GenTelLab/MCP-HGMF chat_ollamacosine_similarityextract_parameter_type+16 | 19 | 2026-07-28+ | 41/100 | F |
| 2662 | MCP-PR-REVIEW- Himanshupvt/MCP-PR-REVIEW- create_notion_pagefetch_pr | 2 | 2026-07-28+ | 41/100 | F |
| 2663 | MCP-Server iramsk02/MCP-Server get_jira_issuelist_mifos_filesread_mifos_file+3 | 6 | 2026-07-28+ | 41/100 | F |
| 2664 | MCP-Server- aaronfuenzalida/MCP-Server- add_employeelist_employees | 2 | 2026-07-28+ | 41/100 | F |
| 2665 | MCP-Server-Project devanshukd04/MCP-Server-Project apply_leaveget_leave_balanceget_leave_history | 3 | 2026-07-28+ | 41/100 | F |
| 2666 | 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 |
| 2667 | McpHub Soflutionltd/McpHub addadd_serverbenchmark+24 | 27 | <=2025-11-25 | 41/100 | F |
| 2668 | a2a aymenfurter/a2a create_issuecreate_work_itemgetConfluencePage+2 | 5 | <=2025-11-25 | 41/100 | F |
| 2669 | bansho Microck/bansho delete_customerlist_customers | 2 | 2026-07-28+ | 41/100 | F |
| 2670 | better-chatbot cgoinglove/better-chatbot CreateBarChartCreateLineChartCreatePieChart+6 | 9 | 2025-06-18+ | 41/100 | F |
| 2671 | browser-mcp pranav7/browser-mcp search_websearch_web_with_planning | 2 | <=2025-11-25 | 41/100 | F |
| 2672 | celp-mcp CelpAI/celp-mcp query-databasequery-database-turbo | 2 | 2026-07-28+ | 41/100 | F |
| 2673 | cerebellum jj-valentine/cerebellum capturelist_recentsemantic_search+1 | 4 | 2026-07-28+ | 41/100 | F |
| 2674 | codesense-mcp-server codyrao/codesense-mcp-server analyze_code_structurecreate_repo_from_zipfetch_repository+9 | 12 | 2026-07-28+ | 41/100 | F |
| 2675 | 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 |
| 2676 | 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 |
| 2677 | db-mcp ShootaOT/db-mcp list_adaptersserver_healthserver_info | 3 | <=2025-11-25 | 41/100 | F |
| 2678 | deepsql DeepSQLAI/deepsql analyze_connection_patternsanalyze_query_patternsanalyze_query_plans+22 | 25 | 2026-07-28+ | 41/100 | F |
| 2679 | enhanced-postgres-mcp-server GarethCott/enhanced-postgres-mcp-server alterTablecreateFunctioncreateIndex+7 | 10 | 2026-07-28+ | 41/100 | F |
| 2680 | eon-mcp-workshop arnonym/eon-mcp-workshop getEmployeesget_database_schemaget_sample_data+1 | 4 | 2025-06-18+ | 41/100 | F |
| 2681 | jira-github-mcp TamarEngel/jira-github-mcp github_commit_and_pushgithub_create_branchgithub_create_pull_request+5 | 8 | 2026-07-28+ | 41/100 | F |
| 2682 | job-application-automator-mcp ajay-automates/job-application-automator-mcp simple_form_extractionsimple_form_filling | 2 | <=2025-11-25 | 41/100 | F |
| 2683 | kosher whittle/kosher browser_clickbrowser_navigatebrowser_press_key+3 | 6 | 2026-07-28+ | 41/100 | F |
| 2684 | litestar-habittracker darialissi/litestar-habittracker get_habits_overall | 1 | <=2025-11-25 | 41/100 | F |
| 2685 | llm-with-mcp muhammadhamthan/llm-with-mcp addget_all_students_nameget_courses+3 | 6 | 2026-07-28+ | 41/100 | F |
| 2686 | lousy-agents zpratt/lousy-agents analyze_action_versionsanalyze_instruction_qualitycreate_claude_code_web_setup+7 | 10 | 2026-07-28+ | 41/100 | F |
| 2687 | mcp-bundler highlight-ing/mcp-bundler bundlerhealthv2/bundler | 3 | 2026-07-28+ | 41/100 | F |
| 2688 | mcp-cn mengjian-github/mcp-cn browser_clickbrowser_closebrowser_console_messages+23 | 26 | 2026-07-28+ | 41/100 | F |
| 2689 | mcp-course nordquant/mcp-course addaddgenerateImage+12 | 15 | 2026-07-28+ | 41/100 | F |
| 2690 | mcp-forge mozaloom/mcp-forge analyze_file_changesget_pr_templatesget_recent_actions_events+5 | 8 | <=2025-11-25 | 41/100 | F |
| 2691 | mcp-introduction-workshop joshua-zingale/mcp-introduction-workshop execute_codewrite_poem | 2 | 2025-06-18+ | 41/100 | F |
| 2692 | mcp-linker milisp/mcp-linker | 0 | 2026-07-28+ | 41/100 | F |
| 2693 | mcp-llms-txt-explorer thedaviddias/mcp-llms-txt-explorer check_websiteget_websitelist_websites | 3 | 2026-07-28+ | 41/100 | F |
| 2694 | mcp-mindmesh 7ossamfarid/mcp-mindmesh analyze_swarm_coherenceexecute_webcontainer_taskget_instance_state+5 | 8 | 2026-07-28+ | 41/100 | F |
| 2695 | mcp-openai-example lucas-kaminski/mcp-openai-example get_all_car_brandsget_all_cars_by_brandselect_all_brands+1 | 4 | 2026-07-28+ | 41/100 | F |
| 2696 | mcp-playground nazish-qamar/mcp-playground addaddget_weather+3 | 6 | 2026-07-28+ | 41/100 | F |
| 2697 | mcp-rep pangerlkr/mcp-rep clickcreate_issuefetch+17 | 20 | 2026-07-28+ | 41/100 | F |
| 2698 | mcp-server phonevox/mcp-server echoenviar-faturalistar-clientes-pelo-celular+5 | 8 | 2025-06-18+ | 41/100 | F |
| 2699 | mcp-server raptor7197/mcp-server echoget_alertsllm_predict | 3 | <=2025-11-25 | 41/100 | F |
| 2700 | mcp-server Jaizkibel/mcp-server get_javadocget_sourcehttp_get_request+2 | 5 | <=2025-11-25 | 41/100 | F |