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2,831 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1401 | platform-engineering codetocloudorg/platform-engineering CreatePrSuggestionFixMyTestsAgentGetPrMetadata+11 | 14 | 2026-07-28+ | 48/100 | F |
| 1402 | playwright-ai-integration chrisminnick/playwright-ai-integration click_elementclose_browserfill_input |
| 12 |
| 2026-07-28+ |
| 48/100 |
| F |
| 1403 | pr-mcp-server valentin-harrang/pr-mcp-server analyze_branchcreate_prcreate_pr_complete+5 | 8 | 2026-07-28+ | 48/100 | F |
| 1404 | project-vectorizer starkbaknet/project-vectorizer get_file_contentget_project_statslist_files+1 | 4 | <=2025-11-25 | 48/100 | F |
| 1405 | propiedades-mx juanpasaflipz/propiedades-mx conversational-searchdocumentationenhance-query+16 | 19 | <=2025-11-25 | 48/100 | F |
| 1406 | provider-fallback-plugin AttendantLion8/provider-fallback-plugin analytics.costsanalytics.providersanalytics.summary+8 | 11 | 2026-07-28+ | 48/100 | F |
| 1407 | prow-mcp-server redhat-community-ai-tools/prow-mcp-server diagnose_periodic_failuresdiagnose_pr_build_statusdiagnose_pr_failures+11 | 14 | <=2025-11-25 | 48/100 | F |
| 1408 | remember-me-mcp ksred/remember-me-mcp delete_memorysearch_memoriesstore_memory | 3 | <=2025-11-25 | 48/100 | F |
| 1409 | rlang-mcp-python saidsurucu/rlang-mcp-python create_ggplotexecute_r_codeexecute_r_file+4 | 7 | 2026-07-28+ | 48/100 | F |
| 1410 | search-mcp CaptainCrouton89/search-mcp ask-perplexityget-markdowngithub-search-code+5 | 8 | 2026-07-28+ | 48/100 | F |
| 1411 | siril-mcp taco-ops/siril-mcp check_project_structurecheck_siril_versiondownload_latest_ssf_scripts+3 | 6 | <=2025-11-25 | 48/100 | F |
| 1412 | skill-ninja-mcp-server aktsmm/skill-ninja-mcp-server skillNinja_addSourceskillNinja_installskillNinja_list+6 | 9 | 2026-07-28+ | 48/100 | F |
| 1413 | sqlite-memory-mcp RMANOV/sqlite-memory-mcp add_observationsassess_contextbridge_pull+31 | 34 | <=2025-11-25 | 48/100 | F |
| 1414 | taskbeacon-mcp TaskBeacon/taskbeacon-mcp build_taskdownload_tasklist_tasks+2 | 5 | 2026-07-28+ | 48/100 | F |
| 1415 | visor probelabs/visor analyze_file_structurecalculate_complexitydetect_patterns+2 | 5 | 2025-06-18+ | 48/100 | F |
| 1416 | web-researcher-mcp zoharbabin/web-researcher-mcp academic_searchaudit_bibliographycitation_graph+12 | 15 | 2026-07-28+ | 48/100 | F |
| 1417 | x402-deploy nirholas/x402-deploy adddividemultiply+3 | 6 | 2026-07-28+ | 48/100 | F |
| 1418 | A2A-MCP-Financial-Risk-and-Compliance-Manager Pyligent/A2A-MCP-Financial-Risk-and-Compliance-Manager generate_risk_reportget_clientopenai_generate+3 | 6 | <=2025-11-25 | 47/100 | F |
| 1419 | AIA-Academic-Illustrator- kaulzeejai/AIA-Academic-Illustrator- generate_schemarender_image | 2 | 2026-07-28+ | 47/100 | F |
| 1420 | AITreasureBox superiorlu/AITreasureBox add_reposfetch_reposget_repo_info+6 | 9 | 2026-07-28+ | 47/100 | F |
| 1421 | CanvasMCPClient n00bvn/CanvasMCPClient call_mcp_toolconnect_mcp_servercreate_mcp_server+12 | 15 | 2026-07-28+ | 47/100 | F |
| 1422 | DeepMCPAgent cryxnet/DeepMCPAgent add_triggercheck_budgetcheck_mission+16 | 19 | 2026-07-28+ | 47/100 | F |
| 1423 | DeepResearchMCP ameeralns/DeepResearchMCP complete-researchexecute-research-stepgenerate-report+1 | 4 | 2026-07-28+ | 47/100 | F |
| 1424 | EdgeBox BIGPPWONG/EdgeBox clickcreate_directorydelete_directory+13 | 16 | 2026-07-28+ | 47/100 | F |
| 1425 | ExamPrepAgent cardea-mcp/ExamPrepAgent get_random_question | 1 | 2026-07-28+ | 47/100 | F |
| 1426 | FastSkills nj19257/FastSkills install_cloud_skilllist_skillssearch_cloud_skills | 3 | 2026-07-28+ | 47/100 | F |
| 1427 | GITHUB-MCP-SERVER Harshit-123-kasaundhan/GITHUB-MCP-SERVER analyze_repo_healthcomment_on_prcreate_issue+2 | 5 | <=2025-11-25 | 47/100 | F |
| 1428 | GitHub-Security-MCP-Server RickardHF/GitHub-Security-MCP-Server create-new-branchcreate-new-pull-requestcreate-security-issue+7 | 10 | 2026-07-28+ | 47/100 | F |
| 1429 | Github-MCP-Server relix23/Github-MCP-Server create_github_issuecreate_pull_request_with_branchget_file_content+2 | 5 | 2026-07-28+ | 47/100 | F |
| 1430 | HostBridge keyurgolani/HostBridge docker_actiondocker_inspectdocker_list+8 | 11 | <=2025-11-25 | 47/100 | F |
| 1431 | LIFE TeamSafeAI/LIFE checkdiscoveredit+14 | 17 | 2026-07-28+ | 47/100 | F |
| 1432 | MCP-Based-Diet-App premshah06/MCP-Based-Diet-App calculate_caloriesexplain_plangenerate_recipe+2 | 5 | <=2025-11-25 | 47/100 | F |
| 1433 | MCP-Server-App ovokpus/MCP-Server-App create_quote_cardcreate_social_postget_slide_image+7 | 10 | 2026-07-28+ | 47/100 | F |
| 1434 | MCP-Servers-for-Full-Stack-Development iamqasimali/MCP-Servers-for-Full-Stack-Development check_portsdocker_composedocker_exec+25 | 28 | 2026-07-28+ | 47/100 | F |
| 1435 | MCP_Tool_Code_Interpreter_Generator SwetaAIS2024/MCP_Tool_Code_Interpreter_Generator analyze_json_schema_from_samplesapply_child_outputbuild_child_input+12 | 15 | <=2025-11-25 | 47/100 | F |
| 1436 | MODULAR-RAG-MCP-SERVER jerry-ai-dev/MODULAR-RAG-MCP-SERVER get_document_summarylist_collectionsquery_knowledge_hub | 3 | <=2025-11-25 | 47/100 | F |
| 1437 | Nimbus nimbus-agent/Nimbus assessImpactbrowser_clickbrowser_navigate+11 | 14 | <=2025-11-25 | 47/100 | F |
| 1438 | RagThisCode ValerianRey/RagThisCode similarity_search | 1 | 2026-07-28+ | 47/100 | F |
| 1439 | Security-Sandbox iceage2114/Security-Sandbox check_ip_reputationenrich_ipget_attack_technique+5 | 8 | 2026-07-28+ | 47/100 | F |
| 1440 | aayushBot aayushmaanhooda/aayushBot chatdebug_mongodebug_python+1 | 4 | 2026-07-28+ | 47/100 | F |
| 1441 | agent_skills_directory dmgrok/agent_skills_directory aggregate_catalogcache_cleanconfig+13 | 16 | 2026-07-28+ | 47/100 | F |
| 1442 | agentaudit-cli agentaudit-dev/agentaudit-cli audit_packagecheck_packagediscover_servers+1 | 4 | 2026-07-28+ | 47/100 | F |
| 1443 | ai-counsel blueman82/ai-counsel deliberateget_file_treeget_quality_metrics+6 | 9 | <=2025-11-25 | 47/100 | F |
| 1444 | ai-dev-toolkit-template hartou/ai-dev-toolkit-template rag_get_examplesrag_get_statsrag_search+2 | 5 | 2026-07-28+ | 47/100 | F |
| 1445 | ai_Ml_c_mcp saumya1317/ai_Ml_c_mcp get_commitsget_discussionsget_issues+5 | 8 | 2026-07-28+ | 47/100 | F |
| 1446 | airbroke icoretech/airbroke create_projectdelete_projectget_notice+9 | 12 | 2025-06-18+ | 47/100 | F |
| 1447 | auto-news arbyazra123/auto-news check_docker_statusget_newsget_news_status+2 | 5 | 2026-07-28+ | 47/100 | F |
| 1448 | claude-critical-rules-mcp optimaquantum/claude-critical-rules-mcp check_for_updatesget_rules_summaryget_version_info+2 | 5 | 2026-07-28+ | 47/100 | F |
| 1449 | claude-mcp-setup souravs72/claude-mcp-setup add_tasks_to_goalclear_cachecreate_directory+28 | 31 | <=2025-11-25 | 47/100 | F |
| 1450 | claude_code-multi-AI-MCP RaiAnsar/claude_code-multi-AI-MCP ask_deepseekask_geminiask_grok+22 | 25 | 2026-07-28+ | 47/100 | F |