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101 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | Paylink pavankumaryeluri/Paylink CheckoutGetTransactionHandleWebhook+2 | 5 | <=2025-11-25 | 49/100 | F |
| 2 | ai-docs-vector-db-hybrid-scraper |
| 18 |
| 2025-06-18+ |
| 49/100 |
| F |
| 3 | ferrumdeck sattyamjjain/ferrumdeck get_test_resultsgit_addgit_branch+10 | 13 | 2026-07-28+ | 49/100 | F |
| 4 | pa_agent amanzoni1/pa_agent coinmarketcap_mcpextract_tablesget_stock_news+8 | 11 | <=2025-11-25 | 49/100 | F |
| 5 | APIbase whiteknightonhorse/APIbase amadeus.airport_searchamadeus.flight_priceamadeus.flight_search+32 | 35 | 2025-06-18+ | 48/100 | F |
| 6 | EcoSupplyAI pritom169/EcoSupplyAI calculate_esg_scoreforecast_emissionsgenerate_report+7 | 10 | <=2025-11-25 | 48/100 | F |
| 7 | mcp-on-vercel-monad YCrydev/mcp-on-vercel-monad decimal_to_hexdecode_calldatadecode_transaction+9 | 12 | <=2025-11-25 | 48/100 | F |
| 8 | synthetic-data-mcp marc-shade/synthetic-data-mcp add_database_connectionanalyze_privacy_riskanalyze_schema+13 | 16 | <=2025-11-25 | 48/100 | F |
| 9 | tmux-claude-mcp-server michael-abdo/tmux-claude-mcp-server enhancedReadenhancedSendexecuteParallel+16 | 19 | <=2025-11-25 | 48/100 | F |
| 10 | worldmonitor koala73/worldmonitor get_chokepoint_statusget_conflict_feedget_country_brief+4 | 7 | 2026-07-28+ | 48/100 | F |
| 11 | claude-mcp-setup souravs72/claude-mcp-setup add_tasks_to_goalclear_cachecreate_directory+28 | 31 | <=2025-11-25 | 47/100 | F |
| 12 | go-mcp-server febriansyahnr/go-mcp-server calculatorcheck_disbursement_transaction | 2 | <=2025-11-25 | 47/100 | F |
| 13 | orbit alinsgit/orbit add_host_elevatedadd_service_to_pathadd_to_path+42 | 45 | 2026-07-28+ | 47/100 | F |
| 14 | sweep nirholas/sweep execute_consolidationexecute_sweepget_nonce+13 | 16 | 2026-07-28+ | 47/100 | F |
| 15 | symfony-mcp-server klapaudius/symfony-mcp-server code-analyzerhello-world | 2 | 2025-06-18+ | 47/100 | F |
| 16 | LangAlpha ginlix-ai/LangAlpha Read | 1 | 2026-07-28+ | 46/100 | F |
| 17 | aeamcp openSVM/aeamcp analyzeMcpServerCompatibilityestimateRegistrationFeesgetAgent+15 | 18 | 2025-06-18+ | 46/100 | F |
| 18 | borgos vizi2000/borgos analyze_codedelete_filedeploy_project+11 | 14 | <=2025-11-25 | 46/100 | F |
| 19 | pipe brownjer3/pipe get_sync_statusget_team_contextlist_platforms+3 | 6 | <=2025-11-25 | 46/100 | F |
| 20 | arxiv-research-mcp borderlessboy/arxiv-research-mcp arxiv_cache_managementarxiv_researchclear_cache+2 | 5 | <=2025-11-25 | 45/100 | F |
| 21 | git-memory-mcp-server nirutyodjai/git-memory-mcp-server get_current_branchget_file_historyget_recent_commits+6 | 9 | 2026-07-28+ | 45/100 | F |
| 22 | mcp-ecosystem-platform turtir-ai/mcp-ecosystem-platform diagnose_system_issueget_system_healthrestart_mcp_server | 3 | <=2025-11-25 | 45/100 | F |
| 23 | swarmcode spranab/swarmcode swarm_listenswarm_receiveswarm_register+2 | 5 | 2026-07-28+ | 45/100 | F |
| 24 | ClaimsProcessingAssistant-MCP chbhargavareddy/ClaimsProcessingAssistant-MCP analyzeClaimWithAIgetClaimStatuslistClaims+3 | 6 | 2026-07-28+ | 44/100 | F |
| 25 | GitHub-Agent hwrcome/GitHub-Agent analyze_repo_quality | 1 | <=2025-11-25 | 44/100 | F |
| 26 | revenium-mcp revenium/revenium-mcp alertscustomersmetering+5 | 8 | 2026-07-28+ | 44/100 | F |
| 27 | nadcp_dot_fun velikanghost/nadcp_dot_fun account-created-tokensaccount-positionsbuy-tokens-from-curve+18 | 21 | 2026-07-28+ | 43/100 | F |
| 28 | MCP-Server Prasann3/MCP-Server semantic_search | 1 | <=2025-11-25 | 42/100 | F |
| 29 | Mastery-AI-Apps-Dev paulasilvatech/Mastery-AI-Apps-Dev create_userdelete_userget_order_with_details+6 | 9 | 2026-07-28+ | 42/100 | F |
| 30 | MonkeyUI MonkeyUI-dev/MonkeyUI get_aesthetic_guidanceget_design_system | 2 | 2026-07-28+ | 42/100 | F |
| 31 | agent-utilities Knuckles-Team/agent-utilities quant | 1 | 2025-06-18+ | 42/100 | F |
| 32 | ai-api-agent yygqzzk/ai-api-agent analyze_dependenciesgenerate_exampleget_api_detail+4 | 7 | <=2025-11-25 | 42/100 | F |
| 33 | askmymoney-mcp axite-ai/askmymoney-mcp calculate_budgetcheck_account_healthconnect_bank_account+9 | 12 | 2025-06-18+ | 42/100 | F |
| 34 | codeseeker jghiringhelli/codeseeker context-optimizerdatabase-schema-analysissemantic-graph | 3 | <=2025-11-25 | 42/100 | F |
| 35 | yandex-tracker-mcp aikts/yandex-tracker-mcp board_getboard_get_allcomment_templates_get_all+35 | 38 | 2026-07-28+ | 42/100 | F |
| 36 | AEnvironment inclusionAI/AEnvironment | 0 | <=2025-11-25 | 41/100 | F |
| 37 | AI-VIBE-CLI-PYTHON mk-knight23/AI-VIBE-CLI-PYTHON rag_index | 1 | <=2025-11-25 | 41/100 | F |
| 38 | Friendantial mirulili/Friendantial backtest/simulatebasic_analysis/news-sentiment/{stock_code}basic_analysis/recommendations+7 | 10 | <=2025-11-25 | 41/100 | F |
| 39 | GraphMemory-IDE elementalcollision/GraphMemory-IDE graph_analyzegraph_queryknowledge_cluster+7 | 10 | 2026-07-28+ | 41/100 | F |
| 40 | okx-mcp-playground senorfrancesco/okx-mcp-playground BALANCE_GET_SPECIFIC_TOKEN_BALANCEBALANCE_GET_SUPPORTED_CHAINBALANCE_GET_TOTAL_TOKEN_BALANCES+8 | 11 | 2026-07-28+ | 41/100 | F |
| 41 | stock-mcp huweihua123/stock-mcp alphavantage_fetch_to_jsontushare_fetch_to_csv | 2 | 2025-06-18+ | 41/100 | F |
| 42 | colign colign/colign create_acceptance_criteriaget_change_infolist_acceptance_criteria+3 | 6 | 2026-07-28+ | 40/100 | F |
| 43 | portoser nonagenticai/portoser createMCPTooldeleteMCPToolgetMCPTools+1 | 4 | 2026-07-28+ | 40/100 | F |
| 44 | solesonic-llm-api isaacpeel/solesonic-llm-api create_confluence_pageuri-ingest | 2 | 2026-07-28+ | 40/100 | F |
| 45 | agent_fabric nschwermann/agent_fabric dynamic proxy tooldynamic workflow tool | 2 | <=2025-11-25 | 39/100 | F |
| 46 | codeforge freema/codeforge basheditfolder_open+2 | 5 | 2026-07-28+ | 39/100 | F |
| 47 | mcp-spring-ai-learning Teenu24/mcp-spring-ai-learning analyzeRepositorygetCodeContextsearchCode | 3 | 2026-07-28+ | 39/100 | F |
| 48 | bossio-mcp c50bossio/bossio-mcp archive_activitiesassignment_analyzerbacktester+40 | 43 | <=2025-11-25 | 38/100 | F |
| 49 | commission-dashboard-assistant-RAG- SNEAKO7/commission-dashboard-assistant-RAG- clear_chat_historyclear_vector_cacheexecute_sql_query+17 | 20 | <=2025-11-25 | 38/100 | F |
| 50 | maverick-mcp wshobson/maverick-mcp | 0 | 2026-07-28+ | 38/100 | F |