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71 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 | localdata-mcp ChrisGVE/localdata-mcp |
| 15 |
| <=2025-11-25 |
| 49/100 |
| F |
| 3 | pa_agent amanzoni1/pa_agent coinmarketcap_mcpextract_tablesget_stock_news+8 | 11 | <=2025-11-25 | 49/100 | F |
| 4 | APIbase whiteknightonhorse/APIbase amadeus.airport_searchamadeus.flight_priceamadeus.flight_search+32 | 35 | 2025-06-18+ | 48/100 | F |
| 5 | EcoSupplyAI pritom169/EcoSupplyAI calculate_esg_scoreforecast_emissionsgenerate_report+7 | 10 | <=2025-11-25 | 48/100 | F |
| 6 | mcp-on-vercel-monad YCrydev/mcp-on-vercel-monad decimal_to_hexdecode_calldatadecode_transaction+9 | 12 | <=2025-11-25 | 48/100 | F |
| 7 | synthetic-data-mcp marc-shade/synthetic-data-mcp add_database_connectionanalyze_privacy_riskanalyze_schema+13 | 16 | <=2025-11-25 | 48/100 | F |
| 8 | worldmonitor koala73/worldmonitor get_chokepoint_statusget_conflict_feedget_country_brief+4 | 7 | 2026-07-28+ | 48/100 | F |
| 9 | go-mcp-server febriansyahnr/go-mcp-server calculatorcheck_disbursement_transaction | 2 | <=2025-11-25 | 47/100 | F |
| 10 | neuron-mcp neurondb/neuron-mcp batch_embeddinggenerate_embeddinggpu_info+22 | 25 | 2025-06-18+ | 47/100 | F |
| 11 | openbridge-mcp openbridge/openbridge-mcp cancel_subscriptioncreate_jobcreate_subscription+25 | 28 | 2026-07-28+ | 47/100 | F |
| 12 | sweep nirholas/sweep execute_consolidationexecute_sweepget_nonce+13 | 16 | 2026-07-28+ | 47/100 | F |
| 13 | CensusChat hollandkevint/CensusChat calculate_medicare_eligibilityexecute_drill_down_queryexecute_query+7 | 10 | <=2025-11-25 | 46/100 | F |
| 14 | LangAlpha ginlix-ai/LangAlpha Read | 1 | 2026-07-28+ | 46/100 | F |
| 15 | c2sagent C2SAgent/c2sagent answer_with_server_code_streamingask_agentcall_tool+14 | 17 | 2026-07-28+ | 46/100 | F |
| 16 | mcp-research-server hanzdi/mcp-research-server compare_documentsextract_citationsget_document_metadata+6 | 9 | <=2025-11-25 | 46/100 | F |
| 17 | arxiv-research-mcp borderlessboy/arxiv-research-mcp arxiv_cache_managementarxiv_researchclear_cache+2 | 5 | <=2025-11-25 | 45/100 | F |
| 18 | mcp-context-forge IBM/mcp-context-forge add_edgeadd_nodeanalyze_data+8 | 11 | 2026-07-28+ | 45/100 | F |
| 19 | ClaimsProcessingAssistant-MCP chbhargavareddy/ClaimsProcessingAssistant-MCP analyzeClaimWithAIgetClaimStatuslistClaims+3 | 6 | 2026-07-28+ | 44/100 | F |
| 20 | marmot marmotdata/marmot | 0 | 2026-07-28+ | 44/100 | F |
| 21 | oauth2-authorization-server musabbozkurt/oauth2-authorization-server generateScriptsmigrateweather | 3 | 2026-07-28+ | 44/100 | F |
| 22 | revenium-mcp revenium/revenium-mcp alertscustomersmetering+5 | 8 | 2026-07-28+ | 44/100 | F |
| 23 | nadcp_dot_fun velikanghost/nadcp_dot_fun account-created-tokensaccount-positionsbuy-tokens-from-curve+18 | 21 | 2026-07-28+ | 43/100 | F |
| 24 | MCP-Server Prasann3/MCP-Server semantic_search | 1 | <=2025-11-25 | 42/100 | F |
| 25 | agent-utilities Knuckles-Team/agent-utilities quant | 1 | 2025-06-18+ | 42/100 | F |
| 26 | askmymoney-mcp axite-ai/askmymoney-mcp calculate_budgetcheck_account_healthconnect_bank_account+9 | 12 | 2025-06-18+ | 42/100 | F |
| 27 | Friendantial mirulili/Friendantial backtest/simulatebasic_analysis/news-sentiment/{stock_code}basic_analysis/recommendations+7 | 10 | <=2025-11-25 | 41/100 | F |
| 28 | deepsql DeepSQLAI/deepsql analyze_connection_patternsanalyze_query_patternsanalyze_query_plans+22 | 25 | 2026-07-28+ | 41/100 | F |
| 29 | 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 |
| 30 | stock-mcp huweihua123/stock-mcp alphavantage_fetch_to_jsontushare_fetch_to_csv | 2 | 2025-06-18+ | 41/100 | F |
| 31 | agent_fabric nschwermann/agent_fabric dynamic proxy tooldynamic workflow tool | 2 | <=2025-11-25 | 39/100 | F |
| 32 | trifle-cli trifle-io/trifle-cli auth_loginauth_meauth_signup+17 | 20 | 2026-07-28+ | 39/100 | F |
| 33 | bossio-mcp c50bossio/bossio-mcp archive_activitiesassignment_analyzerbacktester+40 | 43 | <=2025-11-25 | 38/100 | F |
| 34 | commission-dashboard-assistant-RAG- SNEAKO7/commission-dashboard-assistant-RAG- clear_chat_historyclear_vector_cacheexecute_sql_query+17 | 20 | <=2025-11-25 | 38/100 | F |
| 35 | maverick-mcp wshobson/maverick-mcp | 0 | 2026-07-28+ | 38/100 | F |
| 36 | open-mcp-server changsong/open-mcp-server getNewsDetailgetNewsListgetStock+2 | 5 | <=2025-11-25 | 38/100 | F |
| 37 | opensuitemcp unstackedapps/opensuitemcp get_current_config | 1 | 2026-07-28+ | 38/100 | F |
| 38 | atlas picselliahq/atlas get_annotation_metadata_dataframeget_dataset_dataframeretrieve_dataset_analysis_dictionnary_tool | 3 | 2026-07-28+ | 37/100 | F |
| 39 | chicory chicoryai/chicory query_bigqueryquery_databricksquery_postgresql+1 | 4 | 2026-07-28+ | 37/100 | F |
| 40 | high-mcp vatsamanoj/high-mcp apply_patchesauto_fix_configblock_provider+17 | 20 | <=2025-11-25 | 37/100 | F |
| 41 | lyra-web3-playground nirholas/lyra-web3-playground aicompiledeploy+8 | 11 | 2026-07-28+ | 37/100 | F |
| 42 | katachi-gen jmsaavedra/katachi-gen curateNftsByThemes | 1 | 2026-07-28+ | 36/100 | F |
| 43 | solana-mcp solanamcp/solana-mcp burnTokenscreateTokengetCoinData+9 | 12 | 2026-07-28+ | 36/100 | F |
| 44 | Multi-AI-Agent K31NER/Multi-AI-Agent get_bitcoint_toolget_news_toolget_time_now_tool+4 | 7 | <=2025-11-25 | 35/100 | F |
| 45 | fergus-mcp Jayco-Design/fergus-mcp get-company-infomanage-calendar-eventsmanage-contacts+13 | 16 | 2026-07-28+ | 35/100 | F |
| 46 | mcp-kafka RichardDally/mcp-kafka count_actionget_usage_metrics | 2 | <=2025-11-25 | 34/100 | F |
| 47 | MCP_servers_and_a2a_utils anjijava16/MCP_servers_and_a2a_utils entity_extraction_and_graph_creation | 1 | 2026-07-28+ | 33/100 | F |
| 48 | Full_Stack_AI_with_Python SAKET-SK/Full_Stack_AI_with_Python get_weathertranslate_to_frenchtranslate_to_spanish | 3 | 2026-07-28+ | 32/100 | F |
| 49 | apps-sdk-template axite-ai/apps-sdk-template account_balancesaccount_healthbudget_calculation+7 | 10 | 2025-06-18+ | 32/100 | F |
| 50 | 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 |