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30 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | mcp-govcon ezbiz-services/mcp-govcon analyze_agencycompetitor_win_analysissearch_contracts+1 | 4 | <=2025-11-25 | 67/100 | C |
| 2 | Nemo_IB JacobTDang/Nemo_IB close_paper_position |
| 22 |
| 2026-07-28+ |
| 66/100 |
| C |
| 3 | searchless-ngx hensing/searchless-ngx get_current_datesearch_paperless_metadata | 2 | 2026-07-28+ | 61/100 | C |
| 4 | web3-research-mcp aaronjmars/web3-research-mcp coingecko-searchcoingecko-summarycoingecko-tickers+7 | 10 | 2026-07-28+ | 59/100 | D |
| 5 | mcp-dadosbr Didiye/mcp-dadosbr cep_lookupcnpj_intelligencecnpj_lookup+2 | 5 | 2026-07-28+ | 58/100 | D |
| 6 | llm-excel-mcp-server Ameya-Bhingurde/llm-excel-mcp-server analyze_dataclean_excelcreate_pivot_table+2 | 5 | <=2025-11-25 | 57/100 | D |
| 7 | MCP_Server_Tool_Chatbot KUSHRAJSINH/MCP_Server_Tool_Chatbot add_expensecalculatorduckduckgo_search+2 | 5 | 2026-07-28+ | 56/100 | D |
| 8 | graphrag-kyc-agent neo4j-product-examples/graphrag-kyc-agent create_memoryfind_customer_ringsfind_customers_in_rings+6 | 9 | <=2025-11-25 | 56/100 | D |
| 9 | heurist-agent-framework heurist-network/heurist-agent-framework addfilter_messagegenerate_image_prompt_for_posts+4 | 7 | <=2025-11-25 | 56/100 | D |
| 10 | myMCPserver b9b4ymiN/myMCPserver calculate_compound_interestcalculate_statisticscalculate_time_diff+11 | 14 | 2026-07-28+ | 56/100 | D |
| 11 | crypto-whitepapers-mcp kukapay/crypto-whitepapers-mcp ask_whitepaperslist_available_projectsload_whitepaper+1 | 4 | 2026-07-28+ | 55/100 | D |
| 12 | deeplook OSOJDJD/deeplook lookupresearch | 2 | <=2025-11-25 | 55/100 | D |
| 13 | stock-analysis-mcp YJZeng1120/stock-analysis-mcp get_stock_priceget_technical_indicatorsget_valuation_analysis | 3 | 2026-07-28+ | 51/100 | D |
| 14 | undesirables-mcp-server sailorpepe/undesirables-mcp-server analyze_beatscreate_bannercreate_memory_relation+35 | 38 | <=2025-11-25 | 51/100 | D |
| 15 | lyraios GalaxyLLMCI/lyraios call_contractcreate_cpi_transactiondelete_tool+13 | 16 | <=2025-11-25 | 49/100 | F |
| 16 | MCP_Catalog Swissbit92/MCP_Catalog brave_web_searchexecute_swapfetch_url+11 | 14 | 2026-07-28+ | 48/100 | F |
| 17 | expert-octo-guide tituslhy/expert-octo-guide chat_with_docsgenerate_poemgenerate_poem+4 | 7 | <=2025-11-25 | 46/100 | F |
| 18 | mcp-server olaxbt/mcp-server aavealpha_vantagealpha_vantage_stocks+17 | 20 | <=2025-11-25 | 45/100 | F |
| 19 | Market_Agent Edwin1719/Market_Agent ConclusionFinishReportFinishResearch+7 | 10 | 2026-07-28+ | 44/100 | F |
| 20 | brain-ecosystem timmeck/brain-ecosystem brain_benchmark_historybrain_benchmark_runbrain_benchmark_score+15 | 18 | <=2025-11-25 | 43/100 | F |
| 21 | Autonomous-Cloud-Governance SiD-array/Autonomous-Cloud-Governance analyze_topiccalculate_simulated_costcheck_connection+13 | 16 | 2026-07-28+ | 42/100 | F |
| 22 | learning-mcp pratham-p/learning-mcp add_stock_toolcheck_portfolio_value_toolget_stock_position_llm+5 | 8 | 2026-07-28+ | 42/100 | F |
| 23 | DeepLearning.ai_Resources vastavikadi/DeepLearning.ai_Resources health_agentlist_doctorspolicy_agent | 3 | <=2025-11-25 | 35/100 | F |
| 24 | smart-portfolio-mcp eddiepiper/smart-portfolio-mcp add_performance_alertadd_price_alertadd_risk_alert+17 | 20 | 2026-07-28+ | 32/100 | F |
| 25 | zhishui-multi-agent-AI-management-system whocomestoget/zhishui-multi-agent-AI-management-system evaluate_employee_efficiencygenerate_efficiency_report | 2 | <=2025-11-25 | 31/100 | F |
| 26 | Agentic-AI-AGNO Anshul261/Agentic-AI-AGNO anthropic_claude_inferenceazure_openai_inferencecerebras_inference+20 | 23 | 2026-07-28+ | 29/100 | F |
| 27 | data-analysis-agent-demos jordanrburger/data-analysis-agent-demos data_analysisdata_visualizationfinancial_data+3 | 6 | 2026-07-28+ | 29/100 | F |
| 28 | esg-mcp-servers freminder/esg-mcp-servers | 0 | 2026-07-28+ | 22/100 | F |
| 29 | QuokkaAgent StanleyPrime/QuokkaAgent | 0 | 2026-07-28+ | 20/100 | F |
| 30 | PaperCortex renefichtmueller/PaperCortex papercortex_classifypapercortex_exportpapercortex_query+2 | 5 | 2026-07-28+ | 14/100 | F |