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62 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | aws-open-data-mcp domdomegg/aws-open-data-mcp get_datasetsearch_datasets |
| 2 |
| 2025-06-18+ |
| 78/100 |
| B |
| 2 | dartwork-mpl dartworklabs/dartwork-mpl fetch_github_documentget_color_valuemix_colors | 3 | 2026-07-28+ | 74/100 | B |
| 3 | claude-skills-mcp K-Dense-AI/claude-skills-mcp find_helpful_skillslist_skillsread_skill_document | 3 | <=2025-11-25 | 73/100 | B |
| 4 | universe pappcorn/universe mail_archivemail_draftmail_label+17 | 20 | 2026-07-28+ | 71/100 | B |
| 5 | mcp-server finmap-org/mcp-server analyze_market_overviewanalyze_sector_performanceget_company_profile_us+6 | 9 | <=2025-11-25 | 70/100 | B |
| 6 | validation-mcp-server judepayne/validation-mcp-server batch_validatebatch_validate_inboxbatch_validate_loan_files+23 | 26 | 2026-07-28+ | 49/100 | F |
| 7 | zero-shot-ai-agents talhabinjaved/zero-shot-ai-agents approve_plancreate_issuecreate_repo+12 | 15 | <=2025-11-25 | 49/100 | F |
| 8 | gmail-mcp-server-by-cdata CDataSoftware/gmail-mcp-server-by-cdata gmail_get_columnsgmail_get_tablesgmail_run_query | 3 | <=2025-11-25 | 48/100 | F |
| 9 | mcp-guide wikibook/mcp-guide addbasic_data_checkcol_data_analysis+24 | 27 | 2026-07-28+ | 48/100 | F |
| 10 | platform-engineering codetocloudorg/platform-engineering CreatePrSuggestionFixMyTestsAgentGetPrMetadata+11 | 14 | 2026-07-28+ | 48/100 | F |
| 11 | search-mcp CaptainCrouton89/search-mcp ask-perplexityget-markdowngithub-search-code+5 | 8 | 2026-07-28+ | 48/100 | F |
| 12 | mcp-servers neutree-ai/mcp-servers convert-hf-model-to-cataloggenerate-controllergenerate-resource-type-file+2 | 5 | <=2025-11-25 | 46/100 | F |
| 13 | preflight-mcp jonnyhoo/preflight-mcp arxiv_searchpreflight_checkpreflight_create_bundle+11 | 14 | 2025-06-18+ | 46/100 | F |
| 14 | solana-dev-mcp solana-foundation/solana-dev-mcp getAccountInfogetBalancegetMinimumBalanceForRentExemption+1 | 4 | 2026-07-28+ | 46/100 | F |
| 15 | spoon-awesome-skill XSpoonAi/spoon-awesome-skill github_toolgrok_researchpolymarket+1 | 4 | 2026-07-28+ | 46/100 | F |
| 16 | subscription-tracker-mcp nckhemanth/subscription-tracker-mcp analyze_subscription_gapscheck_renewals_3_days_aheadcreate_subscription+13 | 16 | 2026-07-28+ | 46/100 | F |
| 17 | autumn-mcp-server SirTenzin/autumn-mcp-server create_customerget_autumn_userget_billing_portal+1 | 4 | 2026-07-28+ | 45/100 | F |
| 18 | harbor oSEAItic/harbor coingecko.coincoingecko.pricescoingecko.trending+13 | 16 | 2026-07-28+ | 45/100 | F |
| 19 | mcp-demo saida404/mcp-demo dodaj_racun_tooldohvati_neplacene_toolizvjestaj_tool+2 | 5 | 2026-07-28+ | 45/100 | F |
| 20 | Autonomous-FTE-System Mueza-Ejaz/Autonomous-FTE-System analyze_performanceapprove_pending_tasksattempt_recovery+14 | 17 | <=2025-11-25 | 44/100 | F |
| 21 | mcp-server-examples codecowboydotio/mcp-server-examples get_all_swapi_peopleget_current_stock_priceget_historical_stock_splits+5 | 8 | <=2025-11-25 | 44/100 | F |
| 22 | Rini-MCP-server mori-mmmm/Rini-MCP-server rini_code_generationrini_create_and_execute_mcp_serverrini_get_all_from_url+9 | 12 | <=2025-11-25 | 43/100 | F |
| 23 | arbitrum-mcp dewanshparashar/arbitrum-mcp arbos_versioncheck_publisher_healthclear_rpc_url+29 | 32 | 2026-07-28+ | 43/100 | F |
| 24 | mcp-langgraph shaheerzaman/mcp-langgraph dataflow_create_new_projectdataflow_load_datadataflow_query_data+2 | 5 | 2026-07-28+ | 42/100 | F |
| 25 | tidymodels-mcp JavOrraca/tidymodels-mcp generate_r_codeget_file_contentget_repository_content+4 | 7 | 2026-07-28+ | 42/100 | F |
| 26 | MCP-Server iramsk02/MCP-Server get_jira_issuelist_mifos_filesread_mifos_file+3 | 6 | 2026-07-28+ | 41/100 | F |
| 27 | mcp-course nordquant/mcp-course addaddgenerateImage+12 | 15 | 2026-07-28+ | 41/100 | F |
| 28 | p2pclaw-mcp-server Agnuxo1/p2pclaw-mcp-server extractCodeBlocksgenerateExecutionHashrunPythonTool+1 | 4 | 2026-07-28+ | 41/100 | F |
| 29 | skills aahl/skills detailsearchtranscribe | 3 | <=2025-11-25 | 41/100 | F |
| 30 | MCP-Server-BNV bnv-dev/MCP-Server-BNV crawl_portfoliogenerate_investment_memoget_company_insights+5 | 8 | 2026-07-28+ | 39/100 | F |
| 31 | precis-mcp retospect/precis-mcp deleteeditget+5 | 8 | 2026-07-28+ | 38/100 | F |
| 32 | ai-employee-hackathon-2026 MrAfoo/ai-employee-hackathon-2026 approve_postbroadcastcreate_invoice+19 | 22 | 2026-07-28+ | 37/100 | F |
| 33 | mcpServer gauthiii/mcpServer addget_current_dateget_date_time+14 | 17 | 2026-07-28+ | 37/100 | F |
| 34 | Agentic-AI dunky-star/Agentic-AI chatdownload_and_extract_repoenv_content+5 | 8 | 2026-07-28+ | 36/100 | F |
| 35 | DeepLearning.ai_Resources vastavikadi/DeepLearning.ai_Resources health_agentlist_doctorspolicy_agent | 3 | <=2025-11-25 | 35/100 | F |
| 36 | dataops_mcp_server rohithay/dataops_mcp_server AnalyzeQueryCostToolCreateOptimizationPRToolDetectCostAnomalies+2 | 5 | <=2025-11-25 | 34/100 | F |
| 37 | rustchain-mcp-server achievefibromyalgia-lgtm/rustchain-mcp-server rustchain_balancerustchain_bountiesrustchain_epoch+2 | 5 | 2026-07-28+ | 34/100 | F |
| 38 | world-intel-mcp marc-shade/world-intel-mcp | 0 | 2026-07-28+ | 33/100 | F |
| 39 | ai-agents-microservices-thesis RedonaNova/ai-agents-microservices-thesis analyze-watchlistanalyzeSentimentfetchNews+18 | 21 | <=2025-11-25 | 32/100 | F |
| 40 | anish-projects anishtallapureddy/anish-projects Azure Cosmos DBAzure SQLDatabricks+21 | 24 | 2026-07-28+ | 32/100 | F |
| 41 | codeanalyst_agent baner29/codeanalyst_agent get_file_contentssearch_code | 2 | 2026-07-28+ | 32/100 | F |
| 42 | cc-skills terrylica/cc-skills arxiv-latex-display-math-extractorlatex-math-validity-oracle | 2 | 2026-07-28+ | 29/100 | F |
| 43 | nba-mcp-server nrgupta/nba-mcp-server fetch_betting_oddsfetch_nba_gamesfetch_nba_stats | 3 | 2026-07-28+ | 29/100 | F |
| 44 | MCP-Server Rushhaabhhh/MCP-Server handleBatchMCPhandleFinanceMCPhandleGitHubMCP+3 | 6 | <=2025-11-25 | 28/100 | F |
| 45 | smart-mcp-server reconsumeralization/smart-mcp-server | 0 | 2025-06-18+ | 26/100 | F |
| 46 | openbb-widgets-json-mcp DidierRLopes/openbb-widgets-json-mcp ai-agents_ai-agentsapps_appsdata-integration+33 | 36 | 2026-07-28+ | 23/100 | F |
| 47 | ADBP-buildtool Nerfherder16/ADBP-buildtool | 0 | 2026-07-28+ | 16/100 | F |
| 48 | celo-mcp celo-org/celo-mcp get_blockget_celo_balancesget_gas_fee_data+7 | 10 | 2026-07-28+ | 14/100 | F |
| 49 | ResearchGravity Dicoangelo/ResearchGravity auto_delegate_monitorcoherence_arcscoherence_moments+21 | 24 | <=2025-11-25 | 12/100 | F |
| 50 | data-product-hub armalite/data-product-hub analyze_dbt_modelanalyze_dbt_model_with_aianalyze_dbt_model_with_git_context+6 | 9 | 2026-07-28+ | 12/100 | F |