MCP Server Quality Scores
Independent quality analysis of 43459 public MCP servers
Last updated 1 hour, 47 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 40851 |
Agent Revenue Copilot
Claim
MCP and x402 starter audit for legal AI agent revenue routes and payout verific…
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| 40852 |
Agent Token Budget MCP — per-session spend cap with signed budget-exhausted att…
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| 40853 |
FlowSpec MCP
Claim
A PRD-first multi-agent MCP server that wraps agent definitions, collaboration …
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| 40854 |
dot
Claim
DOT/FMCSA Compliance MCP Server. An MCP server that makes DOT/FMCSA trucking re…
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| 40855 |
MCP SSE Server POC
Claim
Enables creating and managing MCP server configurations with SSE streaming endp…
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| 40856 |
Données Québec MCP
Claim
Enables AI agents to search, explore, and analyze Québec open data (Données Qué…
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| 40857 |
MCP Server Client Demo
Claim
A demo MCP server with streamable HTTP transport and auto tool registry, enabli…
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| 40858 |
pbix-mcp
Claim
MCP server for creating, editing, and evaluating Power BI (.pbix/.pbit) files w…
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| 40859 |
MCP Travel Planner
Claim
A unified MCP server providing a single entry point to comprehensive travel pla…
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| 40860 |
quarry
Claim
Enables local semantic search over documents and code for Claude Code and Claud…
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| 40861 |
Strapi MCP Suite
Claim
MCP server that exposes Strapi v5 content management, visual layout configurati…
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| 40862 |
MCP server for n8n workflow automation — manage workflows, executions, credenti…
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| 40863 |
genaispanmapper-mcp
Claim
Remote MCP for GenAI span mapping, provider normalization, dashboard schemas, a…
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| 40864 |
Ghost CMS MCP
Claim
Unofficial MCP server for Ghost CMS that enables managing posts, pages, tags, a…
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| 40865 |
mcp-server
Claim
MCP server for AKKA Finance DEX aggregator — swap quotes, routes, and execution
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| 40866 |
Gmail MCP Server
Claim
Provides access to Gmail functionality through the Model Context Protocol, allo…
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| 40867 |
Fieldnote MCP
Claim
Provides local-first memory storage and retrieval with automatic embedding, vec…
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| 40868 |
AIppocampus
Claim
Local-first, source-backed continuity for AI agents via stdio MCP.
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| 40869 |
Full automation for Japan's SSW visa. 42 MCP tools for application pattern dete…
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| 40870 |
TradeOS (test)
Claim
[TEST] TradeOS MCP bridge: ticker search, My Agent, chart TA, macro news. npm o…
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| 40871 |
mcp-grantiq
Claim
Search US grants + federal contracts (Grants.gov + SAM.gov) from any LLM.
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| 40872 |
A dedicated server for Oracle Cloud Infrastructure (OCI) Core Services that ena…
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| 40873 |
A Model Context Protocol server that enables users to control and interact with…
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| 40874 |
YouTube Scraping Server
Claim
Provide advanced YouTube data extraction and analysis capabilities including mu…
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| 40875 |
A secure PostgreSQL MCP server with built-in SSH tunneling that enables AI assi…
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| 40876 |
firecrawl-mcp-server
Claim
Enables web scraping and search with batch support, rate limiting, and flexible…
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| 40877 |
chat
Claim
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| 40878 |
hash-utils-ai-mcp
Claim
hash-utils-ai-mcp MCP server by MEOK AI Labs
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| 40879 |
mcp-server-stdio
Claim
A starter MCP server using StdioServerTransport, providing example tools to che…
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| 40880 |
ETH Price Current Server
Claim
A minimal Model Context Protocol (MCP) server that fetches the current Ethereum…
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| 40881 |
snowstorm-mcp-server
Claim
Enables AI assistants to look up, search, validate, navigate hierarchies, and e…
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| 40882 |
CortexGraph
Claim
A Model Context Protocol (MCP) server providing human-like memory dynamics for …
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| 40883 |
elasticsearch-mcp
Claim
Enables AI assistants to search, analyze, and interact with Elasticsearch throu…
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| 40884 |
etapa
Claim
Etapa is an AI cycling coach for beginners and returning riders. Most cycling a…
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| 40885 |
fdfd
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| 40886 |
WhatsApp MCP Automation
Claim
A WhatsApp MCP server providing 32 tools for Claude, Cursor, and Windsurf, incl…
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| 40887 |
ai-books-mcp-server
Claim
Extends large language model context length up to 60 times using gravitational …
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| 40888 |
copilot-mcp
Claim
Web3 founder diligence: code audit, jurisdiction, fund matching, portfolio, sco…
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| 40889 |
Agent Content Watermark MCP — dedicated EU AI Act Article 50(2) GenAI watermark…
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| 40890 |
awesome-trading-agents
Claim
Curated list of LLM-driven trading agents, MCP servers, and agent skills for ma…
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| 40891 |
mcpgrowcrm
Claim
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| 40892 |
infrawise
Claim
MCP server for AWS infrastructure analysis — DynamoDB, Lambda, SQS, PostgreSQL,…
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| 40893 |
A production-grade MCP server that provides financial ML tools including RAG se…
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| 40894 |
email-automation-mcp
Claim
email-automation-mcp MCP server by MEOK AI Labs
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| 40895 |
Todoist MCP Server
Claim
A self-hosted MCP server that wraps the official Todoist AI package to provide …
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| 40896 |
mcp-servicefusion
Claim
Enables AI-assisted field service management through the Service Fusion API, in…
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| 40897 |
Huly MCP Server
Claim
MCP server providing full coverage of the Huly SDK — issues, projects, workspac…
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| 40898 |
USDA NASS MCP Server
Claim
Enables access to USDA NASS agricultural statistics data through natural langua…
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| 40899 |
yifangyun-mcp-server
Claim
Enables AI agents to access Yifangyun cloud drive via MCP, supporting queries o…
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| 40900 |
Enables access to live company and contact data from Explorium's AgentSource pl…
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