MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 36 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 47301 |
MCP Server
Claim
This MCP server provides access to resources and prompts from GitHub repositori…
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| 47302 |
GuardEntry MCP Server
Claim
Exposes the Agent Policy Router (APR) as MCP tools, allowing any MCP-compatible…
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| 47303 |
Workflow MCP Server
Claim
Guides agents through structured workflows with predefined steps, allowing for …
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| 47304 |
UniFi Protect MCP
Claim
Exposes UniFi Protect's Integration REST API as tools for Claude Code and other…
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| 47305 |
Enables searching for AI agents by keywords or categories, allowing users to di…
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| 47306 |
transport12 MCP Server
Claim
MCP server that integrates with the transport12 API to provide tools for search…
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| 47307 |
Rancher MCP Server
Claim
A Model Context Protocol (MCP) server that exposes the Rancher Manager v2.x API…
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| 47308 |
ssh-mcp
Claim
Enables LLMs to interact with remote servers via SSH, supporting command execut…
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| 47309 |
onsense
Claim
Gives PC AI agents real-world senses by connecting to an Android phone's camera…
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| 47310 |
OmniFocus MCP
Claim
MCP server that gives AI assistants full control over OmniFocus on macOS, inclu…
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| 47311 |
beatport-scraper
Claim
Enables extracting metadata from Beatport track URLs, including preview audio, …
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| 47312 |
tiingo-mcp
Claim
An MCP server that wraps the Tiingo financial data API, enabling access to stoc…
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| 47313 |
MCP server for interacting with Bitcoin Agents on Stacks blockchain. Bitcoin Ag…
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| 47314 |
etw-mcp
Claim
Enables AI assistants to analyze Windows WPR/ETW traces (.etl files) using natu…
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| 47315 |
TiDB RAG MCP Server
Claim
A Model Context Protocol server for reading TiDB RAG knowledge base, enabling b…
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| 47316 |
InboundPilot — AI Autopilot for Lead Qualification via Instagram, WhatsApp & Me…
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| 47317 |
WHMCS MCP Server
Claim
Enables AI agents to administrate WHMCS installations through the External API,…
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| 47318 |
Analyzes clinical trial site feasibility, enrollment velocity, eligibility crit…
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| 47319 |
mcp-dailymed
Claim
Search and retrieve FDA Structured Product Labels from DailyMed via NLM, suppor…
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| 47320 |
bkjlkjkljlk
Claim
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| 47321 |
claude-intercom
Claim
Enables real-time messaging between Claude Code instances, allowing agents to s…
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| 47322 |
ERPNext MCP Server
Claim
Enables ERPNext management, file operations, read-only database access, and ERP…
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| 47323 |
Relay
Claim
Facilitate seamless communication between disparate systems or services. Enable…
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| 47324 |
Enables deploying a remote MCP server on Cloudflare Workers with OAuth login, s…
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| 47325 |
Enables AI agents to discover and execute tools via a secure MCP server with JW…
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| 47326 |
UseAgents
Claim
Discover developer tools, then fetch tool-specific implementation context befor…
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| 47327 |
Jupyter Terminal MCP
Claim
Enables an agent to run shell commands through a JupyterLab/JupyterHub-hosted t…
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| 47328 |
axonn-mcp
Claim
MCP server for Axonn, enabling access to US energy regulatory filings, real-tim…
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| 47329 |
mcp-eureka
Claim
MCP server for searching and retrieving over 550,000 Polish tax documents from …
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| 47330 |
Sportmonks MCP Server
Claim
A Model Context Protocol server for the Sportmonks Football API v3, providing o…
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| 47331 |
MCP-Claude-FileMaker
Claim
Enables Claude to interact with FileMaker databases through the FileMaker Data …
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| 47332 |
mcp-trove
Claim
Manages a git-backed vault for plaintext snippets and encrypted secrets, enabli…
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| 47333 |
Scrape any website instantly and get consistent structured data in seconds with…
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| 47334 |
mysql-mcp-server
Claim
Provides read-only MySQL query execution, database/table browsing, and table st…
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| 47335 |
mcp-open-corporates
Claim
OpenCorporates MCP provides free, no-auth access to global company registry dat…
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| 47336 |
okf-tools
Claim
Enables local semantic search and management of OKF knowledge bundles via MCP t…
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| 47337 |
DefiLlama MCP Server
Claim
Enables AI agents to interact with DefiLlama's DeFi data aggregator, providing …
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| 47338 |
Whoosh RAG MCP
Claim
An MCP server that provides full-text search over documentation using Whoosh, e…
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| 47339 |
summon-mcp
Claim
Self-evolving knowledge graph for AI agents — persistent memory that gets smart…
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| 47340 |
mcp-arcgis-lakeland
Claim
Enables searching and querying City of Lakeland, Florida open geospatial data (…
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| 47341 |
egnyte-mcp-server
Claim
Official Egnyte MCP Server for AI integration with document search, analysis, a…
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| 47342 |
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| 47343 |
MCP server for analyzing successful trading bots on Polymarket, enabling discov…
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| 47344 |
ceph-issue-kb
Claim
Enables searching and analyzing Ceph issues from multiple trackers, providing t…
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| 47345 |
Japan payments for AI agents — konbini コンビニ, card, PayPay via KOMOJU. Stateless…
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| 47346 |
boring
Claim
Automate planning, implementation, and verification of code across your project…
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| 47347 |
Coinmarket MCP Server
Claim
Enables access to CoinMarketCap API data, including latest cryptocurrency listi…
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| 47348 |
PlantUML MCP Server
Claim
Enables generating PlantUML diagrams directly from Claude Desktop, with tools t…
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| 47349 |
visualcrossing
Claim
Provides access to Visual Crossing Weather Timeline API for weather data retrie…
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| 47350 |
mcp-weather-server
Claim
Provides current weather information for any city using the Open-Meteo API. Ret…
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