MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 2 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 3001 |
A Model Context Protocol (MCP) server for the Have I Been Pwned (HIBP) API
|
B 77 5⁄4 | ||||||||
| 3002 |
A bridge that exposes any GraphQL API as tools consumable by Large Language Mod…
|
B 77 5⁄5 | ||||||||
| 3003 |
A Model Context Protocol server that enables interaction with Infisical APIs fo…
|
B 77 5⁄5 | ||||||||
| 3004 |
A systematic reasoning MCP server for Claude Desktop, featuring Beam Search and…
|
B 77 5⁄4 | ||||||||
| 3005 |
ai-distiller-mcp
Claim
Extracts essential code structure from large codebases into AI-digestible forma…
|
B 77 5⁄4 | ||||||||
| 3006 |
A server that leverages Playwright for automated browser testing and integrates…
|
B 77 5⁄5 | ||||||||
| 3007 |
Enables comprehensive CSV file management including creating, editing, analyzin…
|
B 77 5⁄5 | ||||||||
| 3008 |
Enables interaction with the European Environment Agency (EEA) GeoNetwork Catal…
|
B 77 5⁄5 | ||||||||
| 3009 |
Enables Large Language Models like Claude to access, query, analyze, and manage…
|
B 77 5⁄5 | ||||||||
| 3010 |
A server that provides access to Baidu Cloud Vector Database functionality thro…
|
B 77 5⁄5 | ||||||||
| 3011 |
npm MCP — search packages, bundle sizes, vulnerabilities, compare downloads.
|
B 77 5⁄5 | ||||||||
| 3012 |
A Model Context Protocol server that enables large language models to interact …
|
B 77 5⁄5 | ||||||||
| 3013 |
Satellite Tracking MCP Server
|
B 77 5⁄5 | ||||||||
| 3014 |
Clojars MCP Server for upto date dependency information of Clojure libraries
|
B 77 5⁄5 | ||||||||
| 3015 |
Server for Google Calendar integration in Cluade Desktop with auto authenticati…
|
B 77 5⁄5 | ||||||||
| 3016 |
Enables AI assistants to securely connect to and manage remote servers via SSH,…
|
B 77 5⁄5 | ||||||||
| 3017 |
Lightweight persistent memory for AI agents. Hybrid search. 16 tools. One SQLit…
|
B 77 5⁄4 | ||||||||
| 3018 |
Analyzes React component changes by performing structural analysis and generati…
|
B 77 5⁄5 | ||||||||
| 3019 |
MaverickMCP - Personal Stock Analysis MCP Server
|
B 77 5⁄5 | ||||||||
| 3020 |
Fast Windows file search using Everything SDK
|
B 77 5⁄4 | ||||||||
| 3021 |
Controls coding agents by enforcing structured implementation plans with PRs an…
|
B 77 5⁄5 | ||||||||
| 3022 |
MCP server for Japan's TDnet (Timely Disclosure network). Search and retrieve t…
|
B 77 5⁄4 | ||||||||
| 3023 |
A prompt-validation service that checks incoming prompts against security rules…
|
B 77 5⁄4 | ||||||||
| 3024 |
An enterprise-grade data analysis system that enables users to discover data so…
|
B 77 5⁄5 | ||||||||
| 3025 |
Generate beautiful, presentation-ready charts (SVG + PNG). Supports 14+ chart t…
|
B 77 5⁄4 | ||||||||
| 3026 |
Provides code repository indexing and semantic search capabilities, allowing na…
|
B 77 5⁄4 | ||||||||
| 3027 |
Enables AI assistants to interact with TimescaleDB time-series databases throug…
|
B 77 5⁄5 | ||||||||
| 3028 |
Enables Claude to interact with Karma Alert dashboard to monitor and analyze Ku…
|
B 77 5⁄5 | ||||||||
| 3029 |
Provides efficient bulk analysis of GitHub issues and pull requests with 90%+ s…
|
B 77 5⁄5 | ||||||||
| 3030 |
A legal-tech focused system that coordinates specialized agents for document cl…
|
B 77 5⁄5 | ||||||||
| 3031 |
Provide seamless access to JW.org content including NWT Bible Content (verses, …
|
B 77 5⁄5 | ||||||||
| 3032 |
NCTR Alliance rewards — search bounties, check earning rates, and discover comm…
|
B 77 6⁄6 | ||||||||
| 3033 |
Gives Claude a Solana wallet to send USDC, check balances, and manage blockchai…
|
B 77 5⁄4 | ||||||||
| 3034 |
An MCP server that enables Claude and other LLM clients to access Hanzo AI plat…
|
B 77 5⁄4 | ||||||||
| 3035 |
A simple note-taking MCP server for recording and managing notes with AI models.
|
B 77 5⁄5 | ||||||||
| 3036 |
MCP server for SIMAP.ch - Swiss public procurement platform
|
B 77 5⁄4 | ||||||||
| 3037 |
Provides comprehensive PC control capabilities including file operations (read,…
|
B 77 5⁄5 | ||||||||
| 3038 |
Korean news aggregator - Naver, Google News, Daum trends in real-time
|
B 77 6⁄6 | ||||||||
| 3039 |
A Windows-compatible Model Context Protocol server that enables AI assistants t…
|
B 77 5⁄5 | ||||||||
| 3040 |
mcp-tools
Claim
Tools for MCP (Model Context Protocol) written in Go
|
B 77 5⁄4 | ||||||||
| 3041 |
Provides Indian movie recommendations within Claude Desktop, allowing users to …
|
B 77 5⁄5 | ||||||||
| 3042 |
Enables communication with G1 Bluetooth devices using the Nordic UART protocol …
|
B 77 5⁄5 | ||||||||
| 3043 |
A tool that captures browser console logs and makes them available in Cursor ID…
|
B 77 5⁄4 | ||||||||
| 3044 |
1:1 wrapping of abap-adt-api into a MCP server.
|
B 77 5⁄4 | ||||||||
| 3045 |
Allows LLMs to execute Python code in a specified Conda environment, enabling a…
|
B 77 5⁄4 | ||||||||
| 3046 |
Connects Claude to TeamSnap accounts to access teams, rosters, events, and avai…
|
B 77 5⁄5 | ||||||||
| 3047 |
Create domain-ready automations with intelligent defaults and hidden-requiremen…
|
B 77 5⁄4 | ||||||||
| 3048 |
Structural codebase indexer with 17 query tools. 87% token reduction. Zero depe…
|
B 77 5⁄4 | ||||||||
| 3049 |
SJ RedM MCP Server
Claim
A unified development tool for RedM that provides access to RDR3 discoveries, f…
|
B 77 5⁄4 | ||||||||
| 3050 |
An MCP server for interacting with the Favro project management platform. It en…
|
B 77 5⁄5 | ||||||||