MCP Server Quality Scores
Independent quality analysis of 69007 public MCP servers
Last updated 4 hours, 48 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 3301 |
Facilitates searching and accessing programming resources across platforms like…
|
B 76 5⁄5 | ||||||||
| 3302 |
MCP Armor continuously secures and monitors Model Context Protocol operations t…
|
B 76 4⁄4 | ||||||||
| 3303 |
Website Generator
Claim
Website Generator
|
B 76 5⁄4 | ||||||||
| 3304 |
GitHub Integration Hub
Claim
Enables AI agents to interact with GitHub through OAuth-authenticated operation…
|
B 76 5⁄5 | ||||||||
| 3305 |
AI-native data analysis agent as an MCP Server.
Connect your Excel files, CSVs…
|
B 76 5⁄4 | ||||||||
| 3306 |
Provides comprehensive access to MCP documentation through structured guides, f…
|
B 76 5⁄5 | ||||||||
| 3307 |
Provides comprehensive code analysis (quality, complexity, linting, dependencie…
|
B 76 5⁄5 | ||||||||
| 3308 |
Enables real-time tracking of AI task starts and completions with integrated we…
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B 76 5⁄5 | ||||||||
| 3309 |
Stripe payouts, Shopify orders, and bank transactions unified for reconciliatio…
|
B 76 5⁄4 | ||||||||
| 3310 |
An MCP server retrieving transcripts of YouTube videos
|
B 76 5⁄4 | ||||||||
| 3311 |
Provides access to comprehensive U.S. economic data including GDP, personal inc…
|
B 76 5⁄5 | ||||||||
| 3312 |
Multi-mode MCP server supporting both Claude Desktop (STDIO) and OpenAI (HTTP/S…
|
B 76 5⁄5 | ||||||||
| 3313 |
Enables AI agents to consult with multiple AI models (GPT, Gemini, Grok, etc.) …
|
B 76 5⁄5 | ||||||||
| 3314 |
An intelligent MCP server that enables seamless restarting of Claude's MCP hand…
|
B 76 5⁄4 | ||||||||
| 3315 |
Official Model Context Protocol server for Gyazo
|
B 76 5⁄5 | ||||||||
| 3316 |
Provides access to Oura Ring health data including sleep, readiness, and resili…
|
B 76 5⁄5 | ||||||||
| 3317 |
Dice Rolling MCP Server
Claim
Provides cryptographically secure random dice rolls for AI assistants, supporti…
|
B 76 5⁄5 | ||||||||
| 3318 |
MCP server for read-only PostgreSQL database queries in Claude Desktop
|
B 76 5⁄4 | ||||||||
| 3319 |
Provides access to satellite tracking data from N2YO, allowing users to query s…
|
B 76 5⁄5 | ||||||||
| 3320 |
A Model Context Protocol (MCP) server that provides a simple sleep/wait tool, u…
|
B 76 5⁄4 | ||||||||
| 3321 |
Local-first biological memory for coding agents: recall, consolidation, and pre…
|
B 76 4⁄4 | ||||||||
| 3322 |
This project implements a Model Context Protocol (MCP) server for connecting AI…
|
B 76 5⁄4 | ||||||||
| 3323 |
Provides philosophical thinking frameworks and tools based on Stoic, cognitive,…
|
B 76 5⁄5 | ||||||||
| 3324 |
A parallel AI window for Claude Code. Fork conversations to Gemini, GPT, DeepSe…
|
B 76 5⁄4 | ||||||||
| 3325 |
Enables users to search, download, and read academic papers from multiple platf…
|
B 76 5⁄5 | ||||||||
| 3326 |
Enables AI agents to manage performance testing workflows on BlazeMeter's cloud…
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B 76 5⁄4 | ||||||||
| 3327 |
An MCP server that provides semantic search over local git repositories, enabli…
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B 76 5⁄4 | ||||||||
| 3328 |
Enables AI assistants to search YouTube videos using the official YouTube Data …
|
B 76 5⁄5 | ||||||||
| 3329 |
Enables LLMs to interact with Bitbucket repositories to manage pull requests, b…
|
B 76 5⁄5 | ||||||||
| 3330 |
A Model Context Protocol (MCP) server that automates generating LinkedIn post d…
|
B 76 5⁄5 | ||||||||
| 3331 |
MCP server for AI image generation and editing with automatic prompt optimizati…
|
B 76 5⁄5 | ||||||||
| 3332 |
Agent-native travel search. 5 second flights & hotels $50 cheaper. Free forever…
|
B 76 5⁄5 | ||||||||
| 3333 |
Enables access to Indonesian Stock Exchange (IDX) data with comprehensive histo…
|
B 76 5⁄5 | ||||||||
| 3334 |
A server that provides access to the Art Institute of Chicago Collection throug…
|
B 76 5⁄5 | ||||||||
| 3335 |
Connects Obsidian vaults stored in iCloud Drive to AI models via the Model Cont…
|
B 76 5⁄4 | ||||||||
| 3336 |
Easily deploy Haystack pipelines as REST APIs and MCP Tools.
|
B 76 5⁄5 | ||||||||
| 3337 |
Enables control of Philips Hue lights via Bluetooth LE directly from Claude, wi…
|
B 76 4⁄4 | ||||||||
| 3338 |
Trino MCP Server to query and access data from Trino Clusters.
|
B 76 5⁄5 | ||||||||
| 3339 |
MCP server providing access to 135+ animated React components from ReactBits.de…
|
B 76 5⁄5 | ||||||||
| 3340 |
Create sandboxed local development environments directly from Github and execut…
|
B 76 5⁄4 | ||||||||
| 3341 |
An implementation that enables Claude to connect to ServiceNow instances, retri…
|
B 76 5⁄5 | ||||||||
| 3342 |
Fetches and processes Hacker News discussions to prepare them for Claude to gen…
|
B 76 5⁄5 | ||||||||
| 3343 |
Real-time sports card pricing, market analysis, arbitrage detection, grading RO…
|
B 76 4⁄4 | ||||||||
| 3344 |
A Model Context Protocol server that enables AI assistants like Claude to inter…
|
B 76 5⁄4 | ||||||||
| 3345 |
Provides AI assistants with access to Lumenore's analytics capabilities, enabli…
|
B 76 5⁄5 | ||||||||
| 3346 |
lucide-icons-mcp
|
B 76 5⁄5 | ||||||||
| 3347 |
Enables AI assistants to search and retrieve information from your knowledge ba…
|
B 76 5⁄5 | ||||||||
| 3348 |
RooCode-RAG-Lookup
Claim
Enables semantic search across documents and code repositories using RAG (Retri…
|
B 76 5⁄4 | ||||||||
| 3349 |
React hooks for exposing your app's functionality as WebMCP tools - transport-a…
|
B 76 5⁄4 | ||||||||
| 3350 |
Enables users to leverage a team of specialized AI agent personas like Business…
|
B 76 5⁄5 | ||||||||