MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 1 day ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 2601 |
YouTube MCP
Claim
Enables searching for songs on YouTube and automatically playing them in a web …
|
B 77 5⁄5 | ||||||||
| 2602 |
Connects Claude AI to Google Sheets, Gmail, and Calendar for comprehensive reve…
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B 77 5⁄5 | ||||||||
| 2603 |
Enables AI assistants to search YouTube for videos, channels, and playlists whi…
|
B 77 5⁄5 | ||||||||
| 2604 |
Enables searching and retrieving academic papers from arXiv by various criteria…
|
B 77 5⁄5 | ||||||||
| 2605 |
Official Kagi Search MCP Server.
|
B 77 5⁄5 | ||||||||
| 2606 |
Pref Editor is a tool for viewing and editing Android app preferences during de…
|
B 77 5⁄5 | ||||||||
| 2607 |
BinjaLattice MCP
Claim
BinjaLattice provides a secure interface for Binary Ninja that enables AI agent…
|
B 77 5⁄4 | ||||||||
| 2608 |
A TypeScript-based MCP server that provides full CRUD operations for Requestly …
|
B 77 5⁄5 | ||||||||
| 2609 |
A Model Context Protocol server that enables AI assistants to create, update, a…
|
B 77 5⁄5 | ||||||||
| 2610 |
A Python package that implements a Model Context Protocol server for integratin…
|
B 77 5⁄5 | ||||||||
| 2611 |
NeuroDev MCP is a smart Model Context Protocol server for Python development. I…
|
B 77 5⁄5 | ||||||||
| 2612 |
Enables control of Adobe Premiere Pro through Claude using over 170 tools for e…
|
B 77 5⁄5 | ||||||||
| 2613 |
Enable AI assistants to seamlessly interact with your Metabase analytics platfo…
|
B 77 5⁄4 | ||||||||
| 2614 |
Provides search functionality for arXiv.org papers through the official arXiv A…
|
B 77 5⁄5 | ||||||||
| 2615 |
AI image enhancement (upscaling, denoising, sharpening) via Topaz Labs API. Sup…
|
B 77 5⁄5 | ||||||||
| 2616 |
Enables comprehensive academic research through the Semantic Scholar API, inclu…
|
B 77 5⁄5 | ||||||||
| 2617 |
Session and event store for MCP server, also allows distributed coordination be…
|
B 77 5⁄4 | ||||||||
| 2618 |
The OpenROAD MCP server - interactive EDA sessions via Model Context Protocol
|
B 77 5⁄4 | ||||||||
| 2619 |
🦀 🏠 - A Terraform MCP server allowing AI assistants to manage and operate Terra…
|
B 77 5⁄4 | ||||||||
| 2620 |
Docs for hot-module-reload and reactive programming for Python (`hmr` on PyPI)
|
B 77 6⁄6 | ||||||||
| 2621 |
Enables interaction with AWS S3 storage through bucket operations (create, dele…
|
B 77 5⁄5 | ||||||||
| 2622 |
Enables AI agents to control and inspect Ableton Live by executing Python code …
|
B 77 5⁄5 | ||||||||
| 2623 |
A collection of self-hosted, open-source tools that enable AI agents to perform…
|
B 77 5⁄5 | ||||||||
| 2624 |
MCP server for checking package versions across multiple package managers
|
B 77 5⁄5 | ||||||||
| 2625 |
Enables connecting to and querying multiple database types (PostgreSQL, MySQL, …
|
B 77 5⁄5 | ||||||||
| 2626 |
Provides covenant rule enforcement, hash-chained audit logs, and integrity veri…
|
B 77 4⁄4 | ||||||||
| 2627 |
mcp-monitor
Claim
A system monitoring tool that exposes system metrics via the Model Context Prot…
|
B 77 5⁄4 | ||||||||
| 2628 |
agent-browser
Claim
One connection for all your MCP servers.
|
B 77 5⁄4 | ||||||||
| 2629 |
Laravel MCP Companion
Claim
Provides instant access to comprehensive Laravel ecosystem documentation includ…
|
B 77 5⁄4 | ||||||||
| 2630 |
engram
Claim
MCP adapter for Engram - organizational memory for AI agents
|
B 77 5⁄4 | ||||||||
| 2631 |
Enables access to Reddit data including posts, comments, user profiles, and sub…
|
B 77 5⁄5 | ||||||||
| 2632 |
Domain Finder MCP Server
Claim
Intelligent domain name suggestion service that checks real-time availability a…
|
B 77 5⁄5 | ||||||||
| 2633 |
Integrates RAGFlow's knowledge base API with Claude Desktop for document retrie…
|
B 77 5⁄5 | ||||||||
| 2634 |
An Iceberg-native geospatial MCP server powered by DuckDB that provides tools f…
|
B 77 5⁄4 | ||||||||
| 2635 |
Local encrypted vault for API keys. LLMs never see your real keys — the server …
|
B 77 4⁄4 | ||||||||
| 2636 |
Enables users to connect to their email inbox via IMAP to search, filter, and s…
|
B 77 5⁄5 | ||||||||
| 2637 |
Weather MCP Service
Claim
Provides live weather data and forecasts for any location worldwide through bot…
|
B 77 5⁄5 | ||||||||
| 2638 |
Self-hosted Puppeteer MCP server with remote SSE access, API key authentication…
|
B 77 5⁄4 | ||||||||
| 2639 |
Astronomical catalog data and observing session planner. 13,000+ objects from O…
|
B 77 5⁄4 | ||||||||
| 2640 |
Provides tools for retrieving and processing documentation through vector searc…
|
B 77 5⁄5 | ||||||||
| 2641 |
Provide standardized access to comprehensive cryptocurrency market data, exchan…
|
B 77 5⁄5 | ||||||||
| 2642 |
Enables AI-powered generation, customization, and documentation of its-just-ui …
|
B 77 5⁄5 | ||||||||
| 2643 |
Access the Nix ecosystem (Nixpkgs, NixOS, Home Manager, nix-darwin, nixvim, nix…
|
B 77 5⁄4 | ||||||||
| 2644 |
Provides random number generation utilities, including a secure UUID generator …
|
B 77 5⁄5 | ||||||||
| 2645 |
An MCP server that provides tools for managing and monitoring your Fleet Device…
|
B 77 5⁄4 | ||||||||
| 2646 |
Enables LLMs to download, parse, and analyze SEC EDGAR filings, including 10-K/…
|
B 77 5⁄5 | ||||||||
| 2647 |
An MCP server for real-time Fantasy Premier League data and analysis tools.
|
B 77 5⁄5 | ||||||||
| 2648 |
Local MCP server for AI-assisted Apache Tomcat management and diagnostics
|
B 77 5⁄4 | ||||||||
| 2649 |
An MCP server for interacting with self-hosted Jira instances using Personal Ac…
|
B 77 5⁄5 | ||||||||
| 2650 |
An MCP server that provides comprehensive market intelligence by analyzing data…
|
B 77 5⁄5 | ||||||||