MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 3 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 5501 |
An AI agent task management system that provides structure and visualization fo…
|
B 73 5⁄5 | ||||||||
| 5502 |
A token-efficient, schema-aware MCP server that enables AI assistants to safely…
|
B 73 5⁄4 | ||||||||
| 5503 |
Enables interaction with a MySQL database via JSON commands, supporting read-on…
|
B 73 5⁄5 | ||||||||
| 5504 |
A Model Context Protocol server that provides network packet capture and analys…
|
B 73 5⁄4 | ||||||||
| 5505 |
Enables direct creation and management of educational content on the EuConquist…
|
B 73 5⁄5 | ||||||||
| 5506 |
Provides instant access to MCP development documentation, best practices, produ…
|
B 73 5⁄5 | ||||||||
| 5507 |
Facilitates semantic analysis of chat conversations through vector embeddings a…
|
B 73 5⁄5 | ||||||||
| 5508 |
An MCP server that enables searching for Rust crates and their documentation fr…
|
B 73 5⁄5 | ||||||||
| 5509 |
An LLM-optimized server for reverse-engineering and navigating minified JavaScr…
|
B 73 5⁄4 | ||||||||
| 5510 |
Claude ↔ Codex MCP Relay
Claim
A relay server that enables communication between Claude Code and Codex through…
|
B 73 5⁄4 | ||||||||
| 5511 |
Zen Browser automation via WebDriver BiDi. 20 tools for navigation, form fillin…
|
B 73 5⁄4 | ||||||||
| 5512 |
Dependency graph + 15 MCP tools for AI coding assistants. Parses TypeScript, Ja…
|
B 73 5⁄4 | ||||||||
| 5513 |
Enables AI models to interact with MySQL databases through standardized operati…
|
B 73 5⁄5 | ||||||||
| 5514 |
Connects AI assistants to GitLab to interact with merge requests, reviews, disc…
|
B 73 5⁄5 | ||||||||
| 5515 |
Enables automation of browser tasks using Playwright by interacting via Claude …
|
B 73 5⁄5 | ||||||||
| 5516 |
A Model Context Protocol server that provides real-time CNN Fear & Greed Index …
|
B 73 5⁄4 | ||||||||
| 5517 |
Enables interaction with Monobank personal accounts through MCP tools to fetch …
|
B 73 5⁄5 | ||||||||
| 5518 |
Browser MCP Server
Claim
Enables AI assistants to automate web browsers through Playwright, providing ca…
|
B 73 5⁄5 | ||||||||
| 5519 |
Enables AI agents to interact with MIST.cash privacy-preserving payment protoco…
|
B 73 5⁄5 | ||||||||
| 5520 |
Provides real-time security risk assessment for AI coding prompts, analyzing po…
|
B 73 5⁄5 | ||||||||
| 5521 |
YouTube MCP Server
Claim
Provides distraction-free access to YouTube by allowing AI assistants to retrie…
|
B 73 5⁄4 | ||||||||
| 5522 |
Provides comprehensive search capabilities including web search, content extrac…
|
B 73 5⁄5 | ||||||||
| 5523 |
Provides access to multiple frontier LLM models (GPT, Claude, Gemini, Grok, Dee…
|
B 73 5⁄5 | ||||||||
| 5524 |
Enables AI agents to store and retrieve information persistently using key-valu…
|
B 73 5⁄4 | ||||||||
| 5525 |
RSS MCP Server
Claim
Enables language models to fetch and parse standard RSS/Atom feeds and RSSHub c…
|
B 73 5⁄5 | ||||||||
| 5526 |
Enables AI agents to maintain context across conversation sessions by saving an…
|
B 73 5⁄5 | ||||||||
| 5527 |
Read-only Database MCP
Claim
Enables read-only access to PostgreSQL and MySQL/MariaDB databases through MCP …
|
B 73 5⁄4 | ||||||||
| 5528 |
Enables comprehensive codebase analysis using Google's Gemini AI through CLI in…
|
B 73 5⁄4 | ||||||||
| 5529 |
MCP server for Chipotle — let AI agents find locations, browse menus, build cus…
|
B 73 5⁄4 | ||||||||
| 5530 |
Provide comprehensive and unified access to U.S. congressional legislative data…
|
B 73 5⁄4 | ||||||||
| 5531 |
A high-performance Model Context Protocol server for AI integration with Metaba…
|
B 73 5⁄4 | ||||||||
| 5532 |
An LLM-native decision tracking system that captures unexpected engineering out…
|
B 73 5⁄5 | ||||||||
| 5533 |
This server enables interaction with the Old School RuneScape (OSRS) Wiki API a…
|
B 73 5⁄4 | ||||||||
| 5534 |
An MCP server that allows Claude and other AI assistants to interact with the Y…
|
B 73 5⁄5 | ||||||||
| 5535 |
A Model Context Protocol (MCP) server with HTTP transport that implements JWT a…
|
B 73 5⁄5 | ||||||||
| 5536 |
mcp
Claim
The PlanetScale CLI includes an MCP server that provides AI tools direct access…
|
B 73 5⁄5 | ||||||||
| 5537 |
MCP server for real interactive terminal sessions — REPLs, SSH, databases, Dock…
|
B 73 5⁄5 | ||||||||
| 5538 |
MCP server for GreyNoise API - Check if IPs are internet background noise or ta…
|
B 73 5⁄5 | ||||||||
| 5539 |
Enables automated generation of FreeRTOS embedded projects for chips like BK725…
|
B 73 5⁄4 | ||||||||
| 5540 |
Enables OSINT research by searching usernames across hundreds of social network…
|
B 73 5⁄4 | ||||||||
| 5541 |
An MCP server that enables Claude to access Windows screenshots from WSL2, allo…
|
B 73 5⁄4 | ||||||||
| 5542 |
Provides Ethereum blockchain data tools via Etherscan's API, enabling users to …
|
B 73 5⁄5 | ||||||||
| 5543 |
A Model Context Protocol (MCP) server that provides programmatic access to the …
|
B 73 5⁄5 | ||||||||
| 5544 |
A powerful web scraping MCP server built on Scrapy and FastMCP that supports mu…
|
B 73 5⁄5 | ||||||||
| 5545 |
AiDD MCP Server provides a secure interface for AI agents to perform file syste…
|
B 73 5⁄5 | ||||||||
| 5546 |
Metaplex MCP Server
Claim
The Metaplex MCP Server facilitates access to Metaplex documentation and reposi…
|
B 73 5⁄4 | ||||||||
| 5547 |
Provides AI assistants with direct access to multi-vendor network devices for t…
|
B 73 5⁄5 | ||||||||
| 5548 |
Enables AI agents to autonomously order food from Grubhub, including searching …
|
B 73 5⁄5 | ||||||||
| 5549 |
Publish to 13+ social media platforms from any AI agent via MCP.
|
B 73 5⁄4 | ||||||||
| 5550 |
Universal MCP server for CalDAV protocol integration. Works with any CalDAV-com…
|
B 73 5⁄5 | ||||||||