MCP Server Quality Scores
Independent quality analysis of 33449 public MCP servers
Last updated 48 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 7301 |
Enables Lightning Network wallet operations through the Breez SDK, allowing use…
|
B 70 5⁄5 | ||||||||
| 7302 |
A Cloudflare Workers server that extends a traditional full-stack TODO applicat…
|
B 70 5⁄4 | ||||||||
| 7303 |
Personalized Fantasy Premier League intelligence — scored captain picks, transf…
|
B 70 5⁄4 | ||||||||
| 7304 |
studio-mcp
Claim
Embeds Snyk's security engines into agentic workflows. Secures AI-generated cod…
|
B 70 5⁄5 | ||||||||
| 7305 |
Enables creation, management, and scheduling of Garmin Connect workouts from na…
|
B 70 5⁄5 | ||||||||
| 7306 |
An MCP server implementation that helps Claude remember and learn from programm…
|
B 70 5⁄5 | ||||||||
| 7307 |
A specialized Model Context Protocol (MCP) server that enables AI-powered inter…
|
B 70 5⁄5 | ||||||||
| 7308 |
An MCP server that provides tools for financial analysis using the Financial Mo…
|
B 70 5⁄5 | ||||||||
| 7309 |
Model Context Protocol (MCP) server that integrates Redash with AI assistants l…
|
B 70 5⁄5 | ||||||||
| 7310 |
Enables AI assistants to interact with SAP Commerce Cloud (Hybris) instances fo…
|
B 70 5⁄5 | ||||||||
| 7311 |
FastMCP Server Template
Claim
A production-ready MCP server template that enables developers to quickly build…
|
B 70 5⁄5 | ||||||||
| 7312 |
Provides tools for interacting with Twitter to retrieve tweets by ID and post n…
|
B 70 5⁄5 | ||||||||
| 7313 |
Create and modify GB Studio projects with MCP tools for scenes, actors, assets,…
|
B 70 5⁄4 | ||||||||
| 7314 |
MongoDB MCP Server
Claim
A modular server that enables management of MongoDB databases, collections, doc…
|
B 70 5⁄5 | ||||||||
| 7315 |
Enables AI assistants to securely connect to and manage MySQL databases with su…
|
B 70 5⁄5 | ||||||||
| 7316 |
3D MCP Server
Claim
Enables AI-driven 3D model generation and manipulation using OpenSCAD through n…
|
B 70 5⁄4 | ||||||||
| 7317 |
Enables real-time trading and market data access through TradeStation's API. Su…
|
B 70 5⁄5 | ||||||||
| 7318 |
A Python-based MCP server that enables users to interact with the esa.io API fo…
|
B 70 5⁄5 | ||||||||
| 7319 |
Enables large language models to interact with Alpaca's trading infrastructure …
|
B 70 5⁄4 | ||||||||
| 7320 |
An MCP server for managing and persisting notes, offering CRUD operations, note…
|
B 70 5⁄5 | ||||||||
| 7321 |
Enables AI agents to manage a file-backed ticketing system directly within a lo…
|
B 70 5⁄4 | ||||||||
| 7322 |
Enables interaction with Outlook email through Microsoft Graph API. Supports em…
|
B 70 5⁄5 | ||||||||
| 7323 |
A comprehensive, domain-agnostic documentation scraping and AI integration tool…
|
B 70 5⁄4 | ||||||||
| 7324 |
Enables generation of various chart types (bar, line, pie, radar, etc.) using Q…
|
B 70 5⁄5 | ||||||||
| 7325 |
Enables AI assistants to capture screenshots of web pages using automated brows…
|
B 70 5⁄5 | ||||||||
| 7326 |
Enables automatic HTTP requests (GET, POST, PUT, DELETE, etc.) with JSON valida…
|
B 70 5⁄5 | ||||||||
| 7327 |
DeFi data API for AI agents — pay-per-call via x402/USDC on Base
|
B 70 6⁄4 | ||||||||
| 7328 |
MCP Maximo Server
Claim
Wraps IBM Maximo API services as MCP tools, enabling AI applications like Dify …
|
B 70 5⁄5 | ||||||||
| 7329 |
Integrates the Brave Search API to provide comprehensive web and local search c…
|
B 70 5⁄5 | ||||||||
| 7330 |
Enables content creators to manage, analyze, and publish Xiaohongshu (Little Re…
|
B 70 5⁄4 | ||||||||
| 7331 |
Exposes Cursor IDE's MCP tools (codebase search, file operations) as an HTTP AP…
|
B 70 5⁄5 | ||||||||
| 7332 |
Enables intelligent workflow automation for JD's FOP platform, supporting PRD a…
|
B 70 5⁄5 | ||||||||
| 7333 |
YouTube MCP server for token-optimized, structured data using the YouTube Data …
|
B 70 6⁄6 | ||||||||
| 7334 |
A TypeScript-based MCP server that enables LLM agents to interact with Gel data…
|
B 70 5⁄5 | ||||||||
| 7335 |
An MCP server that provides shell command execution and OpenAI Whisper transcri…
|
B 70 5⁄4 | ||||||||
| 7336 |
Provides advanced mathematical utilities including basic arithmetic, statistica…
|
B 70 5⁄5 | ||||||||
| 7337 |
FEL MCP Server (Local)
Claim
Enables validation and PDF rendering of Guatemalan FEL invoices from XML files.…
|
B 70 5⁄4 | ||||||||
| 7338 |
An MCP server for managing Incus virtual machines through structured tools for …
|
B 70 5⁄5 | ||||||||
| 7339 |
Provides real-time Indian stock market analysis, including live price tracking,…
|
B 70 5⁄5 | ||||||||
| 7340 |
Tavily Cursor MCP Server
Claim
Enables web search, content extraction, question answering, and RAG context gen…
|
B 70 5⁄5 | ||||||||
| 7341 |
Web search capabilities using Microsoft Bing Search API
|
B 70 5⁄5 | ||||||||
| 7342 |
A lightweight MCP server that provides a unified interface to various LLM provi…
|
B 70 5⁄5 | ||||||||
| 7343 |
A Python-based MCP server that provides a suite of basic arithmetic tools, incl…
|
B 70 5⁄5 | ||||||||
| 7344 |
Enables AI agents and assistants like Goose or Claude to interact with VS Code …
|
B 70 5⁄4 | ||||||||
| 7345 |
A Model Context Protocol server that enables AI models and applications to inte…
|
B 70 5⁄5 | ||||||||
| 7346 |
Enables AI assistants to safely query MySQL databases with read-only access by …
|
B 70 5⁄5 | ||||||||
| 7347 |
A server implementation that exposes grep functionality through the Model Conte…
|
B 70 5⁄4 | ||||||||
| 7348 |
Provides AI assistants with a comprehensive toolkit for developing, testing, an…
|
B 70 5⁄5 | ||||||||
| 7349 |
An MCP server that enables users to store and retrieve personalized coding patt…
|
B 70 5⁄4 | ||||||||
| 7350 |
An MCP server that enables searching YouTube and retrieving high-accuracy video…
|
B 70 4⁄4 | ||||||||