MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 5 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 5251 |
Provides real-time options analytics, pricing with Greeks, Monte Carlo simulati…
|
B 73 5⁄5 | ||||||||
| 5252 |
A template for creating custom tools for Cursor IDE using Model Context Protoco…
|
B 73 5⁄5 | ||||||||
| 5253 |
Provides access to 56 professional medical calculators covering multiple specia…
|
B 73 5⁄4 | ||||||||
| 5254 |
Query and analyze Azure Data Explorer databases
|
B 73 5⁄5 | ||||||||
| 5255 |
Provides tools for collecting and documenting code from directories.
|
B 73 5⁄5 | ||||||||
| 5256 |
A Model Context Protocol server that enables interaction with Bitcoin Stamps da…
|
B 73 5⁄5 | ||||||||
| 5257 |
A MCP server to allow the LLM in Cursor to access Rust Analyzer, Crate Docs and…
|
B 73 5⁄4 | ||||||||
| 5258 |
MCP server that turns natural-language prompts into Microsoft Azure architectur…
|
B 73 5⁄4 | ||||||||
| 5259 |
flexible-graphrag
Claim
Flexible GraphRAG: Python, LlamaIndex, Docker Compose: 8 Graph dbs, 10 Vector d…
|
B 73 5⁄4 | ||||||||
| 5260 |
DedcodeMCP File Manager
Claim
Enables file management operations on the desktop including creating, reading, …
|
B 73 5⁄5 | ||||||||
| 5261 |
Provides access to body composition data from Renpho smart scales, enabling use…
|
B 73 5⁄5 | ||||||||
| 5262 |
Unsplash API MCP Server
Claim
An API that exposes Unsplash image search, listing, and random photo capabiliti…
|
B 73 5⁄5 | ||||||||
| 5263 |
Agent-powered calendar management for macOS that transforms natural language in…
|
B 73 5⁄4 | ||||||||
| 5264 |
Provides a unified registry for discovering and managing agents that implement …
|
B 73 5⁄5 | ||||||||
| 5265 |
Aggregates and analyzes fitness data from multiple sources like Whoop and Strav…
|
B 73 5⁄5 | ||||||||
| 5266 |
Enables programmatic access to Austrian mobile carriers (yesss!, Georg, XOXO) a…
|
B 73 5⁄5 | ||||||||
| 5267 |
Secure execution engine for AI agents. 300+ modules, SSRF protection, secrets p…
|
B 73 5⁄4 | ||||||||
| 5268 |
Enables programmatic execution of coding tasks and autonomous file operations u…
|
B 73 5⁄5 | ||||||||
| 5269 |
An AI agent task management system that provides structure and visualization fo…
|
B 73 5⁄5 | ||||||||
| 5270 |
Enable powerful LLM-driven exploration and analysis of GitLab instances with co…
|
B 73 5⁄5 | ||||||||
| 5271 |
Integrates with MES, CMMS, and IoT systems to manage manufacturing operations, …
|
B 73 5⁄5 | ||||||||
| 5272 |
A Model Context Protocol server implementation for Stability blockchain that en…
|
B 73 5⁄4 | ||||||||
| 5273 |
Connects AI assistants to GitLab to interact with merge requests, reviews, disc…
|
B 73 5⁄5 | ||||||||
| 5274 |
An MCP server that retrieves current GitHub Copilot usage data, including quota…
|
B 73 5⁄5 | ||||||||
| 5275 |
A Rust-based MCP server that provides long-term memory capabilities for AI agen…
|
B 73 5⁄4 | ||||||||
| 5276 |
A Model Context Protocol server that enables semantic search and retrieval of A…
|
B 73 5⁄4 | ||||||||
| 5277 |
MCP server for GreyNoise API - Check if IPs are internet background noise or ta…
|
B 73 5⁄5 | ||||||||
| 5278 |
Enables creating, managing, analyzing, and visualizing knowledge graphs with su…
|
B 73 5⁄5 | ||||||||
| 5279 |
Enables AI assistants to discover, fetch, and search through Tambo documentatio…
|
B 73 5⁄5 | ||||||||
| 5280 |
MCP server that provides SQL analysis, linting, and dialect conversion using [S…
|
B 73 5⁄4 | ||||||||
| 5281 |
Enables video generation from text prompts or images using Google's Veo 3 API. …
|
B 73 5⁄5 | ||||||||
| 5282 |
Connects to Elasticsearch databases using the Model Context Protocol, allowing …
|
B 73 5⁄5 | ||||||||
| 5283 |
Enables Google search and webpage content extraction via Chrome for macOS, allo…
|
B 73 5⁄4 | ||||||||
| 5284 |
Define-XML MCP Server
Claim
A TypeScript MCP server for interacting with CDISC Define-XML 2.0 and 2.1 files…
|
B 73 5⁄4 | ||||||||
| 5285 |
Enables comprehensive browser automation and web interaction through Playwright…
|
B 73 5⁄4 | ||||||||
| 5286 |
Git Helper MCP
Claim
Enables Claude to interact with git repositories by providing real-time access …
|
B 73 5⁄4 | ||||||||
| 5287 |
A simple MCP server that facilitates website fetching through a configurable se…
|
B 73 5⁄5 | ||||||||
| 5288 |
Provides stateful prompt optimization using research-backed techniques like APE…
|
B 73 5⁄5 | ||||||||
| 5289 |
Manage your GitHub repositories effortlessly. Create, update, and search files,…
|
B 73 5⁄4 | ||||||||
| 5290 |
Enables voice-based interactions with Claude by converting text to speech using…
|
B 73 5⁄4 | ||||||||
| 5291 |
An MCP server that enables AI assistants to interact directly with Lunch Money'…
|
B 73 5⁄4 | ||||||||
| 5292 |
Explore and query your MySQL database with ease. List tables, inspect table str…
|
B 73 5⁄5 | ||||||||
| 5293 |
An MCP server that provides deep knowledge about OpenAI APIs and SDKs, enabling…
|
B 73 5⁄5 | ||||||||
| 5294 |
inked
|
B 73 5⁄5 | ||||||||
| 5295 |
Provides professional-grade Rider-Waite tarot readings and 11 specialized sprea…
|
B 73 5⁄5 | ||||||||
| 5296 |
MCP server for automated ICD-10 medical coding. Code clinical text to ICD-10-CM…
|
B 73 5⁄5 | ||||||||
| 5297 |
A TypeScript implementation of a Model Context Protocol server that enables lan…
|
B 73 5⁄5 | ||||||||
| 5298 |
claude-code-tts
Claim
MCP server plugin for Claude Code that converts text to speech using OpenAI's T…
|
B 73 5⁄5 | ||||||||
| 5299 |
An MCP server that integrates Bear Note Taking App with Claude Desktop, allowin…
|
B 73 5⁄5 | ||||||||
| 5300 |
This MCP server utilizes DuckDuckGo for web searches, providing structured sear…
|
B 73 5⁄5 | ||||||||