MCP Server Quality Scores
Independent quality analysis of 59042 public MCP servers
Last updated 50 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 5351 |
Enables AI assistants to manage student registration through natural language c…
|
B 73 5⁄4 | ||||||||
| 5352 |
An MCP server that provides Git version control operations for Claude, enabling…
|
B 73 5⁄4 | ||||||||
| 5353 |
Code synthesis through belief revision, mutation testing, and verification
|
B 73 5⁄5 | ||||||||
| 5354 |
Transforms Chrome browser into an AI-controlled automation tool that allows AI …
|
B 73 5⁄4 | ||||||||
| 5355 |
An MCP server that enables chatting with PostgreSQL databases using secure GitH…
|
B 73 5⁄4 | ||||||||
| 5356 |
Query and summarize your chat messages with AI prompts.
|
B 73 5⁄4 | ||||||||
| 5357 |
A Model Context Protocol (MCP) server that enables AI assistants to interact wi…
|
B 73 5⁄5 | ||||||||
| 5358 |
Integrates with Garmin Connect to retrieve activity data, health metrics, and p…
|
B 73 5⁄5 | ||||||||
| 5359 |
Provides access to Urban Institute's Education Data API through Claude, enablin…
|
B 73 5⁄5 | ||||||||
| 5360 |
MCP-Airflow-API
Claim
⚡ Control Apache Airflow with natural language via MCP. Chat with your workflow…
|
B 73 5⁄5 | ||||||||
| 5361 |
Hi-AI
Claim
AI development assistant with 36 specialized tools for memory management, code …
|
B 73 5⁄5 | ||||||||
| 5362 |
Discord Cloud MCP
Claim
Provides full Discord API access via the Model Context Protocol, allowing users…
|
B 73 5⁄5 | ||||||||
| 5363 |
An MCP server that enables AI assistants to search, analyze, and retrieve infor…
|
B 73 5⁄5 | ||||||||
| 5364 |
Enables AI assistants to monitor and troubleshoot AWS Application Signals servi…
|
B 73 5⁄5 | ||||||||
| 5365 |
Search human-curated content recommendations from Copus - The Internet Treasure…
|
B 73 5⁄5 | ||||||||
| 5366 |
Manages persistent work memories and context across AI tools, enabling structur…
|
B 73 5⁄5 | ||||||||
| 5367 |
Enables AI-powered exploration and interaction with GitLab instances through co…
|
B 73 5⁄5 | ||||||||
| 5368 |
A TypeScript implementation of a Model Context Protocol server that integrates …
|
B 73 5⁄5 | ||||||||
| 5369 |
Enables AI assistants like Claude to manage Docker containers, images, and Dock…
|
B 73 5⁄5 | ||||||||
| 5370 |
solana-mcp-server
Claim
solana mcp sever to enable solana rpc methods
|
B 73 5⁄4 | ||||||||
| 5371 |
Provides a unified registry for discovering and managing agents that implement …
|
B 73 5⁄5 | ||||||||
| 5372 |
Creates professional Slidev presentations with automated Git-based backup and r…
|
B 73 5⁄5 | ||||||||
| 5373 |
An MCP server that enables text-to-image generation and editing using OpenAI's …
|
B 73 5⁄5 | ||||||||
| 5374 |
Enables quantum machine learning operations using Qiskit, including executing q…
|
B 73 5⁄5 | ||||||||
| 5375 |
Rwandan legislation via MCP — full-text search across statutes and provisions
|
B 73 5⁄5 | ||||||||
| 5376 |
Provides an interface to access Google Analytics Data API through Model Context…
|
B 73 5⁄5 | ||||||||
| 5377 |
Universal MCP server for CalDAV protocol integration. Works with any CalDAV-com…
|
B 73 5⁄5 | ||||||||
| 5378 |
Search URDB for product integrity scores, enshittification events, and change t…
|
B 73 5⁄4 | ||||||||
| 5379 |
Enables AI assistants to interact with Strapi CMS instances through REST API op…
|
B 73 5⁄5 | ||||||||
| 5380 |
Enables AI agents to access Fathom AI meeting data including transcripts, summa…
|
B 73 5⁄5 | ||||||||
| 5381 |
MCP server that automatically logs AI coding assistant activities such as comma…
|
B 73 5⁄4 | ||||||||
| 5382 |
Provides a pseudo-terminal (PTY) interface that allows AI agents to interact wi…
|
B 73 5⁄4 | ||||||||
| 5383 |
Enables AI assistants to interact with the Habitica API to manage tasks, track …
|
B 73 5⁄5 | ||||||||
| 5384 |
Enables AI assistants to access Qonto financial data including organization inf…
|
B 73 4⁄4 | ||||||||
| 5385 |
Enables time tracking and project management through the Clockify API. Supports…
|
B 73 5⁄5 | ||||||||
| 5386 |
RSS MCP Server
Claim
Enables language models to fetch and parse standard RSS/Atom feeds and RSSHub c…
|
B 73 5⁄5 | ||||||||
| 5387 |
An MCP server that exposes Language Server Protocol features to external client…
|
B 73 5⁄4 | ||||||||
| 5388 |
Connects AI agents like Claude Desktop to the GoHighLevel CRM platform with ove…
|
B 73 5⁄5 | ||||||||
| 5389 |
A Node.js implementation of the Model Context Protocol that provides secure she…
|
B 73 5⁄4 | ||||||||
| 5390 |
Android engineering MCP server with verified documentation grounding and AI val…
|
B 73 5⁄5 | ||||||||
| 5391 |
Enables persistent storage and semantic search of coding preferences, patterns,…
|
B 73 5⁄5 | ||||||||
| 5392 |
Provides comprehensive tools for managing BookStack instances, including full C…
|
B 73 5⁄5 | ||||||||
| 5393 |
Enables video generation from text prompts or images using Google's Veo 3 API. …
|
B 73 5⁄5 | ||||||||
| 5394 |
Integrates WordPress Coding Standards (WPCS) with Claude AI to automatically ch…
|
B 73 5⁄4 | ||||||||
| 5395 |
Enables AI assistants to fetch README content, package metadata, dependencies, …
|
B 73 5⁄5 | ||||||||
| 5396 |
AI-powered log analysis - parse, search, extract errors across 9+ formats
|
B 73 5⁄4 | ||||||||
| 5397 |
An MCP server gateway that minimizes context usage via progressive Lua-driven d…
|
B 73 5⁄4 | ||||||||
| 5398 |
GetUTC MCP Server
Claim
Provides accurate UTC time by aggregating and verifying data from multiple reli…
|
B 73 5⁄5 | ||||||||
| 5399 |
Provides tools for interacting with the Alpaca Trading API, enabling trading op…
|
B 73 5⁄5 | ||||||||
| 5400 |
A local MCP server that enables users to query the CFPB Consumer Complaint Data…
|
B 73 5⁄4 | ||||||||