MCP Server Quality Scores
Independent quality analysis of 66402 public MCP servers
Last updated 5 hours, 13 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 2801 |
Provides basic mathematical calculation functionality through MCP tools includi…
|
B 77 5⁄4 | ||||||||
| 2802 |
Provides Discord integration capabilities to MCP clients like Claude Desktop.
|
B 77 5⁄5 | ||||||||
| 2803 |
An MCP server for [JupyterCAD](https://github.com/jupytercad/JupyterCAD) that a…
|
B 77 5⁄5 | ||||||||
| 2804 |
Extracts YouTube video metadata and transcripts without requiring API keys, ena…
|
B 77 5⁄5 | ||||||||
| 2805 |
A simple note-taking MCP server for recording and managing notes with AI models.
|
B 77 5⁄5 | ||||||||
| 2806 |
Enables AI models to fetch text content from URLs, extract links from web pages…
|
B 77 5⁄5 | ||||||||
| 2807 |
Provide all changes of the specified signal name to the model's context. This i…
|
B 77 5⁄4 | ||||||||
| 2808 |
An MCP server that connects AI assistants to OpenEMR instances to manage patien…
|
B 77 5⁄4 | ||||||||
| 2809 |
Local encrypted vault for API keys. LLMs never see your real keys — the server …
|
B 77 4⁄4 | ||||||||
| 2810 |
Model Context Protocol server for file system operations. Supports read, write,…
|
B 77 5⁄4 | ||||||||
| 2811 |
A TypeScript-based MCP server that provides full CRUD operations for Requestly …
|
B 77 5⁄5 | ||||||||
| 2812 |
Enables interaction with IEEE 2030.5 (SEP 2.0) Smart Energy Profile servers for…
|
B 77 5⁄5 | ||||||||
| 2813 |
Hive Mind MCP Server
Claim
Automatically generates and maintains living documentation for codebases by cre…
|
B 77 5⁄4 | ||||||||
| 2814 |
Cross-session memory for Claude Code — context capture, semantic search, recall
|
B 77 4⁄4 | ||||||||
| 2815 |
Enables comprehensive academic research through the Semantic Scholar API, inclu…
|
B 77 5⁄5 | ||||||||
| 2816 |
Enables AI assistants to automate iOS Simulator interactions including device m…
|
B 77 5⁄4 | ||||||||
| 2817 |
MCP to explore websites with llms.txt files
|
B 77 5⁄4 | ||||||||
| 2818 |
SQLite MCP Server
Claim
Provides comprehensive SQLite database interaction for AI agents, including dat…
|
B 77 5⁄5 | ||||||||
| 2819 |
agent-tool
Claim
Encoding-aware, indentation-smart file tools for AI coding agents. 20+ tools in…
|
B 77 5⁄4 | ||||||||
| 2820 |
Enables access to Withings Health API data including body measurements, activit…
|
B 77 5⁄5 | ||||||||
| 2821 |
Nessus MCP Server
|
B 77 5⁄5 | ||||||||
| 2822 |
Enables AI-powered podcast generation with single or dual speakers, FlowSpeech …
|
B 77 5⁄5 | ||||||||
| 2823 |
Enables shared scratchpad functionality for Claude Code sub-agents with full-te…
|
B 77 5⁄5 | ||||||||
| 2824 |
Connects Claude AI to Google Sheets, Gmail, and Calendar for comprehensive reve…
|
B 77 5⁄5 | ||||||||
| 2825 |
MCP server that gives Claude Desktop and other desktop MCP clients filesystem p…
|
B 77 5⁄4 | ||||||||
| 2826 |
Provides a shared context layer for AI agent teams to improve token efficiency …
|
B 77 5⁄4 | ||||||||
| 2827 |
Enables AI assistants to fetch comprehensive information about Maven packages f…
|
B 77 5⁄5 | ||||||||
| 2828 |
DataSF MCP Server
Claim
Enables AI assistants to search, explore, and query San Francisco's open data p…
|
B 77 5⁄5 | ||||||||
| 2829 |
|
B 77 5⁄5 | ||||||||
| 2830 |
Enables interaction with macOS system features including file dialogs, clipboar…
|
B 77 5⁄4 | ||||||||
| 2831 |
Whoop MCP Server
Claim
Integrates WHOOP biometric data into Claude and other MCP-compatible applicatio…
|
B 77 5⁄5 | ||||||||
| 2832 |
Route AI agent tasks to the best MCP server and LLM, scored on 132+ real benchm…
|
B 77 5⁄4 | ||||||||
| 2833 |
Google Chat MCP Server
Claim
Enables posting text messages to Google Chat spaces through webhook-based integ…
|
B 77 5⁄5 | ||||||||
| 2834 |
AI agent security scanner. Audits MCP servers for vulnerabilities, detects prom…
|
B 77 5⁄5 | ||||||||
| 2835 |
MCP server for Japan's TDnet (Timely Disclosure network). Search and retrieve t…
|
B 77 5⁄4 | ||||||||
| 2836 |
Provides reference information for Flux UI components, enabling AI assistants t…
|
B 77 5⁄5 | ||||||||
| 2837 |
Enables converting Markdown text into high-quality 3:4 ratio JPG images using m…
|
B 77 5⁄4 | ||||||||
| 2838 |
Enables AI assistants to read, search, compose, and send emails by connecting t…
|
B 77 5⁄5 | ||||||||
| 2839 |
archmcp
Claim
archmcp - MCP Architectural Snapshot Server and Knowledge Graph
|
B 77 5⁄4 | ||||||||
| 2840 |
Cryptocurrency MCP Server! Free! This powerful tool is designed for blockchain …
|
B 77 5⁄5 | ||||||||
| 2841 |
Cryptocurrency Market Data MCP Server
|
B 77 5⁄4 | ||||||||
| 2842 |
An MCP server that enables Claude and other LLM clients to access Hanzo AI plat…
|
B 77 5⁄4 | ||||||||
| 2843 |
A security scanner for AI coding agents and autonomous assistants that scans co…
|
B 77 5⁄4 | ||||||||
| 2844 |
🔗 Model Context Protocol (MCP) Server for retrieving saved articles from Pocket…
|
B 77 5⁄5 | ||||||||
| 2845 |
Access comprehensive, real-time financial data (stocks, options, crypto, forex)…
|
B 77 5⁄5 | ||||||||
| 2846 |
A TypeScript framework for building MCP servers with client session management …
|
B 77 5⁄5 | ||||||||
| 2847 |
Enables sending, reading, and deleting WhatsApp messages through Claude Desktop…
|
B 77 5⁄4 | ||||||||
| 2848 |
Lightweight persistent memory for AI agents. Hybrid search. 16 tools. One SQLit…
|
B 77 5⁄4 | ||||||||
| 2849 |
Connect to MCP servers right from your shell. Plugin for simonw/llm.
|
B 77 5⁄4 | ||||||||
| 2850 |
An MCP server that provides tools for managing and monitoring your Fleet Device…
|
B 77 5⁄4 | ||||||||