MCP Server Quality Scores
Independent quality analysis of 68965 public MCP servers
Last updated 9 hours, 26 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 2501 |
Enables browser-based web page fetching with automatic cookie management and CS…
|
B 77 5⁄4 | ||||||||
| 2502 |
Enables AI assistants to create, update, publish, and manage Datawrapper charts…
|
B 77 5⁄5 | ||||||||
| 2503 |
Enables AI to interact with multiple Swagger/OpenAPI specifications by listing …
|
B 77 5⁄5 | ||||||||
| 2504 |
A local-first security system for autonomous AI agents that provides tools for …
|
B 77 5⁄4 | ||||||||
| 2505 |
Provides AI models with structured access to Trino's distributed SQL query engi…
|
B 77 5⁄5 | ||||||||
| 2506 |
MCP server for Jitbit Helpdesk — search and read support tickets from AI assist…
|
B 77 4⁄4 | ||||||||
| 2507 |
Enables secure access to Xplainable AI platform capabilities for managing machi…
|
B 77 5⁄5 | ||||||||
| 2508 |
Enables AI assistants to interact with OpenProject installations for comprehens…
|
B 77 5⁄5 | ||||||||
| 2509 |
MCP server for accessing Yazio user & nutrition data (unofficial)
|
B 77 5⁄4 | ||||||||
| 2510 |
Chain of Draft Server is a powerful AI-driven tool that helps developers make b…
|
B 77 5⁄4 | ||||||||
| 2511 |
Fast Windows file search using Everything SDK
|
B 77 5⁄4 | ||||||||
| 2512 |
An MCP server that generates comprehensive Learning Hour content for Technical …
|
B 77 5⁄5 | ||||||||
| 2513 |
A comprehensive server that enables validation of JSON data against JSON Schema…
|
B 77 5⁄4 | ||||||||
| 2514 |
This server enables large language models to access and interact with real-time…
|
B 77 5⁄5 | ||||||||
| 2515 |
Message queue for AI coding assistants. Let AI agents (Claude Code, Cursor, Cod…
|
B 77 5⁄5 | ||||||||
| 2516 |
Weekly-Weather-mcp
Claim
Weekly Weather MCP server which returns 7 full days of detailed weather forecas…
|
B 77 5⁄5 | ||||||||
| 2517 |
Official TypeScript library for the Telnyx API
|
B 77 5⁄4 | ||||||||
| 2518 |
Enables users to search UK property prices by postcode, street, or city using t…
|
B 77 5⁄5 | ||||||||
| 2519 |
Enables AI agents to control and inspect Ableton Live by executing Python code …
|
B 77 5⁄5 | ||||||||
| 2520 |
A Model Context Protocol (MCP) server for coordinating work between multiple AI…
|
B 77 5⁄5 | ||||||||
| 2521 |
Provides AI agents with direct access to local Yomitan dictionary databases for…
|
B 77 5⁄4 | ||||||||
| 2522 |
An MCP server paired with a browser extension that enables LLM clients to contr…
|
B 77 5⁄4 | ||||||||
| 2523 |
MCP Server for Integrating LINE Official Account
|
B 77 5⁄5 | ||||||||
| 2524 |
This MCP provides comprehensive tools and resources for MSX software developmen…
|
B 77 5⁄5 | ||||||||
| 2525 |
Enables AI assistants to analyze Blender 3D models for topology issues like n-g…
|
B 77 5⁄4 | ||||||||
| 2526 |
Provides real-time access to LunarCrush AI data and analytics through a secure …
|
B 77 6⁄4 | ||||||||
| 2527 |
Access comprehensive, real-time financial data (stocks, options, crypto, forex)…
|
B 77 5⁄5 | ||||||||
| 2528 |
Provides a shared context layer for AI agent teams to improve token efficiency …
|
B 77 5⁄4 | ||||||||
| 2529 |
Enables AI agents to perform financial transactions such as direct payments, es…
|
B 77 5⁄5 | ||||||||
| 2530 |
The Modes MCP Server allows for comprehensive management and control over custo…
|
B 77 5⁄4 | ||||||||
| 2531 |
Docs for hot-module-reload and reactive programming for Python (`hmr` on PyPI)
|
B 77 6⁄6 | ||||||||
| 2532 |
Integrates with the AbuseIPDB API to check IP addresses for abuse reports and r…
|
B 77 5⁄5 | ||||||||
| 2533 |
Enables Large Language Models like Claude to access, query, analyze, and manage…
|
B 77 5⁄5 | ||||||||
| 2534 |
Cross-session memory for Claude Code — context capture, semantic search, recall
|
B 77 4⁄4 | ||||||||
| 2535 |
A Model Context Protocol (MCP) server implementation that integrates with Unlea…
|
B 77 5⁄5 | ||||||||
| 2536 |
A MCP server for managing and storing code snippets in various programming lang…
|
B 77 5⁄5 | ||||||||
| 2537 |
Enables real-time monitoring of system resources including CPU, GPU (NVIDIA, Ap…
|
B 77 5⁄4 | ||||||||
| 2538 |
Enables secure secrets management through the Doppler CLI via natural language …
|
B 77 5⁄5 | ||||||||
| 2539 |
Enables MCP clients to interact with Obsidian vaults via filesystem operations …
|
B 77 5⁄4 | ||||||||
| 2540 |
Provides instant access to authoritative security documentation from organizati…
|
B 77 5⁄5 | ||||||||
| 2541 |
securityscan
Claim
Scans OpenClaw/ClawHub skills for security vulnerabilities before installation.…
|
B 77 6⁄6 | ||||||||
| 2542 |
ag402-mcp
Claim
Ag402 is the payment layer for Coinbase's x402 protocol. Wrap any API or MCP se…
|
B 77 5⁄5 | ||||||||
| 2543 |
An MCP server for [JupyterCAD](https://github.com/jupytercad/JupyterCAD) that a…
|
B 77 5⁄5 | ||||||||
| 2544 |
Provides offline search and retrieval of Magento 2 GraphQL API documentation wi…
|
B 77 5⁄4 | ||||||||
| 2545 |
archmcp
Claim
archmcp - MCP Architectural Snapshot Server and Knowledge Graph
|
B 77 5⁄4 | ||||||||
| 2546 |
Provides comprehensive Gmail integration with 25+ tools for intelligent email m…
|
B 77 5⁄5 | ||||||||
| 2547 |
200+ AI-powered legal research and drafting skills for attorneys — case law ana…
|
B 77 4⁄4 | ||||||||
| 2548 |
An MCP server for managing and monitoring Tailscale networks through natural la…
|
B 77 5⁄5 | ||||||||
| 2549 |
Connects Claude to TeamSnap accounts to access teams, rosters, events, and avai…
|
B 77 5⁄5 | ||||||||
| 2550 |
An integration that allows LLMs to interact with Raindrop.io bookmarks using th…
|
B 77 5⁄5 | ||||||||