MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 1 day ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20351 |
Index of all Model Context Protocol (MCP) clients and their capabilities
|
C 61 4⁄3 | ||||||||
| 20352 |
A structural template for developing Model Context Protocol (MCP) servers, feat…
|
C 61 4⁄3 | ||||||||
| 20353 |
csharp-runner
Claim
fast, secure c# runner
|
C 61 3⁄3 | ||||||||
| 20354 |
|
C 61 4⁄3 | ||||||||
| 20355 |
MCP server for Styx — intelligent AI routing across OpenAI, Anthropic, Google, …
|
C 61 4⁄3 | ||||||||
| 20356 |
Getting Started with Remote MCP Servers using Azure Functions (Python)
|
C 61 4⁄3 | ||||||||
| 20357 |
mcp-security-checklist
Claim
MCP is being adopted rapidly. Security guidance is lagging behind. This checkli…
|
C 61 3⁄3 | ||||||||
| 20358 |
Githru
Claim
Analyze GitHub repositories to uncover contributor impact, PR complexity, and a…
|
C 61 4⁄3 | ||||||||
| 20359 |
Non-custodial x402 payments for AI agents. Sign locally, spend limits, Base net…
|
C 61 4⁄3 | ||||||||
| 20360 |
MCP server for web search operations
|
C 61 4⁄3 | ||||||||
| 20361 |
Enables AI assistants to interact directly with the ClickUp REST API v2 for man…
|
C 61 4⁄4 | ||||||||
| 20362 |
Enables AI assistants to interact with GitHub through the PyGithub library, pro…
|
C 61 4⁄4 | ||||||||
| 20363 |
MCP server for Porkbun domains and DNS.
|
C 61 4⁄3 | ||||||||
| 20364 |
Connects the Payoza crypto payments API to AI assistants, enabling users to man…
|
C 61 4⁄4 | ||||||||
| 20365 |
Enables interaction with Android devices via the Android Debug Bridge (ADB), al…
|
C 61 4⁄3 | ||||||||
| 20366 |
A Model Context Protocol server that allows AI assistants to interact with Lunc…
|
C 61 4⁄4 | ||||||||
| 20367 |
Swagger MCP Server
Claim
A lightweight server that enables interaction with the Swagger Petstore API usi…
|
C 61 4⁄3 | ||||||||
| 20368 |
A FastAPI-based application that implements the Model Context Protocol for lead…
|
C 61 4⁄4 | ||||||||
| 20369 |
Generate academic citations from DOI, arXiv, titles, or URLs in BibTeX, APA, ML…
|
C 61 4⁄3 | ||||||||
| 20370 |
aegis-protocol
Claim
Trustless escrow for AI agent-to-agent transactions on Base L2 with ERC-8004 id…
|
C 61 4⁄3 | ||||||||
| 20371 |
MCP Email Service
Claim
Enables multi-account email management with AI-powered monitoring, intelligent …
|
C 61 4⁄4 | ||||||||
| 20372 |
A Model Context Protocol implementation with a modular architecture that expose…
|
C 61 4⁄4 | ||||||||
| 20373 |
Enables natural language querying of EFSA's OpenFoodTox database containing 8,0…
|
C 61 4⁄3 | ||||||||
| 20374 |
Provides access to Formula 1 data including driver and constructor championship…
|
C 61 4⁄4 | ||||||||
| 20375 |
Project-scoped semantic workspace memory for AI coding assistants. Watches your…
|
C 61 4⁄4 | ||||||||
| 20376 |
Provides structured spec-driven development workflow tools for AI-assisted soft…
|
C 61 4⁄4 | ||||||||
| 20377 |
Live Marketing Data MCP
Claim
Connect AI assistants to live Meta Ads, GA4, and Google Search Console data. 10…
|
C 61 3⁄3 | ||||||||
| 20378 |
Provides tools for managing quantitative research knowledge graphs, enabling st…
|
C 61 4⁄4 | ||||||||
| 20379 |
hyperliquid-mcp-server
Claim
🚀 MCP Server para Hyperliquid DEX - Trade com Claude usando linguagem natural. …
|
C 61 4⁄4 | ||||||||
| 20380 |
Enables comprehensive image processing, stock image search from Pexels and Pixa…
|
C 61 4⁄4 | ||||||||
| 20381 |
Enables enhanced decision-making through hierarchical LLM analysis, using three…
|
C 61 4⁄4 | ||||||||
| 20382 |
Enables interaction with GitHub repositories through the GitHub API using fastM…
|
C 61 4⁄4 | ||||||||
| 20383 |
MCP server for AI-driven console application automation and monitoring
|
C 61 4⁄3 | ||||||||
| 20384 |
FreeCAD MCP - Open-source Model Context Protocol server for FreeCAD automation
|
C 61 4⁄3 | ||||||||
| 20385 |
A FastAPI-based microservice that analyzes job URLs and extracts detailed compa…
|
C 61 4⁄4 | ||||||||
| 20386 |
Enables comprehensive management of WordPress sites and WooCommerce stores thro…
|
C 61 4⁄4 | ||||||||
| 20387 |
Provides comprehensive market data, fundamental analysis, and technical indicat…
|
C 61 4⁄4 | ||||||||
| 20388 |
An MCP server that enables LLMs to interact with Notion workspaces via the Noti…
|
C 61 4⁄4 | ||||||||
| 20389 |
Enables step-through debugging for C#, Node.js/TypeScript, Python, and Dart app…
|
C 61 4⁄3 | ||||||||
| 20390 |
Enables AI assistants to manage Todoist tasks, projects, and labels through nat…
|
C 61 4⁄4 | ||||||||
| 20391 |
Enables interaction with Slack workspaces to manage channels, post messages, ad…
|
C 61 4⁄4 | ||||||||
| 20392 |
A server that dynamically exposes FileMaker scripts as tools, providing a Gradi…
|
C 61 4⁄4 | ||||||||
| 20393 |
ANTLR4 MCP Server
|
C 61 3⁄3 | ||||||||
| 20394 |
MCP server for Backlog API integration with AI agents.
|
C 61 4⁄3 | ||||||||
| 20395 |
mcp_on_ruby
Claim
💎 A Ruby implementation of the Model Context Protocol
|
C 61 4⁄3 | ||||||||
| 20396 |
MCP server for Runrun.it: Tasks, Comments, Projects
|
C 61 4⁄3 | ||||||||
| 20397 |
Signadot MCP Server
Claim
Connect to Signadot to manage ephemeral environments and route traffic to local…
|
C 61 4⁄3 | ||||||||
| 20398 |
awesome-mcp-hardware
Claim
Awesome list of MCP servers for interacting with hardware and the physical worl…
|
C 61 3⁄3 | ||||||||
| 20399 |
mcprouter
Claim
api router for MCP Servers
|
C 61 4⁄3 | ||||||||
| 20400 |
A universal bridge that turns legacy backend services and modern APIs into AI-a…
|
C 61 4⁄4 | ||||||||