MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 2 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19101 |
Enables comprehensive TestRail test management integration with support for pro…
|
B 70 4⁄4 | ||||||||
| 19102 |
Provides comprehensive tools for interacting with the Shortcut API, enabling de…
|
B 70 4⁄4 | ||||||||
| 19103 |
An MCP server implementation that integrates with LicenseSpring APIs, providing…
|
B 70 4⁄4 | ||||||||
| 19104 |
Qontinui MCP Server
Claim
Enables AI-driven visual automation by connecting to Qontinui Runner to load wo…
|
B 70 4⁄3 | ||||||||
| 19105 |
Provides a comprehensive suite of Google Calendar tools featuring 15 interactiv…
|
B 70 4⁄4 | ||||||||
| 19106 |
Standard protocol for agent-to-agent communication with stateful orchestration,…
|
B 70 4⁄3 | ||||||||
| 19107 |
An MCP server that provides access to Korea's DART corporate disclosure system,…
|
B 70 4⁄4 | ||||||||
| 19108 |
Enables AI assistants to interact directly with Roblox Studio to explore projec…
|
B 70 4⁄3 | ||||||||
| 19109 |
A high-speed MCP server that enables AI assistants like Claude to interact with…
|
B 70 4⁄4 | ||||||||
| 19110 |
bundler_mcp
Claim
Enables agents to query local information about dependencies in a Ruby project'…
|
B 70 3⁄3 | ||||||||
| 19111 |
An HTTP/HTTPS MITM proxy server that enables capture, modification, and mocking…
|
B 70 4⁄3 | ||||||||
| 19112 |
An unofficial bridge that enables AI models to interact with the LunaTask API f…
|
B 70 4⁄4 | ||||||||
| 19113 |
Enables AI assistants to contribute to Google Cloud Platform's k8s-config-conne…
|
B 70 4⁄3 | ||||||||
| 19114 |
Enables AI agents to manage Minecraft servers through MCSManager, including ins…
|
B 70 4⁄4 | ||||||||
| 19115 |
Give your AI coding agent eyes and ears. Screen + voice capture → structured Ma…
|
B 70 4⁄3 | ||||||||
| 19116 |
A Model Context Protocol (MCP) server that integrates Claude with the Terraform…
|
B 70 4⁄4 | ||||||||
| 19117 |
Enables interaction with the TimeChimp API v2 to manage projects, time entries,…
|
B 70 4⁄4 | ||||||||
| 19118 |
serial-mcp-server
Claim
A comprehensive MCP server for serial port communication
|
B 70 4⁄3 | ||||||||
| 19119 |
Google Chat MCP Sever (Extendable to Teams,Slack.)
|
B 70 4⁄3 | ||||||||
| 19120 |
Unofficial MCP server wrapping crawl4ai that enables extraction and analysis of…
|
B 70 4⁄4 | ||||||||
| 19121 |
An MCP (Model Context Protocol) server for interacting with a Paperless-NGX API…
|
B 70 4⁄3 | ||||||||
| 19122 |
MCP server for integrating Omnisearch with LLMs
|
B 70 4⁄3 | ||||||||
| 19123 |
Enables full workflow automation management in n8n through 40+ tools covering w…
|
B 70 4⁄4 | ||||||||
| 19124 |
toolhive-registry-server
Claim
An API server that implements the official MCP Registry API, providing standard…
|
B 70 4⁄3 | ||||||||
| 19125 |
Enables searching, retrieving metadata, and downloading YouTube videos or audio…
|
B 70 4⁄3 | ||||||||
| 19126 |
Python wrapper that makes Xcode's MCP bridge compatible with strict MCP clients…
|
B 70 4⁄3 | ||||||||
| 19127 |
App Store Connect API as MCP: apps, TestFlight, subscriptions, localizations, r…
|
B 70 4⁄3 | ||||||||
| 19128 |
AI-to-AI communication protocol for Claude, Gemini, and other AI assistants
|
B 70 4⁄3 | ||||||||
| 19129 |
Firestore Server
Claim
Provide secure, permission-controlled access to Firebase Firestore databases th…
|
B 70 4⁄4 | ||||||||
| 19130 |
Integrate your applications with the Pylon API to manage users, contacts, issue…
|
B 70 4⁄4 | ||||||||
| 19131 |
MCP server for Google Gemini AI - text, image, video, research, and more
|
B 70 4⁄3 | ||||||||
| 19132 |
Enables Claude to interact with Asana workspaces, tasks and projects through th…
|
B 70 4⁄4 | ||||||||
| 19133 |
Enables complete Vultr cloud infrastructure management through natural language…
|
B 70 4⁄4 | ||||||||
| 19134 |
Provides a Model Context Protocol interface for Mozilla Thunderbird, allowing A…
|
B 70 4⁄3 | ||||||||
| 19135 |
PokéBattle AI Strategist
Claim
An intelligent Pokémon battle strategy assistant that provides strategic recomm…
|
B 70 4⁄4 | ||||||||
| 19136 |
A desktop automation MCP server that enables AI agents to interact with Linux e…
|
B 70 3⁄3 | ||||||||
| 19137 |
MCP server for Altmetric APIs - track research attention across news, policy, s…
|
B 70 4⁄3 | ||||||||
| 19138 |
Allow AI agents to interact with Alchemy's blockchain APIs.
|
B 70 4⁄4 | ||||||||
| 19139 |
|
B 70 4⁄4 | ||||||||
| 19140 |
MCP server for controlling Discord servers via bot token
|
B 70 4⁄3 | ||||||||
| 19141 |
Enables AI assistants to manage Jira Cloud instances, including creating and up…
|
B 70 4⁄4 | ||||||||
| 19142 |
Authentik MCP provides seamless integration with Authentik's API, supporting bo…
|
B 70 4⁄4 | ||||||||
| 19143 |
Self-hosted MCP Gateway for AI agents
|
C 69 4⁄4 | ||||||||
| 19144 |
MCP server for managing Minecraft servers through [Crafty Controller 4](https:/…
|
C 69 3⁄3 | ||||||||
| 19145 |
Deterministic B2B Data Middleware. Waterfall parsing for CSV, EDI, SEC & Financ…
|
C 69 3⁄3 | ||||||||
| 19146 |
Enables interaction with Telnyx's telephony, messaging, and AI assistant APIs t…
|
C 69 4⁄4 | ||||||||
| 19147 |
Local-first workspace for Claude Code, Codex CLI, and Gemini CLI with sessions,…
|
C 69 4⁄3 | ||||||||
| 19148 |
AnkiMCP Server
Claim
Exposes Anki flashcard collections to AI assistants via MCP, enabling AI-powere…
|
C 69 4⁄3 | ||||||||
| 19149 |
simple-mcp-server
Claim
Simple Language MCP server — code intelligence, debugging, build, test, and VCS…
|
C 69 3⁄3 | ||||||||
| 19150 |
A comprehensive MCP server with 36 tools for tracking TV shows and movies, mana…
|
C 69 4⁄4 | ||||||||