MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 2 hours, 15 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22951 |
A comprehensive server that enables AI agents to interact with multiple EVM-com…
|
C 62 4⁄4 | ||||||||
| 22952 |
Enables comprehensive email marketing automation through the Cakemail API, incl…
|
C 62 4⁄4 | ||||||||
| 22953 |
CLI and MCP server for the LinkedIn API
|
C 62 4⁄3 | ||||||||
| 22954 |
Enables natural language conversations with Spain's electrical grid data throug…
|
C 62 4⁄4 | ||||||||
| 22955 |
Comprehensive integration with Google Workspace services (Gmail, Calendar, Shee…
|
C 62 4⁄4 | ||||||||
| 22956 |
Integrates Simplenote with Claude Desktop, allowing AI assistants to read, crea…
|
C 62 4⁄4 | ||||||||
| 22957 |
macPilotCli
Claim
MacPilot CLI is a mcp server, It provides a collection of system tools that all…
|
C 62 3⁄3 | ||||||||
| 22958 |
XMCP Application
Claim
A server that leverages the XMCP framework to discover and execute tools from t…
|
C 62 4⁄3 | ||||||||
| 22959 |
Pipedream MCP provides access to 10,000+ tools from 3,000+ APIs, all with secur…
|
C 62 4⁄3 | ||||||||
| 22960 |
A Python-based server providing persistent memory management for AI models with…
|
C 62 4⁄3 | ||||||||
| 22961 |
Codebase MCP
Claim
An open-source AI-powered development assistant that connects Claude Desktop to…
|
C 62 4⁄3 | ||||||||
| 22962 |
Enables network information lookup through WHOIS and RIPE Database queries. Sup…
|
C 62 4⁄4 | ||||||||
| 22963 |
A minimal CRUD API for items that exposes FastAPI endpoints as MCP tools, enabl…
|
C 62 4⁄4 | ||||||||
| 22964 |
A Model Context Protocol server that integrates with Phabricator and Phorge API…
|
C 62 4⁄4 | ||||||||
| 22965 |
A JetBrains IDE plugin that exposes an MCP server, giving AI coding assistants …
|
C 62 3⁄3 | ||||||||
| 22966 |
MCP server for agents to explore rust docs, analyze source code, and build with…
|
C 62 4⁄3 | ||||||||
| 22967 |
Stop vibecoding blind. Code graph so your AI stops breaking things across your …
|
C 62 4⁄3 | ||||||||
| 22968 |
MCP server for Gearboy Nintendo Game Boy / Game Boy Color emulator
|
C 62 3⁄3 | ||||||||
| 22969 |
ai-code-interface.el
Claim
Unified Emacs interface supporting OpenAI Codex, GitHub Copilot CLI, Claude Cod…
|
C 62 3⁄3 | ||||||||
| 22970 |
Enables AI assistants to interact with Openfort's wallet infrastructure, allowi…
|
C 62 4⁄4 | ||||||||
| 22971 |
mcp-config-manager
Claim
Manage MCP server configs across Claude, Gemini & other AI systems. Interactive…
|
C 62 4⁄3 | ||||||||
| 22972 |
monolith
Claim
MCP plugin for Unreal Engine 5.7 — gives AI assistants full read/write access t…
|
C 62 4⁄3 | ||||||||
| 22973 |
MCP server to interact with the data feeds provided by the Nasdaq Data Link. De…
|
C 62 4⁄4 | ||||||||
| 22974 |
CodeMap
Claim
Roslyn-powered MCP server for C#/VB.NET. Query symbols, call graphs, and facts.…
|
C 62 3⁄3 | ||||||||
| 22975 |
bridge4simulator
Claim
An MCP (Model Context Protocol) server that enables AI assistants to control iO…
|
C 62 3⁄3 | ||||||||
| 22976 |
A Model Context Protocol server that wraps the OneSignal REST API, enabling man…
|
C 62 4⁄4 | ||||||||
| 22977 |
An all-in-one Model Context Protocol (MCP) server that connects your coding AI …
|
C 62 4⁄4 | ||||||||
| 22978 |
5ire
Claim
5ire is a cross-platform desktop AI assistant, MCP client. It compatible with m…
|
C 62 4⁄3 | ||||||||
| 22979 |
awesome-mcp-devtools
Claim
A curated list of developer tools, SDKs, libraries, and testing utilities for M…
|
C 62 3⁄3 | ||||||||
| 22980 |
Enables LLMs to retrieve and analyze sleep, recovery, and physiological cycle d…
|
C 62 4⁄4 | ||||||||
| 22981 |
An MCP server that automates Aspen Custom Modeler (ACM) via COM, enabling stead…
|
C 62 3⁄3 | ||||||||
| 22982 |
MCP server for the Geomelon geographic API — stdio and remote HTTP transports
|
C 62 3⁄3 | ||||||||
| 22983 |
Toolkit for Coding Agents to work reliably with repo of any size.
|
C 62 4⁄4 | ||||||||
| 22984 |
agent-friend
Claim
General purpose toolbox for AI applications
|
C 62 4⁄4 | ||||||||
| 22985 |
RillCoin
Claim
AI agent wallets, Proof of Conduct reputation, and concentration decay on L1
|
C 62 4⁄3 | ||||||||
| 22986 |
This MCP server provides tools for interacting with Shake Shack restaurant data…
|
C 62 4⁄4 | ||||||||
| 22987 |
Enables interaction with Spotify through MCP, providing tools for searching tra…
|
C 62 3⁄3 | ||||||||
| 22988 |
cp-train-tracking
Claim
|
C 62 3⁄3 | ||||||||
| 22989 |
An MCP server for PDF form filling, basic editing, and OCR text extraction. It …
|
C 62 4⁄3 | ||||||||
| 22990 |
RedTeam-Agent
Claim
RedTeam-Agent: AI-Powered Autonomous Red Team Framework via Model Context Prot…
|
C 62 3⁄3 | ||||||||
| 22991 |
Coolify MCP Tools
Claim
Enables AI assistants to manage Coolify infrastructure including servers, appli…
|
C 62 4⁄4 | ||||||||
| 22992 |
A curated list of awesome MCP servers focused on DevOps tools and capabilities.
|
C 62 3⁄3 | ||||||||
| 22993 |
Syncthing MCP Server
Claim
A comprehensive MCP server providing 35 tools for monitoring and managing multi…
|
C 62 4⁄4 | ||||||||
| 22994 |
An MCP server that renders rich HTML widgets directly in ChatGPT for conference…
|
C 62 3⁄3 | ||||||||
| 22995 |
Anthropic’s Model Context Protocol implementation for Oat++
|
C 62 3⁄3 | ||||||||
| 22996 |
MCP for video editing through ffmpeg
|
C 62 4⁄3 | ||||||||
| 22997 |
Enables interaction with ElevenLabs Text-to-Speech and audio processing APIs. S…
|
C 62 4⁄4 | ||||||||
| 22998 |
MCP server for ModusOp — projects, tasks, time tracking, and retainers for AI a…
|
C 62 3⁄3 | ||||||||
| 22999 |
Enables GUI automation for controlling PIX4Dmatic on Windows through MCP. Suppo…
|
C 62 3⁄3 | ||||||||
| 23000 |
auth0-nextjs-samples
Claim
|
C 62 3⁄3 | ||||||||