MCP Server Quality Scores
Independent quality analysis of 69236 public MCP servers
Last updated 14 hours, 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22101 |
Get the narrative and API documentation for the exact version of any of your de…
|
C 66 4⁄3 | ||||||||
| 22102 |
A FastMCP server for the scholarly citation landscape that enables LLMs to sear…
|
C 66 3⁄3 | ||||||||
| 22103 |
8,000+ pay-per-call APIs via x402 USDC micropayments on Base. No API keys neede…
|
C 66 3⁄3 | ||||||||
| 22104 |
Pre-execution governance for AI agents. Intercepts and validates every agent to…
|
C 66 4⁄3 | ||||||||
| 22105 |
Provides AI agents with institutional-grade quantitative finance tools includin…
|
C 66 4⁄4 | ||||||||
| 22106 |
ssh-mcp
Claim
MCP server exposing SSH control for Linux and Windows servers. Allows long runn…
|
C 66 4⁄3 | ||||||||
| 22107 |
Enables semantic search across indexed documents using vector embeddings. Index…
|
C 66 4⁄3 | ||||||||
| 22108 |
Hard scope boundaries to prevent AI agent drift
|
C 66 3⁄3 | ||||||||
| 22109 |
Enables AI assistants to programmatically control Autodesk Maya via natural lan…
|
C 66 4⁄3 | ||||||||
| 22110 |
Premium MCP server for Godot game engine with 84 tools for scene editing, scrip…
|
C 66 3⁄3 | ||||||||
| 22111 |
MCP server for Intervals.icu — access training, wellness, and performance data …
|
C 66 3⁄3 | ||||||||
| 22112 |
Crypto market intelligence MCP — pay-per-tool-call in USDC on Base via the x402…
|
C 66 3⁄3 | ||||||||
| 22113 |
Exposes Django REST Framework API documentation via MCP for AI coding agents to…
|
C 66 4⁄3 | ||||||||
| 22114 |
decipher-research-agent
Claim
Turn topics, links, and files into AI-generated research notebooks — summarize,…
|
C 66 4⁄3 | ||||||||
| 22115 |
python-ai-kit
Claim
Python boilerplate for creating AI agents, MCP servers, API microservices and m…
|
C 66 4⁄3 | ||||||||
| 22116 |
Enables file system operations such as listing directories, reading, writing, c…
|
C 66 3⁄3 | ||||||||
| 22117 |
Enables interaction with Smartsheet API to search, retrieve, create, update, an…
|
C 66 4⁄4 | ||||||||
| 22118 |
MCP server for SMS.RU API — send SMS, check status, balance. 3 tools.
|
C 66 3⁄3 | ||||||||
| 22119 |
MCP Cheat Engine Server — provides safe, structured read-only access to memory …
|
C 66 4⁄3 | ||||||||
| 22120 |
A production-grade multi-tenant MCP server that provides different tools and co…
|
C 66 4⁄4 | ||||||||
| 22121 |
A server that connects Unity with local large language models through Ollama, e…
|
C 66 4⁄3 | ||||||||
| 22122 |
MCP server for YouTube creator-ops — video metadata, comments, playlists, chann…
|
C 66 3⁄3 | ||||||||
| 22123 |
Runtime quality validation for AI agent outputs. Detect hallucinations, enforce…
|
C 66 3⁄3 | ||||||||
| 22124 |
Model Context Protocol server that enables AI assistants like Claude to access …
|
C 66 4⁄4 | ||||||||
| 22125 |
Provides a unified tool for TLS certificate analysis with automatic OpenSSL int…
|
C 66 4⁄4 | ||||||||
| 22126 |
XActions MCP Server
Claim
Enables AI agents to automate Twitter/X interactions with over 140 tools, requi…
|
C 66 4⁄3 | ||||||||
| 22127 |
Enables AI assistants to interact with Attio CRM through natural language, prov…
|
C 66 4⁄4 | ||||||||
| 22128 |
MCP File Tools
Claim
Non-UTF-8/Unicode encoding: CP1251, CP1252, KOI8-R, ISO-8859 with auto-detection
|
C 66 4⁄3 | ||||||||
| 22129 |
Take Wayland screenshots via grim/slurp. Full screen, region, or interactive cr…
|
C 66 3⁄3 | ||||||||
| 22130 |
A simple, tiny, and asynchronous server and client implementation for the Moder…
|
C 66 4⁄3 | ||||||||
| 22131 |
Enables users to manage workflows, monitor executions, and perform administrati…
|
C 66 4⁄4 | ||||||||
| 22132 |
Capture Screen MCP
Claim
Windows screen capture MCP server with display, region, and active-window captu…
|
C 66 3⁄3 | ||||||||
| 22133 |
An MCP server that enables seamless management of Novita AI platform resources,…
|
C 66 4⁄4 | ||||||||
| 22134 |
MCP server for Greater China local life services: Meituan/Ele.me food delivery,…
|
C 66 4⁄4 | ||||||||
| 22135 |
A production-ready MCP server built with FastAPI, providing an enhanced tool re…
|
C 66 4⁄4 | ||||||||
| 22136 |
WeatherAI MCP server — 11 live weather tools for Claude Desktop, Cursor, Windsu…
|
C 66 3⁄3 | ||||||||
| 22137 |
AccuWeather MCP
Claim
MCP server providing weather tools with data sourced from AccuWeather.
|
C 66 3⁄3 | ||||||||
| 22138 |
Eclipse IDE as an MCP Server for AI Agents
|
C 66 3⁄3 | ||||||||
| 22139 |
Provides AI assistants with comprehensive access to real-time and historical fi…
|
C 66 3⁄3 | ||||||||
| 22140 |
Enables comprehensive management of Google Tag Manager accounts, containers, wo…
|
C 66 4⁄4 | ||||||||
| 22141 |
A Model Context Protocol server for removing backgrounds from images using AI-p…
|
C 66 3⁄3 | ||||||||
| 22142 |
Enables integration with Colombian accounting software Siigo through its API. S…
|
C 66 4⁄4 | ||||||||
| 22143 |
聚合55+平台热门榜单数据的AI工具，支持微博、知乎、B站、GitHub等平台。适用于LLM/RAG场景。
|
C 66 3⁄3 | ||||||||
| 22144 |
A coordination layer for coding agents that provides identities, message thread…
|
C 66 4⁄4 | ||||||||
| 22145 |
advanced-unity-mcp
Claim
Public repository for Advanced Unity MCP by Code Maestro (www.code-maestro.com).
|
C 66 3⁄3 | ||||||||
| 22146 |
A Model Context Protocol server that allows language models to manage Hetzner C…
|
C 66 4⁄4 | ||||||||
| 22147 |
jebmcp
Claim
|
C 66 3⁄3 | ||||||||
| 22148 |
Yaver
Claim
P2P dev-machine MCP for phone-driven coding agents: hot reload, builds, deploys.
|
C 66 3⁄3 | ||||||||
| 22149 |
An MCP server that integrates with Stormware POHODA accounting software via the…
|
C 66 4⁄4 | ||||||||
| 22150 |
A Model Context Protocol server that provides comprehensive control over QuickB…
|
C 66 4⁄4 | ||||||||