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 | ||||||||||
| 20151 |
A Model Context Protocol (MCP) server that enables AI assistants to interact wi…
|
C 62 4⁄3 | ||||||||
| 20152 |
MCP for Pwn
|
C 62 4⁄3 | ||||||||
| 20153 |
livepilot
Claim
AI copilot for Ableton Live 12 — 96 MCP tools for music production and mixing
|
C 62 4⁄3 | ||||||||
| 20154 |
MCP server for agents to explore rust docs, analyze source code, and build with…
|
C 62 4⁄3 | ||||||||
| 20155 |
MCP server for Gearboy Nintendo Game Boy / Game Boy Color emulator
|
C 62 3⁄3 | ||||||||
| 20156 |
Enables network information lookup through WHOIS and RIPE Database queries. Sup…
|
C 62 4⁄4 | ||||||||
| 20157 |
Enables Claude and other AI assistants to generate high-quality images up to 4K…
|
C 62 4⁄4 | ||||||||
| 20158 |
Model Context Protocol (MCP) server for AI-assisted development ("vibe coding")…
|
C 62 4⁄3 | ||||||||
| 20159 |
Provides read-only access to Vivint home security systems through an unofficial…
|
C 62 4⁄4 | ||||||||
| 20160 |
Exposes Futu API client capabilities as an MCP (Model Context Protocol) tool, a…
|
C 62 4⁄4 | ||||||||
| 20161 |
cunpon2
Claim
|
C 62 4⁄3 | ||||||||
| 20162 |
An MCP server that enables AI agents to interact with Extend's spend management…
|
C 62 4⁄4 | ||||||||
| 20163 |
glider
Claim
Roslyn-powered C# code analysis server for LLMs. Supports stdio and HTTP transp…
|
C 62 4⁄3 | ||||||||
| 20164 |
ERPNext MCP Server
Claim
Enables interaction with ERPNext instances via its REST API to manage documents…
|
C 62 4⁄4 | ||||||||
| 20165 |
An MCP server that enables users to manage, search, and apply specialized AI pe…
|
C 62 4⁄3 | ||||||||
| 20166 |
Libragen
Claim
Creates and searches private, local RAG libraries from documentation to ground …
|
C 62 4⁄3 | ||||||||
| 20167 |
Enables AI assistants to perform petroleum engineering calculations including P…
|
C 62 4⁄4 | ||||||||
| 20168 |
Enables comprehensive GitHub operations through natural language including file…
|
C 62 4⁄4 | ||||||||
| 20169 |
MCP Server for notify to Weixin, Telegram, Bark, Lark, Feishu, DingTalk
|
C 62 4⁄3 | ||||||||
| 20170 |
CodeMap
Claim
Roslyn-powered MCP server for C#/VB.NET. Query symbols, call graphs, and facts.…
|
C 62 3⁄3 | ||||||||
| 20171 | C 62 4⁄3 | |||||||||
| 20172 |
Provides programmatic access to Pydantic-AI documentation as an MCP server, ena…
|
C 62 4⁄3 | ||||||||
| 20173 |
Provides intelligent access to GPAC multimedia framework's 8,600+ test cases, e…
|
C 62 4⁄3 | ||||||||
| 20174 |
RillCoin
Claim
AI agent wallets, Proof of Conduct reputation, and concentration decay on L1
|
C 62 4⁄3 | ||||||||
| 20175 |
Union ♾️ - The Unity MCP Server
|
C 62 4⁄3 | ||||||||
| 20176 |
Meeting Room MCP Server
Claim
A simple MCP server that enables meeting room booking through an AI assistant, …
|
C 62 4⁄4 | ||||||||
| 20177 |
Coolify MCP Tools
Claim
Enables AI assistants to manage Coolify infrastructure including servers, appli…
|
C 62 4⁄4 | ||||||||
| 20178 |
Enables searching, downloading, and reading academic papers from multiple platf…
|
C 62 4⁄4 | ||||||||
| 20179 |
A comprehensive server that enables AI agents to interact with multiple EVM-com…
|
C 62 4⁄4 | ||||||||
| 20180 |
Anthropic’s Model Context Protocol implementation for Oat++
|
C 62 3⁄3 | ||||||||
| 20181 |
MITRE ATT&CK MCP Server
Claim
Provides comprehensive access to the MITRE ATT\&CK knowledge base with 50+ tool…
|
C 62 4⁄3 | ||||||||
| 20182 |
Enables interaction with the Observe platform through OPAL query execution, wor…
|
C 62 4⁄4 | ||||||||
| 20183 |
Codingbuddy orchestrates 29 specialized AI agents to deliver code quality compa…
|
C 62 4⁄3 | ||||||||
| 20184 |
bridge4simulator
Claim
An MCP (Model Context Protocol) server that enables AI assistants to control iO…
|
C 62 3⁄3 | ||||||||
| 20185 |
Manage SpherePay customers, bank accounts, wallets, and transfers from Claude.
|
C 62 4⁄3 | ||||||||
| 20186 |
An MCP server that provides comprehensive access to the GitLab API for project …
|
C 62 4⁄4 | ||||||||
| 20187 |
An all-in-one Model Context Protocol (MCP) server that connects your coding AI …
|
C 62 4⁄4 | ||||||||
| 20188 |
A Model Context Protocol server that provides tools for managing providers, cli…
|
C 62 4⁄4 | ||||||||
| 20189 |
ThinkDrop Vision Service
Claim
Provides screen capture, OCR text extraction, and visual language model scene u…
|
C 62 4⁄3 | ||||||||
| 20190 |
code2prompt
Claim
A code ingestion tool that transforms your code into AI-optimized prompts insta…
|
C 62 4⁄3 | ||||||||
| 20191 |
Enables LLMs to retrieve and analyze sleep, recovery, and physiological cycle d…
|
C 62 4⁄4 | ||||||||
| 20192 |
A Model Context Protocol server that wraps the OneSignal REST API, enabling man…
|
C 62 4⁄4 | ||||||||
| 20193 |
minime-mcp
Claim
Universal infinite memory layer for Developer AI assistants. One shared brain a…
|
C 62 4⁄3 | ||||||||
| 20194 |
kudosflow
Claim
Visual workflow editor for building node-based AI agent workflows with drag-and…
|
C 62 4⁄3 | ||||||||
| 20195 |
A CLI tool for easy installation of MCP servers and managing their configuration
|
C 62 4⁄3 | ||||||||
| 20196 |
Enables AI assistants to interact with Openfort's wallet infrastructure, allowi…
|
C 62 4⁄4 | ||||||||
| 20197 |
awesome-mcp-devtools
Claim
A curated list of developer tools, SDKs, libraries, and testing utilities for M…
|
C 62 3⁄3 | ||||||||
| 20198 |
Enables interaction with Plaid's financial data API to sync bank transactions a…
|
C 62 4⁄4 | ||||||||
| 20199 |
A Python-based server providing persistent memory management for AI models with…
|
C 62 4⁄3 | ||||||||
| 20200 |
mcp-config-manager
Claim
Manage MCP server configs across Claude, Gemini & other AI systems. Interactive…
|
C 62 4⁄3 | ||||||||
