MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 44 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22951 |
Enables AI assistants to manage tasks through YAML-based storage with subtask s…
|
C 62 4⁄4 | ||||||||
| 22952 |
pqvault
Claim
Post-quantum secrets manager for AI agents. ML-KEM-768 + X25519 + AES-256-GCM.
|
C 62 4⁄3 | ||||||||
| 22953 |
cp-train-tracking
Claim
|
C 62 3⁄3 | ||||||||
| 22954 |
minime-mcp
Claim
Universal infinite memory layer for Developer AI assistants. One shared brain a…
|
C 62 4⁄3 | ||||||||
| 22955 |
An MCP server that renders rich HTML widgets directly in ChatGPT for conference…
|
C 62 3⁄3 | ||||||||
| 22956 |
Provides tools to analyze test failures, cluster similar failures, and detect f…
|
C 62 3⁄3 | ||||||||
| 22957 |
A Model Context Protocol server that generates prompts based on Git repository …
|
C 62 4⁄3 | ||||||||
| 22958 |
wasmcp
Claim
Build MCP servers with WebAssembly components
|
C 62 4⁄3 | ||||||||
| 22959 |
Shared workspace your AI agents write to. CMMN case management with 184+ MCP to…
|
C 62 3⁄3 | ||||||||
| 22960 |
A Model Context Protocol server that provides tools for managing providers, cli…
|
C 62 4⁄4 | ||||||||
| 22961 |
A curated list of awesome MCP servers focused on DevOps tools and capabilities.
|
C 62 3⁄3 | ||||||||
| 22962 |
RedTeam-Agent
Claim
RedTeam-Agent: AI-Powered Autonomous Red Team Framework via Model Context Prot…
|
C 62 3⁄3 | ||||||||
| 22963 |
Syncthing MCP Server
Claim
A comprehensive MCP server providing 35 tools for monitoring and managing multi…
|
C 62 4⁄4 | ||||||||
| 22964 |
MCP Server for notify to Weixin, Telegram, Bark, Lark, Feishu, DingTalk
|
C 62 4⁄3 | ||||||||
| 22965 |
A Model Context Protocol server that allows AI assistants to interact with Pref…
|
C 62 4⁄4 | ||||||||
| 22966 |
wren-engine
Claim
The Semantic Engine for Model Context Protocol(MCP) Clients and AI Agents
|
C 62 4⁄3 | ||||||||
| 22967 |
Enables comprehensive GitHub operations through natural language including file…
|
C 62 4⁄4 | ||||||||
| 22968 |
A Model Context Protocol server that integrates with Phabricator and Phorge API…
|
C 62 4⁄4 | ||||||||
| 22969 |
Manage SpherePay customers, bank accounts, wallets, and transfers from Claude.
|
C 62 4⁄3 | ||||||||
| 22970 |
xmcp Application
Claim
A template/starter project for building MCP servers with structured directories…
|
C 62 4⁄3 | ||||||||
| 22971 |
RillCoin
Claim
AI agent wallets, Proof of Conduct reputation, and concentration decay on L1
|
C 62 4⁄3 | ||||||||
| 22972 |
mcp-config-manager
Claim
Manage MCP server configs across Claude, Gemini & other AI systems. Interactive…
|
C 62 4⁄3 | ||||||||
| 22973 |
# MCP DadosBR Servidor MCP focado em dados públicos do Brasil. Oferece duas fer…
|
C 62 5⁄5 | ||||||||
| 22974 |
livepilot
Claim
AI copilot for Ableton Live 12 — 96 MCP tools for music production and mixing
|
C 62 4⁄3 | ||||||||
| 22975 |
MCP server for the Geomelon geographic API — stdio and remote HTTP transports
|
C 62 3⁄3 | ||||||||
| 22976 |
CodeMap
Claim
Roslyn-powered MCP server for C#/VB.NET. Query symbols, call graphs, and facts.…
|
C 62 3⁄3 | ||||||||
| 22977 |
Enables AI assistants to interact with Openfort's wallet infrastructure, allowi…
|
C 62 4⁄4 | ||||||||
| 22978 |
Multi-agent Claude Code you can actually control. Spawn specialist teams in tmu…
|
C 62 4⁄3 | ||||||||
| 22979 |
Stop vibecoding blind. Code graph so your AI stops breaking things across your …
|
C 62 4⁄3 | ||||||||
| 22980 |
websharp
Claim
Search the web and extract article text for LLMs.
|
C 62 3⁄3 | ||||||||
| 22981 |
monolith
Claim
MCP plugin for Unreal Engine 5.7 — gives AI assistants full read/write access t…
|
C 62 4⁄3 | ||||||||
| 22982 |
CLI and MCP server for the LinkedIn API
|
C 62 4⁄3 | ||||||||
| 22983 |
MCP server for Komodo - manage Docker containers, servers, stacks, and deployme…
|
C 62 4⁄3 | ||||||||
| 22984 |
ws-mcp
Claim
Wrap MCP servers with a WebSocket (for use with [kitbitz](https://github.com/ni…
|
C 62 4⁄3 | ||||||||
| 22985 | C 62 4⁄3 | |||||||||
| 22986 |
Toolkit for Coding Agents to work reliably with repo of any size.
|
C 62 4⁄4 | ||||||||
| 22987 |
Libragen
Claim
Creates and searches private, local RAG libraries from documentation to ground …
|
C 62 4⁄3 | ||||||||
| 22988 |
Enables comprehensive email marketing automation through the Cakemail API, incl…
|
C 62 4⁄4 | ||||||||
| 22989 |
Enables GUI automation for controlling PIX4Dmatic on Windows through MCP. Suppo…
|
C 62 3⁄3 | ||||||||
| 22990 |
Enables natural language meeting scheduling by searching IMAP emails for meetin…
|
C 62 4⁄4 | ||||||||
| 22991 |
Integrates Simplenote with Claude Desktop, allowing AI assistants to read, crea…
|
C 62 4⁄4 | ||||||||
| 22992 |
MCP server for the OEIS (Online Encyclopedia of Integer Sequences) API
|
C 62 3⁄3 | ||||||||
| 22993 |
Enables querying and exploring Cribl Stream and Edge deployments, providing acc…
|
C 62 4⁄4 | ||||||||
| 22994 |
Enables interaction with Spotify through MCP, providing tools for searching tra…
|
C 62 3⁄3 | ||||||||
| 22995 |
Pipedream MCP provides access to 10,000+ tools from 3,000+ APIs, all with secur…
|
C 62 4⁄3 | ||||||||
| 22996 |
A Python package that enables integration with Autodesk Revit through the Model…
|
C 62 4⁄3 | ||||||||
| 22997 |
MCP server for JivoSite API — chats, agents, visitors. 3 tools.
|
C 62 3⁄3 | ||||||||
| 22998 |
A powerful MCP server for interacting with Trello boards, lists, and cards via …
|
C 62 4⁄4 | ||||||||
| 22999 |
Enables interaction with the Observe platform through OPAL query execution, wor…
|
C 62 4⁄4 | ||||||||
| 23000 |
A CLI tool for easy installation of MCP servers and managing their configuration
|
C 62 4⁄3 | ||||||||
