MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 4 hours, 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21951 |
Enables AI assistants to interact with Rockfish's machine learning platform thr…
|
C 67 4⁄4 | ||||||||
| 21952 |
mcp-ui
Claim
基于MCP(Model Context Protocol)的智能聊天应用，支持Web和桌面环境。集成OpenAI/Anthropic API，提供MCP服务器…
|
C 67 4⁄3 | ||||||||
| 21953 |
GitHub MCP Control Plane
Claim
Provides secure, controlled access to GitHub operations through the Model Conte…
|
C 67 4⁄4 | ||||||||
| 21954 |
mcp-annotated-java-sdk
Claim
Annotation-driven MCP dev 🚀 No Spring, Zero Boilerplate, Pure Java
|
C 67 3⁄3 | ||||||||
| 21955 |
|
C 67 3⁄3 | ||||||||
| 21956 |
An MCP server that resolves paper requests (DOI, arXiv, etc.), checks a local s…
|
C 67 3⁄3 | ||||||||
| 21957 |
Provides 84 specialized tools for comprehensive Google Workspace automation inc…
|
C 67 4⁄4 | ||||||||
| 21958 |
Adapting xemantic-ai-tool-schema to Model Context Protocol kotlin-sdk Tool input
|
C 67 3⁄3 | ||||||||
| 21959 |
wafer-map-mcp
Claim
Exposes semiconductor wafer analysis tools including wafer maps, P-charts, and …
|
C 67 3⁄3 | ||||||||
| 21960 |
MCP server for creating pixel art with Aseprite through AI assistants. Supports…
|
C 67 4⁄3 | ||||||||
| 21961 |
|
C 67 3⁄3 | ||||||||
| 21962 |
An anti-detection browser MCP server designed for JavaScript reverse engineerin…
|
C 67 3⁄3 | ||||||||
| 21963 |
MCP server for UniSender API that enables managing email marketing lists, conta…
|
C 67 3⁄3 | ||||||||
| 21964 |
zed-mcp-server-github
Claim
A GitHub MCP Server extension for Zed
|
C 67 4⁄3 | ||||||||
| 21965 |
MCP server for advanced web search using Tavily API.
|
C 67 4⁄3 | ||||||||
| 21966 |
Provides demo tools for addition, mock weather data, and username generation.
|
C 67 3⁄3 | ||||||||
| 21967 |
Enables sales intelligence and outreach automation through Apollo.io's 275M+ co…
|
C 67 4⁄4 | ||||||||
| 21968 |
Advanced Claude Code CLI toolkit - agents, hooks, skills, MCP servers, phased d…
|
C 67 4⁄3 | ||||||||
| 21969 |
Connects AI assistants to the Kitsu open-source production management platform …
|
C 67 4⁄4 | ||||||||
| 21970 |
MCP Gateway
Claim
Serves as a lazy-loading proxy for multiple MCP servers to prevent tool schema …
|
C 67 3⁄3 | ||||||||
| 21971 |
Node.js MCP server enabling AI assistants to interact with Autodesk Revit for m…
|
C 67 3⁄3 | ||||||||
| 21972 |
Enables LLMs to manage Apifox API projects, including listing, creating, updati…
|
C 67 4⁄3 | ||||||||
| 21973 |
|
C 67 3⁄3 | ||||||||
| 21974 |
Source Library
Claim
Search 15K rare pre-modern texts translated to English: philosophy, religion, s…
|
C 67 4⁄3 | ||||||||
| 21975 |
Just MCP Server
Claim
Expose curated Justfile recipes via MCP for safe deterministic automation.
|
C 67 4⁄3 | ||||||||
| 21976 |
A high-performance CLI tool that provides semantic code search, advanced archit…
|
C 67 4⁄4 | ||||||||
| 21977 |
An MCP server that enables AI assistants to interact with FreeCAD for 3D modeli…
|
C 67 4⁄3 | ||||||||
| 21978 |
Look up permits, licenses, and fees for food service businesses in Austin, SF, …
|
C 67 3⁄3 | ||||||||
| 21979 |
tempo-mcp-rs
Claim
|
C 67 4⁄3 | ||||||||
| 21980 |
Model Context Protocol Benchmark Runner
|
C 67 4⁄3 | ||||||||
| 21981 |
vestige
Claim
Local-first cognitive memory for AI agents. FSRS-6 scheduling, smart ingest, SQ…
|
C 67 4⁄3 | ||||||||
| 21982 |
A minimal server that exposes Playwright browser automation capabilities throug…
|
C 67 4⁄3 | ||||||||
| 21983 |
MCP server for Zabbix API - exposes all Zabbix API functionality via MCP
|
C 67 3⁄3 | ||||||||
| 21984 |
Enables AI assistants to manage Piwik PRO Analytics resources including apps, t…
|
C 67 4⁄4 | ||||||||
| 21985 |
AutoMem MCP provides persistent memory for AI assistants, enabling them to reca…
|
C 67 5⁄5 | ||||||||
| 21986 |
MCP server for Outline knowledge base implemented on Rust as one statically lin…
|
C 67 4⁄4 | ||||||||
| 21987 |
mcp
Claim
Real email and SMS for AI agents — send mail, receive verification codes, drive…
|
C 67 4⁄3 | ||||||||
| 21988 |
gh-mcp
Claim
A GitHub CLI extension that seamlessly runs the github-mcp-server using your ex…
|
C 67 4⁄3 | ||||||||
| 21989 |
A production-ready Model Context Protocol server that enables AI assistants and…
|
C 67 4⁄4 | ||||||||
| 21990 |
Lets you control Meta apps (Facebook, Instagram, Threads) using your Chrome log…
|
C 67 3⁄3 | ||||||||
| 21991 |
MCP server for Meta Marketing API v25.0 — 123 tools for Facebook & Instagram ad…
|
C 67 3⁄3 | ||||||||
| 21992 |
swift-fast-mcp
Claim
The fastest way to build MCP servers in Swift.
|
C 67 3⁄3 | ||||||||
| 21993 |
MCP Server for okx.com
|
C 67 4⁄3 | ||||||||
| 21994 |
rust-mcp-sdk
Claim
A high-performance, asynchronous toolkit for building MCP servers and clients i…
|
C 67 4⁄3 | ||||||||
| 21995 |
Persistent shared memory for AI coding agents. Stores facts as `entity/key/valu…
|
C 67 3⁄3 | ||||||||
| 21996 |
Enables integration with Repsona project management platform, allowing users to…
|
C 67 4⁄4 | ||||||||
| 21997 |
MCP server for Tilda API — projects, pages. 3 tools.
|
C 67 3⁄3 | ||||||||
| 21998 |
agent-zero
Claim
|
C 67 3⁄3 | ||||||||
| 21999 |
xiaohongshu-mcp
Claim
|
C 67 3⁄3 | ||||||||
| 22000 |
MCP server that synthesizes user feedback from multiple sources into actionable…
|
C 67 3⁄3 | ||||||||