MCP Server Quality Scores
Independent quality analysis of 33449 public MCP servers
Last updated 1 hour, 54 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 8001 |
Enables interaction with the Siigo API to manage products, customers, and invoi…
|
C 69 5⁄5 | ||||||||
| 8002 |
A Model Context Protocol (MCP) server that optimizes token usage by caching dat…
|
C 69 5⁄5 | ||||||||
| 8003 |
Automates interactions with the PAF-IAST University LMS to provide AI assistant…
|
C 69 5⁄4 | ||||||||
| 8004 |
StarRocks MCP (Model Context Protocol) Server
|
C 69 5⁄5 | ||||||||
| 8005 |
A service discovery and proxy for MCP servers that enables registration, discov…
|
C 69 5⁄5 | ||||||||
| 8006 |
W3C WebMCP toolkit for Chrome 146. Expose any website as a structured MCP serve…
|
C 69 5⁄4 | ||||||||
| 8007 |
An MCP server that enables AI models to search, retrieve, and solve LeetCode pr…
|
C 69 5⁄5 | ||||||||
| 8008 |
MCP server for FatSecret API - food search, nutrition, diary, recipes, weight t…
|
C 69 5⁄5 | ||||||||
| 8009 |
MemOS-MCP
Claim
A Model Context Protocol integration for the MemOS memory system, optimized for…
|
C 69 5⁄4 | ||||||||
| 8010 |
Hedera MCP Server
Claim
A production-ready Node.js server that enables decentralized communication betw…
|
C 69 5⁄5 | ||||||||
| 8011 |
A server that exposes Pi-hole functionality as tools for AI assistants, allowin…
|
C 69 5⁄5 | ||||||||
| 8012 |
SpyNet
Claim
Enables AI assistants to configure and manage session-based REST and WebSocket …
|
C 69 5⁄5 | ||||||||
| 8013 |
A Model Context Protocol server that enables management of Ghost blog content (…
|
C 69 5⁄5 | ||||||||
| 8014 |
A Model Context Protocol server that enables Claude Code to directly interact w…
|
C 69 5⁄5 | ||||||||
| 8015 |
Provides Android development assistance following NowInAndroid best practices, …
|
C 69 5⁄5 | ||||||||
| 8016 |
Unofficial MCP server for Google Jules agent 🐙
|
C 69 5⁄4 | ||||||||
| 8017 |
cryptodataapi-mcp
Claim
Real-time crypto market data for AI agents — market health scores, derivatives,…
|
C 69 5⁄5 | ||||||||
| 8018 |
MCP server for controlling Dyson air purifiers and fans
|
C 69 5⁄4 | ||||||||
| 8019 |
splid_mcp
Claim
|
C 69 5⁄4 | ||||||||
| 8020 |
Connects IDEs to the Framer and Framer Motion ecosystem by providing animation …
|
C 69 5⁄5 | ||||||||
| 8021 |
Automatically extracts technical concepts from AI coding conversations, organiz…
|
C 69 5⁄5 | ||||||||
| 8022 |
Enables AI assistants to look up word definitions, pronunciations, and example …
|
C 69 5⁄5 | ||||||||
| 8023 |
A local Model Context Protocol (MCP) server that exposes custom tools to Claude…
|
C 69 5⁄4 | ||||||||
| 8024 |
Enables interaction with Google Gemini AI models through MCP protocol. Provides…
|
C 69 5⁄5 | ||||||||
| 8025 |
A Chrome DevTools Protocol MCP server that enables direct browser automation wi…
|
C 69 5⁄4 | ||||||||
| 8026 |
Weather MCP Server
Claim
Enables users to retrieve current weather information for any city location. Pr…
|
C 69 5⁄4 | ||||||||
| 8027 |
A MCP server for taking screenshots of webpages to use as feedback during UI de…
|
C 69 5⁄4 | ||||||||
| 8028 |
Enables AI assistants to perform intelligent web searches using the Baidu Wenxi…
|
C 69 5⁄5 | ||||||||
| 8029 |
A Model Context Protocol server for interacting with Google Sheets. This server…
|
C 69 5⁄5 | ||||||||
| 8030 |
一个 Ant Design 组件查询的 mcp 服务，包含 组件文档、API 文档、代码示例、组件更新日志查询
|
C 69 5⁄5 | ||||||||
| 8031 |
Provides tools for compiling and packaging XR875 project components, including …
|
C 69 5⁄5 | ||||||||
| 8032 |
Archive Agent is an open-source semantic file tracker with OCR + AI search (RAG…
|
C 69 5⁄5 | ||||||||
| 8033 |
Enables robots to store, retrieve, and consolidate episodic experiences includi…
|
C 69 5⁄4 | ||||||||
| 8034 |
Interact with the Ethereum Name Service to resolve names, check availability, a…
|
C 69 5⁄5 | ||||||||
| 8035 |
This server enables AI models to send SMS messages and initiate Text-to-Speech …
|
C 69 5⁄5 | ||||||||
| 8036 |
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
|
C 69 5⁄4 | ||||||||
| 8037 |
Enables searching and retrieving documentation content from SaaSus Platform thr…
|
C 69 5⁄5 | ||||||||
| 8038 |
An MCP server that integrates Codex CLI into Claude Code workflows for code wri…
|
C 69 5⁄4 | ||||||||
| 8039 |
ncbi-mcp-server
Claim
Comprehensive NCBI/PubMed literature search server with advanced analytics, cac…
|
C 69 5⁄5 | ||||||||
| 8040 |
A meta MCP server that seamlessly scales LLMs to 1000+ MCP servers through auto…
|
C 69 5⁄5 | ||||||||
| 8041 |
Enables interaction with Palo Alto Networks APIs through a Model Context Protoc…
|
C 69 5⁄5 | ||||||||
| 8042 |
Evidence-backed web research for AI agents. Real-time search with cited claims,…
|
C 69 6⁄6 | ||||||||
| 8043 |
A Model Context Protocol server that allows LLMs to interact with blockchain th…
|
C 69 5⁄4 | ||||||||
| 8044 |
MCP server that enables reading and writing macOS system preferences and applic…
|
C 69 5⁄4 | ||||||||
| 8045 |
Provides tools for interacting with the Steam Web API to access player profiles…
|
C 69 5⁄5 | ||||||||
| 8046 |
An MCP server that provides structured analytics for email data by extracting s…
|
C 69 5⁄4 | ||||||||
| 8047 |
A template repository for building Model Context Protocol (MCP) servers that en…
|
C 69 5⁄4 | ||||||||
| 8048 |
Provides time and date functionality with support for multiple formats and time…
|
C 69 5⁄5 | ||||||||
| 8049 |
Provides traditional Chinese metaphysics analysis capabilities including I Chin…
|
C 69 5⁄4 | ||||||||
| 8050 |
Task management for solo developers and AI coding agents — CQRS pattern, 177 op…
|
C 69 5⁄4 | ||||||||