MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 8351 |
A Model Context Protocol (MCP) server that optimizes token usage by caching dat…
|
C 69 5⁄5 | ||||||||
| 8352 |
kubernetes-mcp
Claim
A Model Context Protocol (MCP) server that provides safe, read-only access to K…
|
C 69 5⁄5 | ||||||||
| 8353 |
An MCP server that wraps a local SearXNG instance to provide private, customiza…
|
C 69 5⁄4 | ||||||||
| 8354 |
A Model Context Protocol (MCP) server that provides onchain tools for Claude AI…
|
C 69 5⁄5 | ||||||||
| 8355 |
A rich MCP server for Things
|
C 69 5⁄5 | ||||||||
| 8356 |
A Model Context Protocol server that provides AI assistants like Claude with se…
|
C 69 5⁄4 | ||||||||
| 8357 |
A server that exposes Pi-hole functionality as tools for AI assistants, allowin…
|
C 69 5⁄5 | ||||||||
| 8358 |
MCP server for Dev Proxy that enables AI assistants to interact with Dev Proxy.
|
C 69 5⁄4 | ||||||||
| 8359 |
A secure MCP server for local API credential management using JSON storage and …
|
C 69 5⁄4 | ||||||||
| 8360 |
Enables real-time AI-powered searches on X (Twitter) and the web through Desear…
|
C 69 5⁄5 | ||||||||
| 8361 |
Provides time-related tools for LLM applications, enabling retrieval of current…
|
C 69 5⁄5 | ||||||||
| 8362 |
Enables AI agents to interact with Hasura GraphQL endpoints to discover schema …
|
C 69 5⁄5 | ||||||||
| 8363 |
Enables VSCode/Cursor to integrate with Confluence Wiki, allowing AI models to …
|
C 69 5⁄5 | ||||||||
| 8364 |
Enables Claude Desktop and other MCP clients to interact with any OAuth2-authen…
|
C 69 5⁄5 | ||||||||
| 8365 |
Enables AI agents to manage infrastructure and deploy Docker services through E…
|
C 69 5⁄5 | ||||||||
| 8366 |
An MCP server allowing AI assistants like Claude to execute read-only SQL queri…
|
C 69 5⁄5 | ||||||||
| 8367 |
W3C WebMCP toolkit for Chrome 146. Expose any website as a structured MCP serve…
|
C 69 5⁄4 | ||||||||
| 8368 |
SPIRED-Stab MCP
Claim
Enables protein stability prediction ($DeltaDelta$G and $Delta$Tm) and systemat…
|
C 69 5⁄4 | ||||||||
| 8369 |
Hedera MCP Server
Claim
A production-ready Node.js server that enables decentralized communication betw…
|
C 69 5⁄5 | ||||||||
| 8370 |
MCP server for controlling Dyson air purifiers and fans
|
C 69 5⁄4 | ||||||||
| 8371 |
A Model Context Protocol server that bridges Odoo ERP systems with AI agents, e…
|
C 69 5⁄5 | ||||||||
| 8372 |
Provides access to InterSystems IRIS ObjectScript documentation, examples, and …
|
C 69 5⁄5 | ||||||||
| 8373 |
Design-first MCP for coding agents that improves websites with screenshot-groun…
|
C 69 5⁄4 | ||||||||
| 8374 |
81 chemistry tools — literature, calculations, retrosynthesis
|
C 69 5⁄5 | ||||||||
| 8375 |
StarRocks MCP (Model Context Protocol) Server
|
C 69 5⁄5 | ||||||||
| 8376 |
Infer MCP Server
Claim
Enables remote command execution via SSH and database queries through PostgreSQ…
|
C 69 5⁄5 | ||||||||
| 8377 |
Enables migration of test automation projects from WebDriverIO to Playwright us…
|
C 69 5⁄5 | ||||||||
| 8378 |
A minimal Model Context Protocol server that provides a simple tool for adding …
|
C 69 4⁄4 | ||||||||
| 8379 |
Provides cross-chain bridge and swap tools for AI agents using the Relay Protoc…
|
C 69 5⁄5 | ||||||||
| 8380 |
An MCP server that enables AI assistants like Claude to access and manipulate A…
|
C 69 5⁄4 | ||||||||
| 8381 |
An MCP server to allow you to debug webpages using LLMs
|
C 69 5⁄4 | ||||||||
| 8382 |
A minimal, production-ready TypeScript starter template for building Model Cont…
|
C 69 5⁄5 | ||||||||
| 8383 |
Task management for solo developers and AI coding agents — CQRS pattern, 177 op…
|
C 69 5⁄4 | ||||||||
| 8384 |
小智 & Cursor 的 MCP 启动器 - MCP For Cursor&xiaozhi。打包成可执行文件。Turn MCP server into an…
|
C 69 5⁄5 | ||||||||
| 8385 |
A Model Context Protocol (MCP) implementation for connecting to and working wit…
|
C 69 5⁄5 | ||||||||
| 8386 |
A Model Context Protocol server that integrates with Zerodha APIs for automated…
|
C 69 5⁄5 | ||||||||
| 8387 |
A full-featured content management platform for Today's Headlines that supports…
|
C 69 5⁄4 | ||||||||
| 8388 |
Trade Indian stocks on Zerodha Kite via natural conversation. 14 tools for hold…
|
C 69 5⁄5 | ||||||||
| 8389 |
Enables robots to store, retrieve, and consolidate episodic experiences includi…
|
C 69 5⁄4 | ||||||||
| 8390 |
Advanced search and retrieval for web crawler data. Supports WARC, wget, Katana…
|
C 69 5⁄4 | ||||||||
| 8391 |
Enables the previewing of GitHub Flavored Markdown (GFM) as an MCP application.…
|
C 69 5⁄5 | ||||||||
| 8392 |
A MCP server for taking screenshots of webpages to use as feedback during UI de…
|
C 69 5⁄4 | ||||||||
| 8393 |
MCP HTTP Server Demo
Claim
A minimal Model Context Protocol (MCP) server that uses streamable HTTP transpo…
|
C 69 5⁄5 | ||||||||
| 8394 |
A Spec-Driven Development toolkit that transforms LLMs into development agents …
|
C 69 5⁄4 | ||||||||
| 8395 |
Enables fetching data from web URLs with automatic X402 payment handling using …
|
C 69 5⁄5 | ||||||||
| 8396 |
A comprehensive MCP server providing advanced Redmine project analytics, web au…
|
C 69 5⁄5 | ||||||||
| 8397 |
mcp-server-cloudbrowser
|
C 69 5⁄5 | ||||||||
| 8398 |
Enables control of OXII smart home devices through the Model Context Protocol, …
|
C 69 5⁄5 | ||||||||
| 8399 |
A cross-platform integration server that enables interaction with the MetaTrade…
|
C 69 5⁄5 | ||||||||
| 8400 |
gmail-mcp
Claim
|
C 69 5⁄4 | ||||||||