MCP Server Quality Scores
Independent quality analysis of 33842 public MCP servers
Last updated 2 hours, 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15051 |
Transform project ideas into paint-by-numbers development plans with phases, ta…
|
F 30 6⁄6 | ||||||||
| 15052 |
Serves prompt templates through a standardized protocol for transforming basic …
|
F 30 5⁄5 | ||||||||
| 15053 |
A Model Context Protocol server that provides OpenAI's DALL-E 3 image generatio…
|
F 30 5⁄5 | ||||||||
| 15054 |
An MCP server that provides seamless integration with Claude Desktop for queryi…
|
F 30 5⁄5 | ||||||||
| 15055 |
MCP Server for adding bookmarks in openai RAG
|
F 30 5⁄4 | ||||||||
| 15056 |
Enables generation of Xiaohongshu (Little Red Book) social media content includ…
|
F 30 5⁄5 | ||||||||
| 15057 |
An MCP server for Trae AI that enables automated creation and management of Ope…
|
F 30 5⁄4 | ||||||||
| 15058 |
Enables visual understanding and image description capabilities for iFlow CLI a…
|
F 30 5⁄5 | ||||||||
| 15059 |
A basic MCP server that provides arithmetic calculation tools and system inform…
|
F 30 5⁄4 | ||||||||
| 15060 |
A template for building MCP servers from OpenAPI specifications, enabling autom…
|
F 30 5⁄5 | ||||||||
| 15061 |
Allows AI assistants to generate and transform high-quality images from text pr…
|
F 30 5⁄5 | ||||||||
| 15062 |
Backtrader-powered backtesting framework for algorithmic trading, featuring 20+…
|
F 30 5⁄4 | ||||||||
| 15063 |
An MCP server that provides healthcare tools for interacting with FHIR data and…
|
F 30 5⁄5 | ||||||||
| 15064 |
A server that connects Claude to your documentation via Inkeep's API, enabling …
|
F 30 5⁄5 | ||||||||
| 15065 |
Provides tools and resources for managing in-memory documents, allowing users t…
|
F 30 5⁄4 | ||||||||
| 15066 |
This project showcases how to use the MCP protocol with Azure OpenAI. It provid…
|
F 30 5⁄4 | ||||||||
| 15067 |
A template for integrating Model Context Protocol (MCP) servers into Next.js pr…
|
F 30 5⁄5 | ||||||||
| 15068 |
Self-improving tool discovery for AI agents. Find, install, and use new MCP ser…
|
F 30 5⁄4 | ||||||||
| 15069 |
Comprehensive resources on Generative AI, including a detailed roadmap, project…
|
F 30 6⁄6 | ||||||||
| 15070 |
Give your AI free will tools. A fun project to explore what an AI would do with…
|
F 30 5⁄4 | ||||||||
| 15071 |
Explore and discover video games from the Internet Game Database. Search titles…
|
F 30 6⁄6 | ||||||||
| 15072 |
An MCP server that enables graph database interactions with Neo4j, allowing use…
|
F 30 5⁄5 | ||||||||
| 15073 |
Provides reasoning content to MCP-enabled AI clients by interfacing with Deepse…
|
F 30 5⁄5 | ||||||||
| 15074 |
A powerful research assistant that integrates with Cline and Claude Desktop to …
|
F 30 5⁄4 | ||||||||
| 15075 |
Provides automated Git workflow tools for committing, creating pull requests, a…
|
F 30 5⁄5 | ||||||||
| 15076 |
An MCP server that performs code reviews by comparing local source code against…
|
F 30 6⁄6 | ||||||||
| 15077 |
A Dart-based MCP server implementation that enables AI-assisted task management…
|
F 30 5⁄5 | ||||||||
| 15078 |
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
|
F 30 5⁄4 | ||||||||
| 15079 |
Allows the AI to query GraphQL servers
|
F 30 5⁄5 | ||||||||
| 15080 |
Rijksmuseum API integration for artwork search, details, and collections
|
F 30 5⁄5 | ||||||||
| 15081 |
An AI-driven text translation service supporting 20+ languages, based on the Mo…
|
F 30 5⁄5 | ||||||||
| 15082 |
|
F 30 5⁄4 | ||||||||
| 15083 |
Enables interaction with Brain service for thought management, including saving…
|
F 30 5⁄5 | ||||||||
| 15084 |
A Model Context Protocol server that connects GitHub code to Claude.ai. This se…
|
F 30 5⁄5 | ||||||||
| 15085 |
Enables AI-powered image and video analysis using Google Gemini and Vertex AI m…
|
F 30 5⁄5 | ||||||||
| 15086 |
Bridges Claude Desktop with Claude Code CLI to delegate complex coding tasks li…
|
F 30 5⁄4 | ||||||||
| 15087 |
MCP server for AI-powered UI component discovery on ui-layouts.com — search, do…
|
F 30 5⁄4 | ||||||||
| 15088 |
Automates error tracking workflow by finding code owners in Bitbucket, retrievi…
|
F 30 5⁄5 | ||||||||
| 15089 |
An MCP server that delivers real-time token prices from Uniswap V3 across multi…
|
F 30 5⁄5 | ||||||||
| 15090 |
A Python starter template for building MCP servers with client connection manag…
|
F 30 5⁄5 | ||||||||
| 15091 |
Locust MCP Server for performance testing
|
F 30 5⁄4 | ||||||||
| 15092 |
An MCP server that enables AI agents to play Pokémon games by providing a funct…
|
F 30 5⁄4 | ||||||||
| 15093 |
Enables Claude to interact with Things 3 on macOS, allowing users to create, up…
|
F 30 5⁄4 | ||||||||
| 15094 |
An MCP server to make phone calls using VoIP/SIP and OpenAI's Realtime API and …
|
F 30 5⁄5 | ||||||||
| 15095 |
Unofficial MCP server for searching and retrieving scientific data from the Cat…
|
F 30 5⁄4 | ||||||||
| 15096 |
An MCP server for browser automation that allows AI to perform web tasks using …
|
F 30 5⁄4 | ||||||||
| 15097 |
An MCP server for generic Database Management System (DBMS) Connectivity via SQ…
|
F 30 5⁄4 | ||||||||
| 15098 |
Enables AI assistants to interact with multiple AI models through the OpenCode …
|
F 30 5⁄5 | ||||||||
| 15099 |
upload and manipulation of IPFS storage
|
F 30 5⁄5 | ||||||||
| 15100 |
Generates images from text prompts using Google's Gemini AI models with customi…
|
F 30 5⁄5 | ||||||||