MCP Server Quality Scores
Independent quality analysis of 58579 public MCP servers
Last updated 32 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 6701 |
Facilitates management and optimization of PostgreSQL databases, offering analy…
|
B 71 5⁄5 | ||||||||
| 6702 |
Enables AI models to convert NotebookLM PDF exports into high-quality PowerPoin…
|
B 71 5⁄5 | ||||||||
| 6703 |
mcp-base
Claim
A bare-bones FastMCP server template designed to serve as a starting point for …
|
B 71 5⁄4 | ||||||||
| 6704 |
MCP Server Boilerplate
Claim
A ready-to-use starter implementation of the Model Context Protocol (MCP) serve…
|
B 71 5⁄5 | ||||||||
| 6705 |
An implementation that enables Claude to connect to ServiceNow instances, allow…
|
B 71 5⁄5 | ||||||||
| 6706 |
Provides advanced cryptocurrency and stock market analysis using TradingView da…
|
B 71 5⁄5 | ||||||||
| 6707 |
A FastMCP server that provides AI assistants like Claude with seamless access t…
|
B 71 5⁄5 | ||||||||
| 6708 |
A Home Assistant Custom Component that provides an MCP server using HTTP transp…
|
B 71 5⁄4 | ||||||||
| 6709 |
Memory Box MCP Server
Claim
Save, search, and format memories with semantic understanding. Enhance your mem…
|
B 71 6⁄4 | ||||||||
| 6710 |
Enables interaction with Telegram chat history, including text, photos, and doc…
|
B 71 5⁄4 | ||||||||
| 6711 |
A high-performance server for analyzing GitHub user starred repositories, provi…
|
B 71 5⁄5 | ||||||||
| 6712 |
Model Context Protocol server implementation that integrates the LINE Messaging…
|
B 71 5⁄5 | ||||||||
| 6713 |
A boilerplate project for quickly developing MCP servers with TypeScript, featu…
|
B 71 5⁄5 | ||||||||
| 6714 |
An MCP server that gives Claude and other AI assistants access to your Maccy cl…
|
B 71 5⁄4 | ||||||||
| 6715 |
Enables LLMs to perform browser automation and web page interactions using Play…
|
B 71 5⁄5 | ||||||||
| 6716 |
Fetch as Markdown
Claim
Fetches web pages and converts them to clean, readable markdown format by extra…
|
B 71 5⁄5 | ||||||||
| 6717 |
A hub server that connects to and manages other MCP servers, allowing users to …
|
B 71 5⁄5 | ||||||||
| 6718 |
Analyzes JavaScript/TypeScript projects for code modernization opportunities, c…
|
B 71 5⁄5 | ||||||||
| 6719 |
A QR code generation MCP server that converts any text (including Chinese chara…
|
B 71 5⁄4 | ||||||||
| 6720 |
Enables AI agents to interact with Chatwork by reading and sending messages, ma…
|
B 71 5⁄5 | ||||||||
| 6721 |
ACP Commerce MCP Server
Claim
Enables AI agents to perform e-commerce operations through a standardized inter…
|
B 71 5⁄4 | ||||||||
| 6722 |
MCP TypeScript Template
Claim
A TypeScript template for building remote Model Context Protocol (MCP) servers …
|
B 71 5⁄5 | ||||||||
| 6723 |
Provides access to Deutsche Bahn train timetables, station information, and sch…
|
B 71 5⁄5 | ||||||||
| 6724 |
An open-source MCP implementation providing document management functionality.
…
|
B 71 5⁄5 | ||||||||
| 6725 |
An MCP server for the Inoreader RSS reader API that allows users to triage arti…
|
B 71 5⁄5 | ||||||||
| 6726 |
Provides AI assistants with tools to grade, generate, and validate UI component…
|
B 71 5⁄5 | ||||||||
| 6727 |
A production-ready Model Context Protocol server that provides comprehensive fi…
|
B 71 5⁄4 | ||||||||
| 6728 |
EdgeOne Pages MCP Server
Claim
Enables AI assistants to deploy and manage static websites directly through Edg…
|
B 71 5⁄5 | ||||||||
| 6729 |
Enables AI video and image generation through the Runway API. Supports video ge…
|
B 71 5⁄5 | ||||||||
| 6730 |
Finds the closest Tailwind CSS palette colors to any given CSS color value. Sup…
|
B 71 5⁄4 | ||||||||
| 6731 |
Provides real-time, up-to-date documentation for major LLM providers (OpenAI, A…
|
B 71 5⁄5 | ||||||||
| 6732 |
Enables deep ICP analysis with 9 tools for ideal customer profiling, market siz…
|
B 71 5⁄4 | ||||||||
| 6733 |
MCP server for Yuque (语雀) that exposes your knowledge base to AI assistants thr…
|
B 71 5⁄4 | ||||||||
| 6734 |
A Model Context Protocol server that enables image generation and retrieval fro…
|
B 71 5⁄5 | ||||||||
| 6735 |
Enables users to manage a persistent todo list through natural language, suppor…
|
B 71 5⁄5 | ||||||||
| 6736 |
Slack MCP Server
Claim
Enables AI agents to interact with Slack workspaces through OAuth authenticatio…
|
B 71 5⁄5 | ||||||||
| 6737 |
A collection of Python-based Model Context Protocol servers that extend AI assi…
|
B 71 5⁄4 | ||||||||
| 6738 |
A central knowledge hub that connects AI tools to a unified 'Master Brain' with…
|
B 71 5⁄5 | ||||||||
| 6739 |
Enables retrieval of Russian real estate cadastral data including coordinates, …
|
B 71 5⁄5 | ||||||||
| 6740 |
mcp-playground
Claim
A Streamlit-based chat app for LLMs with plug-and-play tool support via Model C…
|
B 71 5⁄4 | ||||||||
| 6741 |
A Model Context Protocol server that enables generating and editing images usin…
|
B 71 5⁄5 | ||||||||
| 6742 |
The Movie DB MCP Server
Claim
A server that connects to The Movie Database API, enabling clients to fetch pop…
|
B 71 5⁄4 | ||||||||
| 6743 |
Enables LLM assistants to explore Django project structure through read-only re…
|
B 71 5⁄5 | ||||||||
| 6744 |
A BM25-based MCP server that enables document search and retrieval across struc…
|
B 71 5⁄5 | ||||||||
| 6745 |
An MCP tool that provides AI with the ability to compress and decompress local …
|
B 71 5⁄5 | ||||||||
| 6746 |
VibeDefender MCP Server
Claim
Provides security assessment methodology, tool documentation, and step-by-step …
|
B 71 5⁄5 | ||||||||
| 6747 |
Enables AI assistants to manage Gmail through natural language, supporting oper…
|
B 71 5⁄5 | ||||||||
| 6748 |
Plex MCP Account Finder
Claim
Connects to multiple Plex accounts to perform fuzzy searches for users across s…
|
B 71 5⁄5 | ||||||||
| 6749 |
MCP Express Server
Claim
A TypeScript-based MCP server template using Express.js and Server-Sent Events,…
|
B 71 5⁄5 | ||||||||
| 6750 |
A MCP-based intelligent customer service system that provides smart Q\&A, human…
|
B 71 5⁄5 | ||||||||