MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 5 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 5401 |
A Model Context Protocol server that provides network packet capture and analys…
|
B 73 5⁄4 | ||||||||
| 5402 |
Enables control of Fibaro Home Center 3 smart home devices through natural lang…
|
B 73 5⁄5 | ||||||||
| 5403 |
Enables AI applications to automate your existing browser using your logged-in …
|
B 73 5⁄4 | ||||||||
| 5404 |
Enables LLMs to interact with MySQL databases by inspecting schemas and executi…
|
B 73 5⁄5 | ||||||||
| 5405 |
Connects Jira with Claude, enabling users to search issues, view issue details,…
|
B 73 5⁄5 | ||||||||
| 5406 |
Automatically scans project dependencies (npm, Composer) for security vulnerabi…
|
B 73 5⁄5 | ||||||||
| 5407 |
An MCP server for browser automation using Puppeteer that enables AI assistants…
|
B 73 5⁄4 | ||||||||
| 5408 |
Axon.MCP.Server
Claim
Transform your codebase into an intelligent knowledge base for AI-powered devel…
|
B 73 5⁄4 | ||||||||
| 5409 |
MCP server for web search, content extraction, academic research, and library d…
|
B 73 5⁄4 | ||||||||
| 5410 |
solana-mcp-server
Claim
solana mcp sever to enable solana rpc methods
|
B 73 5⁄4 | ||||||||
| 5411 |
Crawls Korean stock market data from Naver Finance, providing real-time informa…
|
B 73 5⁄5 | ||||||||
| 5412 |
Orchestrator MCP
Claim
An intelligent MCP server that orchestrates multiple MCP servers with AI-enhanc…
|
B 73 5⁄5 | ||||||||
| 5413 |
Provides access to the Rasmio API for searching and retrieving detailed informa…
|
B 73 5⁄5 | ||||||||
| 5414 |
mcp-whatsapp-web
Claim
Whatsapp-Web MCP
|
B 73 5⁄4 | ||||||||
| 5415 |
Enables automation of browser tasks using Playwright by interacting via Claude …
|
B 73 5⁄5 | ||||||||
| 5416 |
BeeMCP: an unofficial Model Context Protocol (MCP) server that connects your Be…
|
B 73 5⁄4 | ||||||||
| 5417 |
Self-evolving memory system for AI agents
|
B 73 5⁄4 | ||||||||
| 5418 |
MCP-RAG
Claim
An agentic AI system that orchestrates multiple specialized AI tools to perform…
|
B 73 5⁄5 | ||||||||
| 5419 |
Integrates with the addTaskManager iOS/macOS app to manage tasks, projects, and…
|
B 73 5⁄5 | ||||||||
| 5420 |
Provides read-only portfolio management and analytics across Binance, Coinbase,…
|
B 73 5⁄5 | ||||||||
| 5421 |
WeatherXM Pro MCP Server
|
B 73 5⁄5 | ||||||||
| 5422 |
A comprehensive MCP server for X/Twitter featuring over 70 tools for research, …
|
B 73 5⁄5 | ||||||||
| 5423 |
A simple MCP server that allows AI assistants like Cursor or Claude Desktop to …
|
B 73 5⁄5 | ||||||||
| 5424 |
A Model Context Protocol (MCP) server with HTTP transport that implements JWT a…
|
B 73 5⁄5 | ||||||||
| 5425 |
Proto Server
Claim
Enables AI assistants to explore and understand Protocol Buffer (.proto) files …
|
B 73 5⁄4 | ||||||||
| 5426 |
A secure MCP (Model Context Protocol) server hosted on Google Cloud Run that en…
|
B 73 5⁄5 | ||||||||
| 5427 |
Enables comprehensive Reddit interaction including fetching posts, analyzing us…
|
B 73 5⁄5 | ||||||||
| 5428 |
Enables AI assistants to interact with IG Trading API for forex, indices, and c…
|
B 73 5⁄5 | ||||||||
| 5429 |
This MCP server utilizes DuckDuckGo for web searches, providing structured sear…
|
B 73 5⁄5 | ||||||||
| 5430 |
inked
|
B 73 5⁄5 | ||||||||
| 5431 |
Provides persistent IPython shell sessions per conversation with DataFrame-cent…
|
B 73 5⁄5 | ||||||||
| 5432 |
MCP Social Network
Claim
The world's first social network accessible only through AI coding agents, enab…
|
B 73 5⁄5 | ||||||||
| 5433 |
Provides integration with Atlassian products through the Model Context Protocol…
|
B 73 5⁄5 | ||||||||
| 5434 |
LLM MCP Bridge
Claim
Provides a universal bridge to interact with any OpenAI-compatible LLM API (loc…
|
B 73 5⁄5 | ||||||||
| 5435 |
MCP Inventario
Claim
Enables inventory management through MongoDB with tools for creating, listing, …
|
B 73 5⁄5 | ||||||||
| 5436 |
A FastMCP-powered server for programmatically creating, editing, and rendering …
|
B 73 5⁄4 | ||||||||
| 5437 |
A Model Context Protocol server that enables interaction with Jira's REST API u…
|
B 73 5⁄5 | ||||||||
| 5438 |
Automatically synchronizes meeting transcripts from Otter.ai to a local SQLite …
|
B 73 5⁄5 | ||||||||
| 5439 |
An MCP server that enables token listing, trading, and interaction with the Kai…
|
B 73 5⁄5 | ||||||||
| 5440 |
A boilerplate TypeScript MCP server with Express.js designed for AWS AppRunner …
|
B 73 5⁄5 | ||||||||
| 5441 |
A server implementation that enables LLMs to interact with Salesforce data thro…
|
B 73 5⁄4 | ||||||||
| 5442 |
An MCP server that enables AI agents to interact with Atlassian products (Confl…
|
B 73 5⁄5 | ||||||||
| 5443 |
Autumn MCP Server
Claim
An unofficial MCP server that provides an interface to access the Autumn pricin…
|
B 73 5⁄5 | ||||||||
| 5444 |
MCP server for QNAP NAS API
|
B 73 5⁄4 | ||||||||
| 5445 |
Integrates Redshift database query capabilities with vector-based knowledgebase…
|
B 73 5⁄5 | ||||||||
| 5446 |
YaTracker Connector
Claim
Enables interaction with Yandex Tracker through its API for managing tasks, com…
|
B 73 5⁄5 | ||||||||
| 5447 |
Extracts and analyzes key frames from Loom videos or local video files for debu…
|
B 73 5⁄5 | ||||||||
| 5448 |
Enables security auditing, penetration testing, and compliance validation with …
|
B 73 5⁄5 | ||||||||
| 5449 |
Enables AI assistants to manage TV series collections through Sonarr's API usin…
|
B 73 5⁄5 | ||||||||
| 5450 |
This server enables interaction with the Old School RuneScape (OSRS) Wiki API a…
|
B 73 5⁄4 | ||||||||