MCP Server Quality Scores
Independent quality analysis of 69135 public MCP servers
Last updated 1 hour, 54 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 13551 |
Enables AI assistants to manage tasks, projects, and analyze productivity direc…
|
C 57 5⁄5 | ||||||||
| 13552 |
A Model Context Protocol server that enables conversational searching of NIH-fu…
|
C 57 6⁄6 | ||||||||
| 13553 |
A minimal tool server demonstrating Model Context Protocol (MCP) interactions v…
|
C 57 5⁄5 | ||||||||
| 13554 |
MCP Memory Agent Server - A VS Code chatmode and instruction manager with libra…
|
C 57 6⁄4 | ||||||||
| 13555 |
A Model Context Protocol server that enables large language models to interact …
|
C 57 5⁄5 | ||||||||
| 13556 |
A tool that allows Claude Code to use Gemini AI as an MCP server, leveraging Ge…
|
C 57 5⁄4 | ||||||||
| 13557 |
A powerful context management system that maintains persistent context across c…
|
C 57 5⁄4 | ||||||||
| 13558 |
Enables AI assistants to interact with Redmine instances to manage issues, proj…
|
C 57 5⁄5 | ||||||||
| 13559 |
Enables users to search and interact with Binal's professional knowledge base t…
|
C 57 6⁄6 | ||||||||
| 13560 |
Provides AI assistants with secure read-only access to MySQL databases through …
|
C 57 6⁄6 | ||||||||
| 13561 |
CONTAM MCP
Claim
A Windows-based MCP server that exposes NIST's CONTAM simulation tools and Cont…
|
C 57 5⁄4 | ||||||||
| 13562 |
A template for creating and deploying Model Context Protocol servers on the Api…
|
C 57 5⁄5 | ||||||||
| 13563 |
An identity-aware MCP server that runs inside a Tailscale tailnet, using Tailsc…
|
C 57 5⁄4 | ||||||||
| 13564 |
A server that provides QQ Music search functionality through the Modular Contro…
|
C 57 5⁄5 | ||||||||
| 13565 |
A FastMCP-based server that provides access to Bloomberg market data through si…
|
C 57 5⁄4 | ||||||||
| 13566 |
Binance MCP Server
Claim
Enables automated cryptocurrency trading on Binance and provides integration fo…
|
C 57 5⁄5 | ||||||||
| 13567 |
Enables advanced management of Kubernetes clusters through natural language int…
|
C 57 5⁄5 | ||||||||
| 13568 |
MCP Study Project
Claim
An educational repository designed to practice and understand the Model Context…
|
C 57 5⁄4 | ||||||||
| 13569 |
octo-mcp-server
Claim
A production-ready MCP server built with Node.js and Express that supports remo…
|
C 57 5⁄5 | ||||||||
| 13570 |
Enable language models to perform advanced AI-powered web scraping with enterpr…
|
C 57 6⁄6 | ||||||||
| 13571 |
Provides access to OPET fuel station prices across Turkish provinces. Enables q…
|
C 57 5⁄5 | ||||||||
| 13572 |
A free, plug-and-play knowledge base server that provides access to 10,000+ ins…
|
C 57 5⁄4 | ||||||||
| 13573 |
Search and retrieve Lottie animations effortlessly. Access detailed information…
|
C 57 6⁄6 | ||||||||
| 13574 |
MCP server for progressive tool usage at any scale (see https://klavis.ai)
|
C 57 6⁄6 | ||||||||
| 13575 |
A Model Context Protocol server that integrates with Linear, enabling AI assist…
|
C 57 5⁄5 | ||||||||
| 13576 |
An HTTP-based Model Context Protocol server that provides tools and resources f…
|
C 57 5⁄5 | ||||||||
| 13577 |
A Model Context Protocol tool that provides weather information for cities, wit…
|
C 57 5⁄4 | ||||||||
| 13578 |
A Model Context Protocol server that enables seamless integration between Claud…
|
C 57 6⁄6 | ||||||||
| 13579 |
SSH MCP Server
Claim
Enables AI assistants to securely execute shell commands on local machines thro…
|
C 57 5⁄4 | ||||||||
| 13580 |
A MCP server for interacting with Aptos documentation and creating full-stack A…
|
C 57 5⁄4 | ||||||||
| 13581 |
A Model Context Protocol server that enables users to execute arbitrary shell c…
|
C 57 5⁄4 | ||||||||
| 13582 |
A Model Context Protocol server that enables agent applications like Cursor and…
|
C 57 5⁄5 | ||||||||
| 13583 |
APT Analysis MCP Server
Claim
Assists in Advanced Persistent Threat malware analysis by providing tools to se…
|
C 57 5⁄4 | ||||||||
| 13584 |
An interactive tool that enables users to benchmark vLLM endpoints through MCP,…
|
C 57 5⁄5 | ||||||||
| 13585 |
An MCP server for Microsoft Copilot Studio that delivers jokes from multiple so…
|
C 57 5⁄5 | ||||||||
| 13586 |
Allows you to search the web using DuckDuckGo and optionally fetch and summariz…
|
C 57 5⁄5 | ||||||||
| 13587 |
A Model Context Protocol server for AI models to access and manipulate Apple Ca…
|
C 57 5⁄5 | ||||||||
| 13588 |
Facilitates authentication with GitHub using OAuth protocol, allowing secure ac…
|
C 57 5⁄4 | ||||||||
| 13589 |
🚀 PixelMCP | 为你的 Cursor、Claude Code 等集成AI绘画能力，让AI生成的页面不再单调！
|
C 57 6⁄6 | ||||||||
| 13590 |
A high-performance MCP server that connects tools like Cursor to Elasticsearch …
|
C 57 5⁄5 | ||||||||
| 13591 |
Enables AI assistants to create and manage content collections, perform web sea…
|
C 57 6⁄6 | ||||||||
| 13592 |
Benchmark MCP Server
Claim
An industry benchmarking tool that enables users to compare company metrics lik…
|
C 57 5⁄5 | ||||||||
| 13593 |
A Model Context Protocol server that enables AI assistants like Claude to inter…
|
C 57 5⁄4 | ||||||||
| 13594 |
An MCP server that connects AI clients to a Linux terminal for real-time automa…
|
C 57 5⁄4 | ||||||||
| 13595 |
Enables natural language querying of a resume with AI/ML experience, business i…
|
C 57 5⁄5 | ||||||||
| 13596 |
Enables basic mathematical operations through MCP protocol with add and multipl…
|
C 57 5⁄5 | ||||||||
| 13597 |
Provides powerful data analysis capabilities for AI systems with functions for …
|
C 57 5⁄5 | ||||||||
| 13598 |
HealthcareRAGTools
Claim
An agentic AI system that enables healthcare professionals to log patient sympt…
|
C 57 5⁄4 | ||||||||
| 13599 |
A Model Context Protocol server that provides real-time weather data to AI clie…
|
C 57 5⁄4 | ||||||||
| 13600 |
Free company research agent — 10 data sources, structured reports with bull/bea…
|
C 57 5⁄5 | ||||||||