MCP Server Quality Scores
Independent quality analysis of 50103 public MCP servers
Last updated 1 hour, 40 minutes ago
Grade Distribution
Score Distribution
Newly Added
Ninelayer StoriesOnBoard - structured specifications for AI Agents repage SnowData — Live Snow retro| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 11601 |
An MCP server aimed to be portable, local, easy and convenient to support seman…
|
C 63 5⁄5 | ||||||||
| 11602 |
Enables benchmarking of Large Language Model APIs by measuring performance metr…
|
C 63 6⁄6 | ||||||||
| 11603 |
Official implementation of Anthropic's 'think' tool that provides Claude with a…
|
C 63 5⁄5 | ||||||||
| 11604 |
Enables users to search and query information about military service alternativ…
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C 63 5⁄5 | ||||||||
| 11605 |
Enables inspection and analysis of project structures to detect languages, fram…
|
C 63 6⁄4 | ||||||||
| 11606 |
Enables interaction with Formula 1 data through LLM interfaces like Claude. Pro…
|
C 63 5⁄4 | ||||||||
| 11607 |
Enables access to comprehensive news data through the Perigon API, including se…
|
C 63 6⁄6 | ||||||||
| 11608 |
An MCP server that enables AI agents to execute sandboxed JavaScript code to co…
|
C 63 5⁄4 | ||||||||
| 11609 |
An MCP server that enables Claude to perform OCR on local files using Mistral A…
|
C 63 5⁄4 | ||||||||
| 11610 |
Enables scraping and comparing pricing information for LLM inference services a…
|
C 63 5⁄4 | ||||||||
| 11611 |
s2-sdk-typescript
Claim
Official MCP server for the S2.dev serverless stream platform.
|
C 63 6⁄6 | ||||||||
| 11612 |
Integrates Square sandbox catalog and orders management with voice commands (vi…
|
C 63 5⁄4 | ||||||||
| 11613 |
Hue MCP Server
Claim
Enables control of Philips Hue lights through VS Code Copilot or Claude Desktop…
|
C 63 5⁄4 | ||||||||
| 11614 |
A template for deploying an authentication-free MCP server on Cloudflare Worker…
|
C 63 5⁄5 | ||||||||
| 11615 |
A Model Context Protocol server that enables Claude Desktop to access and analy…
|
C 63 5⁄5 | ||||||||
| 11616 |
Provides weather-aware travel planning tools that fetch 3-day forecasts and gen…
|
C 63 5⁄5 | ||||||||
| 11617 |
A template for deploying authentication-free MCP servers on Cloudflare Workers.…
|
C 63 5⁄5 | ||||||||
| 11618 |
Enables AI assistants to access and search your local browsing knowledge graph …
|
C 63 5⁄4 | ||||||||
| 11619 |
Enables evaluating Wolfram Language code and retrieving Wolfram Engine version/…
|
C 63 5⁄4 | ||||||||
| 11620 |
Provides integration with Gerrit code review system, allowing AI assistants to …
|
C 63 5⁄5 | ||||||||
| 11621 |
An autonomous agent ecosystem that leverages Groq for high-performance reasonin…
|
C 63 4⁄4 | ||||||||
| 11622 |
A demonstration MCP server created for learning purposes, allowing Claude AI to…
|
C 63 5⁄4 | ||||||||
| 11623 |
A comprehensive HTTP client MCP server for security testing, API testing, and w…
|
C 63 5⁄5 | ||||||||
| 11624 |
Provides tools for managing a product catalog, including functions to list, add…
|
C 63 5⁄5 | ||||||||
| 11625 |
MCP server for DiskCleanKit - One Touch Scan and Clean for Mac
|
C 63 6⁄4 | ||||||||
| 11626 |
A secure, local-first MCP server that enables users to query QuickBooks data su…
|
C 63 5⁄4 | ||||||||
| 11627 |
A Model Context Protocol (MCP) for analyzing and querying GitHub repositories u…
|
C 63 5⁄5 | ||||||||
| 11628 |
A Model Context Protocol (MCP) server that provides persistent memory capabilit…
|
C 63 5⁄4 | ||||||||
| 11629 |
Enables AI agents to perform unit-aware engineering calculations with automatic…
|
C 63 6⁄6 | ||||||||
| 11630 |
An MCP server that enhances AI agents' coding capabilities by providing zero ha…
|
C 63 5⁄5 | ||||||||
| 11631 |
A basic Model Context Protocol (MCP) server implementation that provides a foun…
|
C 63 5⁄5 | ||||||||
| 11632 |
A standalone Model Context Protocol server that enables AI models to access the…
|
C 63 6⁄6 | ||||||||
| 11633 |
A server based on MCP protocol that allows large language models to directly ac…
|
C 63 5⁄5 | ||||||||
| 11634 |
Enables users to manage airtime transactions through the Africa's Talking API, …
|
C 63 5⁄5 | ||||||||
| 11635 |
A Model Context Protocol server that enables Claude to interact with DataForSEO…
|
C 63 5⁄5 | ||||||||
| 11636 |
Provides an MCP server that allows large language models to access real-time an…
|
C 63 5⁄5 | ||||||||
| 11637 |
A TypeScript-based MCP server for SearXNG that allows users to create and summa…
|
C 63 5⁄4 | ||||||||
| 11638 |
mcp-funnel
Claim
MCP proxy that aggregates multiple servers with tool filtering and customization
|
C 63 5⁄4 | ||||||||
| 11639 |
A Model Context Protocol server that enables LLMs to securely interact with Ale…
|
C 63 5⁄5 | ||||||||
| 11640 |
A Model Context Protocol server that enables generating and managing Robot Fram…
|
C 63 5⁄5 | ||||||||
| 11641 |
Enables secure execution of shell commands through a dynamic approval system th…
|
C 63 5⁄4 | ||||||||
| 11642 |
A serverless solution for deploying a Model Context Protocol server on Cloudfla…
|
C 63 5⁄5 | ||||||||
| 11643 |
CodeRide eliminates the context reset cycle once and for all. Through MCP integ…
|
C 63 6⁄6 | ||||||||
| 11644 |
Controls Lyngdorf Audio devices (TDAI, MP, CD series) via TCP with automatic de…
|
C 63 6⁄6 | ||||||||
| 11645 |
The Seq MCP Server enables interaction with Seq's API endpoints for logging and…
|
C 63 5⁄5 | ||||||||
| 11646 |
Supabase MCP Server
Claim
Implements the Model Context Protocol to provide LLMs with tools for interactin…
|
C 63 5⁄5 | ||||||||
| 11647 |
A Model Context Protocol server that enables LLMs to interact with Elasticsearc…
|
C 63 5⁄5 | ||||||||
| 11648 |
A Python-based Model Context Protocol server that provides AI assistants with a…
|
C 63 5⁄5 | ||||||||
| 11649 |
🔬 ArXiv论文智能解读助手 - Arxiv-MCP-Server, 支持MCP协议的学术论文一键下载、解析、翻译为中文,并生成微信公众号文章格式
|
C 63 6⁄4 | ||||||||
| 11650 |
MCP server for direct HTTP communication with air-Q air quality sensor devices
|
C 63 6⁄4 | ||||||||