MCP Server Quality Scores
Independent quality analysis of 69111 public MCP servers
Last updated 1 hour, 28 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 11401 |
A template for deploying an MCP server without authentication on Cloudflare Wor…
|
C 63 5⁄5 | ||||||||
| 11402 |
An MCP server that enables Claude Desktop to communicate with A2A protocol agen…
|
C 63 5⁄5 | ||||||||
| 11403 |
Govee WDC CF MCP
Claim
A remote MCP server that can be deployed on Cloudflare Workers without requirin…
|
C 63 5⁄4 | ||||||||
| 11404 |
Provides team information retrieval capabilities through HTTP streaming transpo…
|
C 63 5⁄5 | ||||||||
| 11405 |
Provides read-only access to PostgreSQL databases, enabling LLMs to inspect dat…
|
C 63 5⁄5 | ||||||||
| 11406 |
Audio MCP Server
Claim
Enables Claude and other AI assistants to interact with your computer's audio s…
|
C 63 5⁄4 | ||||||||
| 11407 |
A sample implementation of Model Context Protocol server demonstrating core fun…
|
C 63 5⁄4 | ||||||||
| 11408 |
A Model Context Protocol server that enables AI models to fetch weather alerts …
|
C 63 5⁄5 | ||||||||
| 11409 |
An MCP server that provides agentic vision capabilities for visual regression t…
|
C 63 5⁄5 | ||||||||
| 11410 |
Enables AI assistants to analyze RenderDoc GPU frame captures for graphics debu…
|
C 63 5⁄4 | ||||||||
| 11411 |
Unified MCP safety server that detects prompt injection (75 patterns), scans LL…
|
C 63 5⁄5 | ||||||||
| 11412 |
Enables users to manage airtime transactions through the Africa's Talking API, …
|
C 63 5⁄5 | ||||||||
| 11413 |
Remote MCP Server
Claim
A serverless solution for deploying authentication-free Model Context Protocol …
|
C 63 5⁄5 | ||||||||
| 11414 |
A conversational copilot that guides users through the Knowledge Discovery in D…
|
C 63 5⁄4 | ||||||||
| 11415 |
Enables AI-powered analysis of sales call transcripts through natural language …
|
C 63 5⁄4 | ||||||||
| 11416 |
Enables AI assistants to access real-time on-chain crypto analytics, whale trac…
|
C 63 6⁄6 | ||||||||
| 11417 |
Provides AI tutoring capabilities for Romanian police academy entrance exam pre…
|
C 63 6⁄6 | ||||||||
| 11418 |
An AI-focused search engine that enables AI applications to access high-quality…
|
C 63 5⁄5 | ||||||||
| 11419 |
Turn any receipt into structured, accounting-ready JSON or clean Markdown with …
|
C 63 6⁄6 | ||||||||
| 11420 |
A Model Context Protocol server that provides network analysis tools for securi…
|
C 63 5⁄5 | ||||||||
| 11421 |
Enables interaction with Reddit through the Reddit API, allowing users to searc…
|
C 63 5⁄5 | ||||||||
| 11422 |
A Node.js-based MCP server that enables AI agents to generate embeddings, index…
|
C 63 5⁄5 | ||||||||
| 11423 |
A Model Context Protocol server that enables real-time communication using Serv…
|
C 63 5⁄4 | ||||||||
| 11424 |
Kubernetes MCP Server
Claim
Enables real-time Kubernetes cluster observability and debugging through standa…
|
C 63 5⁄5 | ||||||||
| 11425 |
Provides access to VisiData functionality for data analysis, visualization, and…
|
C 63 5⁄4 | ||||||||
| 11426 |
A FastMCP-powered server that connects Google Analytics 4 data to Claude Deskto…
|
C 63 5⁄5 | ||||||||
| 11427 |
Enables AI assistants to search and retrieve chemical compound information, str…
|
C 63 5⁄5 | ||||||||
| 11428 |
Connects AI agents to the Shopee platform for real-time product searches and ca…
|
C 63 5⁄5 | ||||||||
| 11429 |
Integrates AppsFlyer analytics data with AI assistants, allowing users to fetch…
|
C 63 5⁄5 | ||||||||
| 11430 |
Provides tools for stock data retrieval, historical analysis, and market compar…
|
C 63 5⁄4 | ||||||||
| 11431 |
An MCP server that provides access to the Nager.Date API for retrieving public …
|
C 63 5⁄4 | ||||||||
| 11432 |
Enables management of user health profiles with capabilities to list, retrieve,…
|
C 63 5⁄5 | ||||||||
| 11433 |
Detects and breaks repetitive fix loops in AI coding assistants by tracking att…
|
C 63 5⁄4 | ||||||||
| 11434 |
Enables secure execution of shell commands through a dynamic approval system th…
|
C 63 5⁄4 | ||||||||
| 11435 |
A Model Context Protocol server that enables efficient management of GitHub iss…
|
C 63 5⁄4 | ||||||||
| 11436 |
Toolrank
Claim
# ToolRank MCP Server
Score and optimize MCP tool definitions for AI agent dis…
|
C 63 5⁄5 | ||||||||
| 11437 |
A deployable Model Context Protocol server on Cloudflare Workers that runs with…
|
C 63 5⁄5 | ||||||||
| 11438 |
A template for deploying MCP servers on Cloudflare Workers without authenticati…
|
C 63 5⁄5 | ||||||||
| 11439 |
Enables AI assistants to interact with Rohlik Group's online grocery delivery s…
|
C 63 6⁄6 | ||||||||
| 11440 |
Provides access to Bay Wheels realtime bikeshare data, enabling users to find n…
|
C 63 5⁄5 | ||||||||
| 11441 |
A Model Context Protocol server that connects Gemini CLI with CoinGecko's API, …
|
C 63 5⁄5 | ||||||||
| 11442 |
A template for deploying authentication-free MCP servers on Cloudflare Workers.…
|
C 63 5⁄5 | ||||||||
| 11443 |
Exposes ASCIIFlow drawing primitives as tools to enable AI assistants to genera…
|
C 63 5⁄5 | ||||||||
| 11444 |
Enables AI assistants to interact with your local Logseq knowledge base through…
|
C 63 5⁄4 | ||||||||
| 11445 |
A Model Context Protocol server that enables AI assistants to interact with Sen…
|
C 63 5⁄5 | ||||||||
| 11446 |
A Model Context Protocol server that enables interaction with Service Nervous S…
|
C 63 5⁄5 | ||||||||
| 11447 |
A Model Context Protocol server that enables AI assistants to perform web searc…
|
C 63 6⁄6 | ||||||||
| 11448 |
PostgreSQL MCP Server
Claim
Enables natural language interaction with PostgreSQL databases, supporting quer…
|
C 63 6⁄6 | ||||||||
| 11449 |
Enables text-to-speech playback with multiple Japanese character voices using V…
|
C 63 5⁄4 | ||||||||
| 11450 |
A Model Context Protocol server providing standardized access to Bible data res…
|
C 63 5⁄5 | ||||||||