MCP Server Quality Scores
Independent quality analysis of 33842 public MCP servers
Last updated 15 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15201 |
Analyzes codebases to suggest relevant learning projects and generate interacti…
|
F 30 5⁄5 | ||||||||
| 15202 |
An MCP server that provides real-time weather alerts for US states using the Na…
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F 30 5⁄5 | ||||||||
| 15203 |
Provide programmatic access to privacy-respecting meta-search functionality via…
|
F 30 5⁄4 | ||||||||
| 15204 |
|
F 30 5⁄4 | ||||||||
| 15205 |
An MCP server that allows AI assistants to query databases using natural langua…
|
F 30 5⁄5 | ||||||||
| 15206 |
A Flask-based server that implements Model Context Protocol to enhance LLMs wit…
|
F 30 5⁄5 | ||||||||
| 15207 |
Provides access to the World Health Organization's Global Health Observatory da…
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F 30 5⁄5 | ||||||||
| 15208 |
Generates beautiful App Store and Play Store screenshots by inserting app image…
|
F 30 5⁄5 | ||||||||
| 15209 |
A demonstration server that implements the Model Context Protocol (MCP) SDK, pr…
|
F 30 5⁄4 | ||||||||
| 15210 |
Rijksmuseum API integration for artwork search, details, and collections
|
F 30 5⁄5 | ||||||||
| 15211 |
A Model Context Protocol (MCP) proxy server that enables efficient management o…
|
F 30 5⁄4 | ||||||||
| 15212 |
An AI-driven text translation service supporting 20+ languages, based on the Mo…
|
F 30 5⁄5 | ||||||||
| 15213 |
Enables AI agents and automation scripts to securely interact with self-hosted …
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F 30 5⁄5 | ||||||||
| 15214 |
Enables AI assistants to interact with multiple AI models through the OpenCode …
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F 30 5⁄5 | ||||||||
| 15215 |
Toolset that crawls websites, generates Markdown documentation, and makes that …
|
F 30 5⁄4 | ||||||||
| 15216 |
An MCP server for browser automation that allows AI to perform web tasks using …
|
F 30 5⁄4 | ||||||||
| 15217 |
Unofficial MCP server for searching and retrieving scientific data from the Cat…
|
F 30 5⁄4 | ||||||||
| 15218 |
An MCP server to make phone calls using VoIP/SIP and OpenAI's Realtime API and …
|
F 30 5⁄5 | ||||||||
| 15219 |
Enables Claude to interact with Things 3 on macOS, allowing users to create, up…
|
F 30 5⁄4 | ||||||||
| 15220 |
A standalone MCP server generated from an OpenAPI specification that exposes Pe…
|
F 30 5⁄5 | ||||||||
| 15221 |
A Python starter template for building MCP servers with client connection manag…
|
F 30 5⁄5 | ||||||||
| 15222 |
An MCP server that automates Xianyu marketplace operations through Playwright, …
|
F 30 5⁄4 | ||||||||
| 15223 |
MCP server that fetches YouTube video transcripts and optionally summarizes the…
|
F 30 5⁄4 | ||||||||
| 15224 |
Search Naver (Korea's #1 search engine) for shopping prices, real-time news, an…
|
F 30 5⁄5 | ||||||||
| 15225 |
Fetches web page content, converts it to Markdown, and optionally processes it …
|
F 30 5⁄5 | ||||||||
| 15226 |
Enables AI-powered payment management for Bayarcash, allowing users to create p…
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F 30 5⁄5 | ||||||||
| 15227 |
A Model Context Protocol server that enables collaborative debates between mult…
|
F 30 5⁄5 | ||||||||
| 15228 |
Comprehensive Google Workspace MCP server with full support for Google Calendar…
|
F 30 5⁄5 | ||||||||
| 15229 |
A server that enhances Claude's reasoning capabilities by integrating DeepSeek …
|
F 30 5⁄5 | ||||||||
| 15230 |
A Model Context Protocol (MCP) server that enables natural language queries to …
|
F 30 6⁄6 | ||||||||
| 15231 |
Execute any LLM-generated code in a secure and scalable sandbox environment and…
|
F 30 5⁄5 | ||||||||
| 15232 |
A server that enables natural language interactions with Couchbase databases th…
|
F 30 5⁄5 | ||||||||
| 15233 |
Fetches GitHub PR and issue data server-side and combines it with a documentati…
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F 30 5⁄5 | ||||||||
| 15234 |
Read jira data via JQL and api and execute requests to create and edit tickets.
|
F 30 5⁄5 | ||||||||
| 15235 |
MCP server for AI agent for cybersecurity: automate assessment of documents, qu…
|
F 30 5⁄5 | ||||||||
| 15236 |
A powerful Model Context Protocol (MCP) server that provides an access to serve…
|
F 30 5⁄4 | ||||||||
| 15237 |
Enables AI assistants to interact with Gmail accounts for reading unread emails…
|
F 30 5⁄4 | ||||||||
| 15238 |
Enables fact-checking of news headlines using Google Gemini AI and web search v…
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F 30 5⁄5 | ||||||||
| 15239 |
lunar-mcp is a Go-based MCP server that provides 28+ tools for Chinese traditio…
|
F 30 5⁄4 | ||||||||
| 15240 |
Wraps Claude Code as a server using the Model Context Protocol (MCP), allowing …
|
F 30 5⁄5 | ||||||||
| 15241 |
Enables interaction with Brain service for thought management, including saving…
|
F 30 5⁄5 | ||||||||
| 15242 |
Turn any MCP server into a type-safe TypeScript SDK in seconds - with OAuth …
|
F 30 6⁄6 | ||||||||
| 15243 |
A Model Context Protocol server that connects AI agents to Dune Analytics data,…
|
F 30 5⁄5 | ||||||||
| 15244 |
Enables integration with Google Drive for listing, reading, and searching over …
|
F 30 5⁄5 | ||||||||
| 15245 |
A server that implements Retrieval-Augmented Generation using GroundX and OpenA…
|
F 30 5⁄5 | ||||||||
| 15246 |
Monitor MCP registry for new servers - Discord Slack notifications alerts
|
F 30 5⁄4 | ||||||||
| 15247 |
|
F 30 5⁄4 | ||||||||
| 15248 |
A sample implementation of Model Context Protocol server using Next.js and the …
|
F 30 5⁄5 | ||||||||
| 15249 |
Provides AI-powered assistance for coding problems using Google's Gemini AI, co…
|
F 30 5⁄5 | ||||||||
| 15250 |
A Model Context Protocol server manager that acts as a proxy/multiplexer, enabl…
|
F 30 5⁄5 | ||||||||