MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 1 hour, 35 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15251 |
A Model Context Protocol server that bridges AI assistants like Claude with Wor…
|
F 30 5⁄5 | ||||||||
| 15252 |
Enables interaction with Amazon services through AI assistants, allowing users …
|
F 30 5⁄5 | ||||||||
| 15253 |
An AI-powered tool that transforms natural language specifications into structu…
|
F 30 6⁄6 | ||||||||
| 15254 |
An MCP server that interfaces with the Rewind.ai SQLite database to provide acc…
|
F 30 5⁄4 | ||||||||
| 15255 |
Enables interaction with 0G.AI decentralized infrastructure including documenta…
|
F 30 5⁄5 | ||||||||
| 15256 |
Model Context Protocol (MCP) Server for reading from Google Drive and editing G…
|
F 30 5⁄5 | ||||||||
| 15257 |
An MCP server that plays local sound files on macOS using the afplay command, a…
|
F 30 5⁄4 | ||||||||
| 15258 |
An MCP server that provides semantic search capabilities by integrating with an…
|
F 30 5⁄5 | ||||||||
| 15259 |
A Python-based implementation of the Model Context Protocol that enables commun…
|
F 30 5⁄4 | ||||||||
| 15260 |
Make it easy for agents to build their context about your projects over time
T…
|
F 30 5⁄4 | ||||||||
| 15261 |
Search campgrounds around the world on campertunity, check availability, and pr…
|
F 30 5⁄5 | ||||||||
| 15262 |
A Model Context Protocol server that enables AI assistants to create images and…
|
F 30 5⁄5 | ||||||||
| 15263 |
Enables AI assistants to execute shell commands and manage long-running process…
|
F 30 5⁄4 | ||||||||
| 15264 |
Provides tools to summarize README files from local paths or public Git reposit…
|
F 30 5⁄5 | ||||||||
| 15265 |
Enables Claude Desktop to interact with MySQL databases through secure query ex…
|
F 30 5⁄5 | ||||||||
| 15266 |
An MCP server that provides access to the Kyoto Encyclopedia of Genes and Genom…
|
F 30 5⁄5 | ||||||||
| 15267 |
Your comprehensive AI companion for building modern Next.js applications with R…
|
F 30 6⁄6 | ||||||||
| 15268 |
Enables MCP clients to interact with Sally AI assistant using x402 blockchain-b…
|
F 30 5⁄5 | ||||||||
| 15269 |
The Model Context Protocol (MCP) server provides a conversational interface for…
|
F 30 5⁄5 | ||||||||
| 15270 |
Intentionally vulnerable Model Context Protocol (MCP) server designed for secur…
|
F 30 5⁄5 | ||||||||
| 15271 |
Enables users to create and interact with hand-drawn Excalidraw diagrams featur…
|
F 30 6⁄6 | ||||||||
| 15272 |
Get weather information from https://api.open-meteo.com API.
|
F 30 6⁄6 | ||||||||
| 15273 |
An MCP Server for Node.js API documentation
|
F 30 5⁄5 | ||||||||
| 15274 |
Exposes Vercel AI SDK Core capabilities (generateObject, generateText, streamTe…
|
F 30 5⁄5 | ||||||||
| 15275 |
The server facilitates access to Julia documentation and source code through Cl…
|
F 30 5⁄5 | ||||||||
| 15276 |
Provides AI-powered development tools including code generation, refactoring, d…
|
F 30 5⁄5 | ||||||||
| 15277 |
Enables access to StealthMole's threat intelligence API for searching and monit…
|
F 30 6⁄6 | ||||||||
| 15278 |
Facilitates controlling Apple Music on macOS via AppleScript through MCP comman…
|
F 30 5⁄4 | ||||||||
| 15279 |
Give your AI free will tools. A fun project to explore what an AI would do with…
|
F 30 5⁄4 | ||||||||
| 15280 |
A modular MCP server that provides tools for file operations, regex-based code …
|
F 30 5⁄4 | ||||||||
| 15281 |
Amazon MCP server to search & buy products using the L402
|
F 30 5⁄4 | ||||||||
| 15282 |
Enhance your applications with intelligent context-aware capabilities. Leverage…
|
F 30 5⁄4 | ||||||||
| 15283 |
Agent-to-agent referral network where AI agents discover, recommend, and refer …
|
F 30 6⁄6 | ||||||||
| 15284 |
Real-time screen analysis, context-aware recording, and UI monitoring MCP serve…
|
F 30 5⁄4 | ||||||||
| 15285 |
Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline an…
|
F 30 5⁄4 | ||||||||
| 15286 |
Integrates Google NotebookLM into Claude to allow users to manage notebooks, ad…
|
F 30 5⁄4 | ||||||||
| 15287 |
A Model Context Protocol server manager that acts as a proxy/multiplexer, enabl…
|
F 30 5⁄5 | ||||||||
| 15288 |
Offline access to TwitterAPI.io docs for AI assistants. 67 endpoints, 32 pages,…
|
F 30 5⁄4 | ||||||||
| 15289 |
Streamlines React Native CLI project upgrades by providing automated tools to g…
|
F 30 5⁄5 | ||||||||
| 15290 |
Provides read-only access to PostgreSQL databases, allowing LLMs to inspect tab…
|
F 30 5⁄5 | ||||||||
| 15291 |
AI-powered image and video generation and processing server that supports text-…
|
F 30 6⁄6 | ||||||||
| 15292 |
Enables AI assistants in IDEs to query custom documentation databases for more …
|
F 30 6⁄6 | ||||||||
| 15293 |
A MCP server providing real-time web search capabilities to any AI model.
|
F 30 5⁄4 | ||||||||
| 15294 |
An MCP server that enables AI clients to delegate tasks to autonomous developer…
|
F 30 5⁄5 | ||||||||
| 15295 |
Provides access to over 500 pre-configured YAML templates and guided workflows …
|
F 30 5⁄5 | ||||||||
| 15296 |
Qurio brings multi-provider models, custom agents, reusable skills, MCP servers…
|
F 30 5⁄4 | ||||||||
| 15297 |
An MCP server that automates the continuation of AI tasks by intercepting tool …
|
F 30 5⁄4 | ||||||||
| 15298 |
A production-ready unified entry point for AI agents that implements the Model …
|
F 30 5⁄5 | ||||||||
| 15299 |
A template for building MCP servers from OpenAPI specifications, enabling autom…
|
F 30 5⁄5 | ||||||||
| 15300 |
Interact with the Discord platform.
|
F 30 5⁄5 | ||||||||