MCP Server Quality Scores
Independent quality analysis of 33593 public MCP servers
Last updated 4 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 9401 |
Provides integration between Merge API and LLM providers supporting the MCP pro…
|
C 67 5⁄5 | ||||||||
| 9402 |
A high-performance server that provides clipboard access for AI assistants, spe…
|
C 67 5⁄4 | ||||||||
| 9403 |
Provides powerful JSON manipulation tools through Model Context Protocol, enabl…
|
C 67 5⁄5 | ||||||||
| 9404 |
Enables AI assistants to query and manage local PostgreSQL databases through SQ…
|
C 67 5⁄4 | ||||||||
| 9405 |
An MCP server that enables AI assistants to search and query your LaunchBox gam…
|
C 67 5⁄4 | ||||||||
| 9406 |
A Model Context Protocol server that enables AI assistants like Claude Desktop …
|
C 67 5⁄5 | ||||||||
| 9407 |
A starter template for building MCP servers with FastMCP, providing testing, li…
|
C 67 5⁄4 | ||||||||
| 9408 |
A Model Context Protocol server that enables AI tools to interact with TabNews,…
|
C 67 5⁄5 | ||||||||
| 9409 |
A Model Context Protocol server providing both read and write access to Postgre…
|
C 67 5⁄5 | ||||||||
| 9410 |
This package is intended for demonstration only. Maintained by JFrog Security.
|
C 67 5⁄4 | ||||||||
| 9411 |
MyPos MCP
Claim
A Model-Context-Protocol server that connects to MySQL or PostgreSQL databases,…
|
C 67 5⁄4 | ||||||||
| 9412 |
Weather MCP Server
Claim
Enables AI assistants to fetch current weather conditions and forecasts for any…
|
C 67 5⁄5 | ||||||||
| 9413 |
Enables users to view and edit Microsoft Loop pages as interactive markdown wid…
|
C 67 5⁄5 | ||||||||
| 9414 |
Remote MCP Server
Claim
Enables AI tools like Claude to interact with a remote machine's file system an…
|
C 67 5⁄5 | ||||||||
| 9415 |
Enables intelligent ingestion and querying of PDF, Markdown, and text files usi…
|
C 67 5⁄5 | ||||||||
| 9416 |
A remote MCP server built with Node.js and TypeScript that enables tool calls a…
|
C 67 5⁄5 | ||||||||
| 9417 |
An MCP server that provides document format conversion
|
C 67 5⁄4 | ||||||||
| 9418 |
An MCP server that enables interaction with development containers through the …
|
C 67 5⁄5 | ||||||||
| 9419 |
Enables search, exploration, and analysis of all QAnon posts for sociological s…
|
C 67 5⁄4 | ||||||||
| 9420 |
A connector enabling Claude Desktop or any MCP client to interact with Slack wo…
|
C 67 5⁄5 | ||||||||
| 9421 |
A Model Context Protocol server that enables AI assistants to interact with SQL…
|
C 67 5⁄5 | ||||||||
| 9422 |
A custom server with tools that enable AI agents to provision and terminate AWS…
|
C 67 5⁄5 | ||||||||
| 9423 |
SQLite MCP Server
Claim
A Python-based SQLite MCP server supporting database read/write operations with…
|
C 67 5⁄5 | ||||||||
| 9424 |
An MCP server that enables interaction with the YouTube Data API, allowing user…
|
C 67 5⁄5 | ||||||||
| 9425 |
A Model Context Protocol server that gives LLMs the ability to interact with Et…
|
C 67 5⁄5 | ||||||||
| 9426 |
Enables management of Minecraft servers through the MCSManager API. Supports ex…
|
C 67 5⁄5 | ||||||||
| 9427 |
Enables completely offline Wikipedia search through locally-indexed content usi…
|
C 67 5⁄4 | ||||||||
| 9428 |
Provides full-text search and retrieval tools for Apache Spark documentation us…
|
C 67 5⁄5 | ||||||||
| 9429 |
MCP Server TypeORM
Claim
A demonstration server that integrates Model Context Protocol (MCP) with TypeOR…
|
C 67 5⁄5 | ||||||||
| 9430 |
An AI-powered financial officer that makes autonomous trading decisions, provid…
|
C 67 5⁄5 | ||||||||
| 9431 |
Connects Blender to Claude AI through the Model Context Protocol, enabling AI-a…
|
C 67 5⁄4 | ||||||||
| 9432 |
An MCP server that provides tools to query and interact with MongoDB user colle…
|
C 67 5⁄4 | ||||||||
| 9433 |
Tangled MCP Server
Claim
Enables interaction with Tangled, a git collaboration platform built on AT Prot…
|
C 67 5⁄5 | ||||||||
| 9434 |
An MCP server that enables interaction with Datagouv APIs, primarily allowing u…
|
C 67 5⁄5 | ||||||||
| 9435 |
A Model Context Protocol (MCP) server that provides tools for fetching and anal…
|
C 67 5⁄4 | ||||||||
| 9436 |
Enables AI models to interact with Linear for issue tracking and project manage…
|
C 67 5⁄5 | ||||||||
| 9437 |
Integrate seamlessly with Prem AI's powerful features for chat completions and …
|
C 67 5⁄5 | ||||||||
| 9438 |
Provides access to classic DOS games like DOOM, Super Mario, Tetris, and Duke N…
|
C 67 5⁄5 | ||||||||
| 9439 |
Enables rapid analysis of landing pages for SEO compliance, conversion structur…
|
C 67 5⁄5 | ||||||||
| 9440 |
Enables browsing and playing media files from a local Movies directory through …
|
C 67 5⁄4 | ||||||||
| 9441 |
A server that enables AI assistants to interact with cancer genomics data from …
|
C 67 5⁄5 | ||||||||
| 9442 |
Provides technical analysis indicators like SMA, EMA, RSI, MACD, Bollinger Band…
|
C 67 5⁄5 | ||||||||
| 9443 |
RAG MCP Server
Claim
Enables Claude to perform retrieval-augmented generation using LangChain, Chrom…
|
C 67 5⁄4 | ||||||||
| 9444 |
Provides access to National Weather Service data, enabling users to retrieve re…
|
C 67 5⁄5 | ||||||||
| 9445 |
An MCP server implementation that integrates with Hyperliquid exchange, providi…
|
C 67 5⁄5 | ||||||||
| 9446 |
Launches multiple Browser-Use agents to automatically test websites for UI bugs…
|
C 67 5⁄4 | ||||||||
| 9447 |
Enables AI assistants to capture and analyze screenshots using Claude Vision AP…
|
C 67 5⁄5 | ||||||||
| 9448 |
Home Assistant MCP Server
|
C 67 5⁄5 | ||||||||
| 9449 |
An MCP server that provides code review functionality using OpenAI, Google, and…
|
C 67 5⁄5 | ||||||||
| 9450 |
A Model Context Protocol server for reading iMessage data from macOS.
|
C 67 5⁄4 | ||||||||