MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 8501 |
Enables comprehensive content analysis through web scraping, document processin…
|
C 69 5⁄5 | ||||||||
| 8502 |
Trade Indian stocks on Zerodha Kite via natural conversation. 14 tools for hold…
|
C 69 5⁄5 | ||||||||
| 8503 |
小智 & Cursor 的 MCP 启动器 - MCP For Cursor&xiaozhi。打包成可执行文件。Turn MCP server into an…
|
C 69 5⁄5 | ||||||||
| 8504 |
Aster Finance MCP Server
Claim
Enables AI agents to interact with the Aster Finance Futures API for cryptocurr…
|
C 69 5⁄5 | ||||||||
| 8505 |
Joomla MCP Server
|
C 69 5⁄5 | ||||||||
| 8506 |
Enables secure file uploads to Amazon S3 with progress tracking and presigned U…
|
C 69 5⁄5 | ||||||||
| 8507 |
Enables robots to store, retrieve, and consolidate episodic experiences includi…
|
C 69 5⁄4 | ||||||||
| 8508 |
Build MCP Server
Claim
Enables AI assistants to manage development workflows by running build commands…
|
C 69 5⁄5 | ||||||||
| 8509 |
A production-ready Python MCP server providing tools for fetching live weather …
|
C 69 5⁄4 | ||||||||
| 8510 |
A mixture-of-experts visual question-answering server that enables visual groun…
|
C 69 5⁄5 | ||||||||
| 8511 |
Advanced search and retrieval for web crawler data. Supports WARC, wget, Katana…
|
C 69 5⁄4 | ||||||||
| 8512 |
Bar Assistant MCP Server
Claim
Enables intelligent cocktail discovery and recipe retrieval from Bar Assistant …
|
C 69 5⁄5 | ||||||||
| 8513 |
A Model Context Protocol server that connects to AppSignal, allowing users to f…
|
C 69 5⁄5 | ||||||||
| 8514 |
A multi-role AI discussion system that enables users to manage diverse AI perso…
|
C 69 5⁄5 | ||||||||
| 8515 |
A MCP server for taking screenshots of webpages to use as feedback during UI de…
|
C 69 5⁄4 | ||||||||
| 8516 |
Enables comprehensive Microsoft To Do task management through Microsoft Graph A…
|
C 69 5⁄5 | ||||||||
| 8517 |
A Model Context Protocol server implementation that enables LLMs to query and m…
|
C 69 5⁄5 | ||||||||
| 8518 |
Enables Claude to interact with Snowflake data warehouses through natural langu…
|
C 69 5⁄5 | ||||||||
| 8519 |
Interact with FTP servers seamlessly. List directories, upload and download fil…
|
C 69 5⁄5 | ||||||||
| 8520 |
Enables loading and statistical analysis of .xlsx and .csv files with visualiza…
|
C 69 5⁄4 | ||||||||
| 8521 |
Databricks MCP Server
Claim
A server that provides tools to interact with Databricks for cluster, job, note…
|
C 69 5⁄4 | ||||||||
| 8522 |
Provides read-only access to native macOS system utilities including disk manag…
|
C 69 5⁄5 | ||||||||
| 8523 |
Create and manage n8n workflows programmatically.
|
C 69 5⁄5 | ||||||||
| 8524 |
Enables integration with ClickUp's task management platform, allowing users to …
|
C 69 5⁄5 | ||||||||
| 8525 |
Enables AI assistants to search and query Lucene/NRTSearch indexes using natura…
|
C 69 5⁄5 | ||||||||
| 8526 |
JumpCloud MCP Server
Claim
Enables natural language interaction with JumpCloud environments to query users…
|
C 69 5⁄5 | ||||||||
| 8527 |
MCP Server for use with Monarch Money
|
C 69 5⁄5 | ||||||||
| 8528 |
Security MCP Server
Claim
Provides AI agents like Claude with secure, controlled access to network securi…
|
C 69 5⁄5 | ||||||||
| 8529 |
An MCP server that integrates Codex CLI into Claude Code workflows for code wri…
|
C 69 5⁄4 | ||||||||
| 8530 |
A server implementation that provides Claude AI with the ability to interact wi…
|
C 69 5⁄5 | ||||||||
| 8531 |
Enables users to search for movies and retrieve showtimes from Allociné, includ…
|
C 69 5⁄5 | ||||||||
| 8532 |
Enables intelligent web searching using SearXNG with content crawling via Creep…
|
C 69 5⁄5 | ||||||||
| 8533 |
Compose and send emails directly from your LLM applications without the hassle …
|
C 69 5⁄4 | ||||||||
| 8534 |
Enables interaction with decentralized exchanges (DEXs) through OpenOcean, allo…
|
C 69 5⁄5 | ||||||||
| 8535 |
A package that connects Claude Desktop and other MCP clients to Cloudflare Work…
|
C 69 5⁄5 | ||||||||
| 8536 |
Check domain availability across 500+ TLDs. Single and bulk checks with UI.
|
C 69 5⁄4 | ||||||||
| 8537 |
mcp-starter is a secure, starter framework for building MCP servers with JWT-ba…
|
C 69 5⁄5 | ||||||||
| 8538 |
A full-stack template for building Model Context Protocol (MCP) servers with a …
|
C 69 5⁄5 | ||||||||
| 8539 |
Intelligent LLM orchestrator that automatically routes tasks to the most approp…
|
C 69 5⁄5 | ||||||||
| 8540 |
MCP server for WordPress. Manage posts, users, comments, terms, metadata, and s…
|
C 69 5⁄4 | ||||||||
| 8541 |
MCP HTTP Server Demo
Claim
A minimal Model Context Protocol (MCP) server that uses streamable HTTP transpo…
|
C 69 5⁄5 | ||||||||
| 8542 |
Provides tools for interacting with the Steam Web API to access player profiles…
|
C 69 5⁄5 | ||||||||
| 8543 |
gmail-mcp
Claim
|
C 69 5⁄4 | ||||||||
| 8544 |
MCP Docker Hub Server
Claim
Enables interaction with Docker Hub through Claude to search images, get image …
|
C 68 5⁄5 | ||||||||
| 8545 |
🔐 Plug-and-play auth for Python MCP servers.
|
C 68 6⁄4 | ||||||||
| 8546 |
A Model Context Protocol server that connects Claude and other AI assistants to…
|
C 68 5⁄5 | ||||||||
| 8547 |
Gives Goose/Cursor access to your iOS/macOS project index through the Model Con…
|
C 68 5⁄4 | ||||||||
| 8548 |
Magic: The Gathering card search, combo lookup, draft analytics, and Commander …
|
C 68 5⁄5 | ||||||||
| 8549 |
A foundational implementation of a Model Context Protocol (MCP) server designed…
|
C 68 4⁄4 | ||||||||
| 8550 |
An MCP server that enables reading, writing, and searching documents in Outline…
|
C 68 5⁄5 | ||||||||