MCP Server Quality Scores
Independent quality analysis of 58295 public MCP servers
Last updated 18 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 7351 |
Internal data access API. Tools: get_users (user list with API keys), read_conf…
|
B 70 6⁄6 | ||||||||
| 7352 |
Provides comprehensive code analysis through three MCP servers: static analysis…
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B 70 5⁄5 | ||||||||
| 7353 |
Repo Docs MCP
Claim
A generic MCP server that exposes local repository checkouts, allowing users to…
|
B 70 5⁄4 | ||||||||
| 7354 |
An MCP server for navigating thought processes using branches, supporting thoug…
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B 70 5⁄5 | ||||||||
| 7355 |
Enables AI assistants to manage Google Cloud Dataproc clusters and jobs through…
|
B 70 5⁄5 | ||||||||
| 7356 |
Provides weather data using Open-Meteo API with support for current weather, 24…
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B 70 5⁄5 | ||||||||
| 7357 |
Enables e-commerce shop owners to query their business data using natural langu…
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B 70 5⁄5 | ||||||||
| 7358 |
A minimal demonstration of an MCP service and client that integrates with the q…
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B 70 5⁄5 | ||||||||
| 7359 |
MCP servers for quantitative trading: live trading signals, market data, NAV hi…
|
B 70 5⁄5 | ||||||||
| 7360 |
MCP Server for interacting with Android Devices.
|
B 70 5⁄4 | ||||||||
| 7361 |
Atlassian MCP Server
Claim
Enables AI assistants to interact with Jira by executing commands through the A…
|
B 70 5⁄4 | ||||||||
| 7362 |
HopperPyMCP
Claim
A FastMCP server plugin for the Hopper disassembler that enables AI assistants …
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B 70 5⁄4 | ||||||||
| 7363 |
|
B 70 5⁄4 | ||||||||
| 7364 |
Provides AI assistants with instant access to local Dash documentation docsets …
|
B 70 5⁄4 | ||||||||
| 7365 |
High-performance MCP server that enables generation of images and videos using …
|
B 70 5⁄5 | ||||||||
| 7366 |
Enables AI agents and assistants like Goose or Claude to interact with VS Code …
|
B 70 5⁄4 | ||||||||
| 7367 |
Prevents citation hallucination by verifying academic citations against CrossRe…
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B 70 5⁄5 | ||||||||
| 7368 |
Enables AI assistants to interact with Odoo databases via XML-RPC and JSON-RPC …
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B 70 5⁄5 | ||||||||
| 7369 |
MCP server for Blockchain Data. It provides access to Tatum's blockchain API ac…
|
B 70 5⁄5 | ||||||||
| 7370 |
MCP server for [Coda](https://coda.io/)
|
B 70 5⁄5 | ||||||||
| 7371 |
A versatile Model Context Protocol server that enables AI assistants to manage …
|
B 70 5⁄5 | ||||||||
| 7372 |
Enables AI assistants to solve CAPTCHAs using OCR text recognition, object dete…
|
B 70 5⁄5 | ||||||||
| 7373 |
FireMCP
Claim
Enables AI agents and LLMs to securely interact with Firestore databases throug…
|
B 70 5⁄5 | ||||||||
| 7374 |
lightcms
Claim
AI-native CMS with 72 MCP tools for managing websites through natural language.…
|
B 70 5⁄4 | ||||||||
| 7375 |
MCP server for intelligent subscription management with Gmail + MySQL integrati…
|
B 70 5⁄5 | ||||||||
| 7376 |
Adds persistent task management to AI coding assistants in IDEs, allowing them …
|
B 70 5⁄4 | ||||||||
| 7377 |
Automatically selects the optimal LLM model for each task in Cursor IDE by anal…
|
B 70 5⁄5 | ||||||||
| 7378 |
A Model Context Protocol server that connects MCP-compatible clients like Claud…
|
B 70 5⁄5 | ||||||||
| 7379 |
sports-mcp-server
Claim
|
B 70 5⁄5 | ||||||||
| 7380 |
Generates children's storybook illustrations in multiple art styles (3D cartoon…
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B 70 5⁄5 | ||||||||
| 7381 |
Enables Claude to function as a full-stack software engineer with comprehensive…
|
B 70 5⁄5 | ||||||||
| 7382 |
Connects AI assistants like Claude Desktop directly to MySQL databases, enablin…
|
B 70 5⁄5 | ||||||||
| 7383 |
Enables Claude to autonomously trade, analyze, and manage positions on Polymark…
|
B 70 5⁄5 | ||||||||
| 7384 |
Model Context Protocol (MCP) server that integrates Redash with AI assistants l…
|
B 70 5⁄5 | ||||||||
| 7385 |
Unofficial Powershell MCP server
|
B 70 5⁄4 | ||||||||
| 7386 |
A persistent semantic memory system for Claude Code that provides a structured,…
|
B 70 5⁄4 | ||||||||
| 7387 |
Enables searching and scraping of LinkedIn for structured data on people, compa…
|
B 70 5⁄5 | ||||||||
| 7388 |
Enables AI integration with TickTick to manage tasks, projects, and tags throug…
|
B 70 5⁄5 | ||||||||
| 7389 |
Enables real-time trading and market data access through TradeStation's API. Su…
|
B 70 5⁄5 | ||||||||
| 7390 |
Enables querying WSPR beacon data including live spots, band activity, top beac…
|
B 70 5⁄4 | ||||||||
| 7391 |
MCP Lottery Demo
Claim
Enables random selection tools including lottery drawing from option lists, dic…
|
B 70 5⁄5 | ||||||||
| 7392 |
MCP server that integrates with Shopify API, allowing Claude Desktop users to r…
|
B 70 5⁄5 | ||||||||
| 7393 |
Enables the validation and generation of Terraform Infrastructure as Code accor…
|
B 70 5⁄4 | ||||||||
| 7394 |
Enables AI assistants to send emails and SMS messages through the Unosend API. …
|
B 70 5⁄5 | ||||||||
| 7395 |
Enables interaction with Notion workspaces through the Notion API. Provides too…
|
B 70 5⁄5 | ||||||||
| 7396 |
Enables semantic search and discovery of free public APIs from an extensive cat…
|
B 70 5⁄5 | ||||||||
| 7397 |
Hierarchical markdown memory palace for AI agents — structured palace navigatio…
|
B 70 5⁄4 | ||||||||
| 7398 |
Enables content creators to manage, analyze, and publish Xiaohongshu (Little Re…
|
B 70 5⁄4 | ||||||||
| 7399 |
DeSo MCP Server
Claim
A comprehensive Model Context Protocol server that transforms Cursor's AI assis…
|
B 70 5⁄5 | ||||||||
| 7400 |
Provides access to the Finnish company registry (PRH/YTJ) to search for busines…
|
B 70 5⁄5 | ||||||||