MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 41 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 14851 |
An MCP Server for the Alpaca trading API to manage stock and crypto portfolios,…
|
F 30 5⁄5 | ||||||||
| 14852 |
An MCP server that provides real-time stock data, technical indicators, and fin…
|
F 30 5⁄5 | ||||||||
| 14853 |
Enables Claude to delegate coding tasks to local Ollama models, reducing API to…
|
F 30 5⁄4 | ||||||||
| 14854 |
A custom Model Context Protocol server that enables GitHub Copilot Agent to per…
|
F 30 5⁄4 | ||||||||
| 14855 |
A production-ready Python scaffold for building Model Context Protocol (MCP) se…
|
F 30 5⁄4 | ||||||||
| 14856 |
An AI-powered MCP server for analyzing Japanese legal contracts and identifying…
|
F 30 5⁄4 | ||||||||
| 14857 |
Provides OCR services powered by Google's Gemini API to extract text from image…
|
F 30 5⁄5 | ||||||||
| 14858 |
|
F 30 5⁄4 | ||||||||
| 14859 |
Make RSS 📰 great again with AI 🧠✨!! [作者新开的Gpt模型中转站 - 0.2 倍率, 0.2元当1刀花,比官方便宜35倍 …
|
F 30 5⁄4 | ||||||||
| 14860 |
A comprehensive MCP server that provides AI assistants with tools for file syst…
|
F 30 5⁄4 | ||||||||
| 14861 |
An MCP server that allows Claude and other LLMs to manage persistent memories a…
|
F 30 5⁄5 | ||||||||
| 14862 |
A Model Context Protocol server that provides Retrieval-Augmented Generation ca…
|
F 30 5⁄5 | ||||||||
| 14863 |
Enables AI assistants to control a Minecraft bot through natural language comma…
|
F 30 5⁄4 | ||||||||
| 14864 |
Generates images from text prompts using Google's Gemini AI models with customi…
|
F 30 5⁄5 | ||||||||
| 14865 |
Enables access to prompt templates managed in MLflow through Claude Desktop, al…
|
F 30 5⁄5 | ||||||||
| 14866 |
Provides access to over 600 AI models on fal.ai for generating and editing imag…
|
F 30 5⁄4 | ||||||||
| 14867 |
Enables AI assistants to read, search, and post poems on pplog via the Model Co…
|
F 30 5⁄4 | ||||||||
| 14868 |
Comprehensive Google Workspace MCP server with full support for Google Calendar…
|
F 30 5⁄5 | ||||||||
| 14869 |
An MCP server that enables AI to interact with the private 'my-design' React co…
|
F 30 5⁄5 | ||||||||
| 14870 |
Enables visual understanding and image description capabilities for iFlow CLI a…
|
F 30 5⁄5 | ||||||||
| 14871 |
Enables conversational interaction with Odoo to manage timesheets, expenses, co…
|
F 30 5⁄5 | ||||||||
| 14872 |
Trade bonding curve tokens on Base via Mint Club V2 — buy, sell, swap, create
|
F 30 5⁄4 | ||||||||
| 14873 |
Enables AI agents to interact with Windows operating systems through native UI …
|
F 30 5⁄4 | ||||||||
| 14874 |
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
|
F 30 5⁄4 | ||||||||
| 14875 |
Send emails directly from your applications using AWS SES. Integrate seamlessly…
|
F 30 5⁄5 | ||||||||
| 14876 |
Enables interaction with Slack channels including checking Xcode Cloud build st…
|
F 30 5⁄5 | ||||||||
| 14877 |
Official MCP server to interact with Docker Hub, providing access to repositori…
|
F 30 5⁄5 | ||||||||
| 14878 |
An MCP server that uses Claude 3.5 Sonnet to transform ordinary prompts into st…
|
F 30 5⁄5 | ||||||||
| 14879 |
An MCP server that enables LLMs to autonomously reverse engineer applications t…
|
F 30 5⁄4 | ||||||||
| 14880 |
Generate comprehensive, paint-by-numbers development plans using the [ClaudeCod…
|
F 30 6⁄6 | ||||||||
| 14881 |
Incident management, on-call scheduling, and intelligent analysis powered by Ro…
|
F 30 6⁄6 | ||||||||
| 14882 |
Enables secure interaction with kintone through OAuth authentication, supportin…
|
F 30 5⁄5 | ||||||||
| 14883 |
An MCP server that enables AI agents to play Pokémon games by providing a funct…
|
F 30 5⁄4 | ||||||||
| 14884 |
A powerful integration server that combines Netbox's network infrastructure man…
|
F 30 5⁄5 | ||||||||
| 14885 |
Enables interaction with Nullplatform's API endpoints for managing deployments,…
|
F 30 5⁄5 | ||||||||
| 14886 |
Provides a Qt-based graphical interface for AI tools like Cursor to facilitate …
|
F 30 5⁄4 | ||||||||
| 14887 |
Impact preview for AI agents - see what changes before any action executes.
|
F 30 5⁄4 | ||||||||
| 14888 |
Transform your terminal into an intelligent AI workspace with autonomous tool-c…
|
F 30 5⁄4 | ||||||||
| 14889 |
An MCP server for Tendem that enables users to complete tasks using a hybrid of…
|
F 30 5⁄5 | ||||||||
| 14890 |
A narrative graph engine that enables LLMs to generate, track, and mutate compl…
|
F 30 5⁄5 | ||||||||
| 14891 |
Connects Blender to Claude AI, enabling AI-assisted 3D modeling, scene creation…
|
F 30 5⁄4 | ||||||||
| 14892 |
Enables fetching and extracting web content as markdown using Firecrawl API, wi…
|
F 30 5⁄5 | ||||||||
| 14893 |
An example MCP server demonstrating how to create custom tools for LLMs like Cl…
|
F 30 5⁄4 | ||||||||
| 14894 |
A Node.js implementation for vector search using LanceDB and Ollama's embedding…
|
F 30 5⁄5 | ||||||||
| 14895 |
An MCP server that integrates with the Freqtrade cryptocurrency trading bot.
|
F 30 5⁄5 | ||||||||
| 14896 |
A specialized toolchain that guides AI agents through a structured 'Atomic Deve…
|
F 30 5⁄4 | ||||||||
| 14897 |
Enables integration of Semgrep in development environments via the MCP protocol…
|
F 30 5⁄5 | ||||||||
| 14898 |
Provides AI-powered assistance for coding problems using Google's Gemini AI, co…
|
F 30 5⁄5 | ||||||||
| 14899 |
Enables AI assistants to interact with the SciX (formerly NASA ADS) API to sear…
|
F 30 5⁄5 | ||||||||
| 14900 |
Enables querying an internal LightRAG knowledge base to retrieve technical docu…
|
F 30 5⁄5 | ||||||||