MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 2 hours, 47 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15751 |
A template for deploying MCP servers on Cloudflare Workers with OAuth authentic…
|
F 30 5⁄5 | ||||||||
| 15752 |
Enables integration of Semgrep in development environments via the MCP protocol…
|
F 30 5⁄5 | ||||||||
| 15753 |
A Node.js MCP server that loads and manages decision trees from .rtdq files and…
|
F 30 5⁄5 | ||||||||
| 15754 |
A specialized toolchain that guides AI agents through a structured 'Atomic Deve…
|
F 30 5⁄4 | ||||||||
| 15755 |
An MCP server that integrates with the Freqtrade cryptocurrency trading bot.
|
F 30 5⁄5 | ||||||||
| 15756 |
Enables management of Sprite VMs through interactive dashboards and terminal in…
|
F 30 6⁄6 | ||||||||
| 15757 |
An AI-agent-first framework for building MCP servers that deliver interactive R…
|
F 30 5⁄5 | ||||||||
| 15758 |
Once configured, you can use natural language commands like:
"Search for faile…
|
F 30 5⁄5 | ||||||||
| 15759 |
An MCP server that enables local AI models to receive guidance from remote 'sen…
|
F 30 5⁄5 | ||||||||
| 15760 |
An MCP server that enables AI agents to play Pokémon games by providing a funct…
|
F 30 5⁄4 | ||||||||
| 15761 |
Enables interaction with Nullplatform's API endpoints for managing deployments,…
|
F 30 5⁄5 | ||||||||
| 15762 |
A server that enhances Claude's reasoning capabilities by integrating DeepSeek …
|
F 30 5⁄5 | ||||||||
| 15763 |
Enables conversational interaction with Odoo to manage timesheets, expenses, co…
|
F 30 5⁄5 | ||||||||
| 15764 |
Enables visual understanding and image description capabilities for iFlow CLI a…
|
F 30 5⁄5 | ||||||||
| 15765 |
Provides access to over 600 AI models on fal.ai for generating and editing imag…
|
F 30 5⁄4 | ||||||||
| 15766 |
AI Agents framework with 64+ built-in tools for search, memory, workflows, code…
|
F 30 5⁄4 | ||||||||
| 15767 |
A Model Context Protocol server that provides Retrieval-Augmented Generation ca…
|
F 30 5⁄5 | ||||||||
| 15768 |
Provides OCR services powered by Google's Gemini API to extract text from image…
|
F 30 5⁄5 | ||||||||
| 15769 |
An AI-powered MCP server for analyzing Japanese legal contracts and identifying…
|
F 30 5⁄4 | ||||||||
| 15770 |
A production-ready Python scaffold for building Model Context Protocol (MCP) se…
|
F 30 5⁄4 | ||||||||
| 15771 |
A Model Context Protocol server that enables AI assistants to interact with iTe…
|
F 30 5⁄4 | ||||||||
| 15772 |
Provides AI agents with seamless access to Filecoin's decentralized storage net…
|
F 30 5⁄5 | ||||||||
| 15773 |
A FastMCP server providing real-time weather, news retrieval, and local note ma…
|
F 30 5⁄5 | ||||||||
| 15774 |
Wraps the cursor-agent CLI to provide cost-effective tools for repository analy…
|
F 30 5⁄4 | ||||||||
| 15775 |
An MCP server implementation that maximizes Gemini's 2M token context window wi…
|
F 30 5⁄5 | ||||||||
| 15776 |
Enables LLMs to retrieve 24-hour weather forecasts and city information through…
|
F 30 5⁄5 | ||||||||
| 15777 |
Enables interaction with Amazon services through AI assistants, allowing users …
|
F 30 5⁄5 | ||||||||
| 15778 |
An AI-powered tool that transforms natural language specifications into structu…
|
F 30 6⁄6 | ||||||||
| 15779 |
An MCP server that interfaces with the Rewind.ai SQLite database to provide acc…
|
F 30 5⁄4 | ||||||||
| 15780 |
Enables interaction with 0G.AI decentralized infrastructure including documenta…
|
F 30 5⁄5 | ||||||||
| 15781 |
An MCP server that provides semantic search capabilities by integrating with an…
|
F 30 5⁄5 | ||||||||
| 15782 |
A Python-based implementation of the Model Context Protocol that enables commun…
|
F 30 5⁄4 | ||||||||
| 15783 |
Make it easy for agents to build their context about your projects over time
T…
|
F 30 5⁄4 | ||||||||
| 15784 |
A Model Context Protocol server that enables generating and executing Elisp cod…
|
F 30 5⁄4 | ||||||||
| 15785 |
Bridges locally installed Raycast extensions to any MCP-compatible client via s…
|
F 30 5⁄5 | ||||||||
| 15786 |
Search campgrounds around the world on campertunity, check availability, and pr…
|
F 30 5⁄5 | ||||||||
| 15787 |
A Model Context Protocol server that enables AI assistants to create images and…
|
F 30 5⁄5 | ||||||||
| 15788 |
An MCP server that provides access to the Kyoto Encyclopedia of Genes and Genom…
|
F 30 5⁄5 | ||||||||
| 15789 |
A Model Context Protocol server that enables AI agents to join and interact wit…
|
F 30 5⁄5 | ||||||||
| 15790 |
Your comprehensive AI companion for building modern Next.js applications with R…
|
F 30 6⁄6 | ||||||||
| 15791 |
Enables MCP clients to interact with Sally AI assistant using x402 blockchain-b…
|
F 30 5⁄5 | ||||||||
| 15792 |
The Model Context Protocol (MCP) server provides a conversational interface for…
|
F 30 5⁄5 | ||||||||
| 15793 |
Intentionally vulnerable Model Context Protocol (MCP) server designed for secur…
|
F 30 5⁄5 | ||||||||
| 15794 |
A complete todo management system with authentication and billing that enables …
|
F 30 5⁄5 | ||||||||
| 15795 |
Enables users to create and interact with hand-drawn Excalidraw diagrams featur…
|
F 30 6⁄6 | ||||||||
| 15796 |
Get weather information from https://api.open-meteo.com API.
|
F 30 6⁄6 | ||||||||
| 15797 |
A powerful integration server that combines Netbox's network infrastructure man…
|
F 30 5⁄5 | ||||||||
| 15798 |
An MCP server that enables users to review and refine AI outputs through a loca…
|
F 30 5⁄4 | ||||||||
| 15799 |
Enables Claude Code to perform programmatic tool calling by executing Python sc…
|
F 30 5⁄5 | ||||||||
| 15800 |
Provides AI-powered development tools including code generation, refactoring, d…
|
F 30 5⁄5 | ||||||||