MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 2 hours, 9 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 14801 |
An extended MCP server for managing code snippets, performing code analysis, an…
|
D 40 6⁄6 | ||||||||
| 14802 |
A Model Context Protocol server implementation that integrates with KeywordsPeo…
|
F 38 6⁄6 | ||||||||
| 14803 |
Add two numbers instantly and generate friendly greetings on demand. Speed up q…
|
F 37 6⁄6 | ||||||||
| 14804 |
GitHub Remote MCP Server
Claim
A cloud platform for registering and using remote tools with GitHub's MCP servi…
|
F 37 6⁄6 | ||||||||
| 14805 |
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
|
F 30 6⁄4 | ||||||||
| 14806 |
Scaffold production-ready MCP servers in seconds
|
F 30 5⁄4 | ||||||||
| 14807 |
AI-powered SEO and AEO audit for websites
|
F 30 5⁄4 | ||||||||
| 14808 |
Enables management of Sprite VMs through interactive dashboards and terminal in…
|
F 30 6⁄6 | ||||||||
| 14809 |
Gives AI agents direct access to your Arcate product discovery workspace to rea…
|
F 30 5⁄5 | ||||||||
| 14810 |
Bridges Claude Desktop with Claude Code CLI to delegate complex coding tasks li…
|
F 30 5⁄4 | ||||||||
| 14811 |
An MCP server that provides access to Tekuila restaurant menus with AI-powered …
|
F 30 5⁄5 | ||||||||
| 14812 |
Code intelligence MCP server — 80+ tools for navigation, impact analysis, and a…
|
F 30 5⁄4 | ||||||||
| 14813 |
A professional tool for automatically generating enterprise-standard tracking c…
|
F 30 5⁄4 | ||||||||
| 14814 |
A server that enhances Claude's reasoning capabilities by integrating DeepSeek …
|
F 30 5⁄5 | ||||||||
| 14815 |
Connects AI agents to Accord chat server instances via the Model Context Protoc…
|
F 30 5⁄4 | ||||||||
| 14816 |
Enables AI assistants to control a Minecraft bot through natural language comma…
|
F 30 5⁄4 | ||||||||
| 14817 |
A lightweight Python-based server designed to run, manage and create CrewAI wor…
|
F 30 5⁄4 | ||||||||
| 14818 |
Facilitates interaction with AWS Bedrock-enabled tools by implementing Anthropi…
|
F 30 5⁄5 | ||||||||
| 14819 |
IP Geolocation MCP server using IP2Location.io API to ease the query of geoloca…
|
F 30 5⁄5 | ||||||||
| 14820 |
A Simple Model Context Protocol server that enables AI assistants to interact w…
|
F 30 5⁄5 | ||||||||
| 14821 |
# Stop Building Features Based on Assumptions
**Spec Iterator** conducts stru…
|
F 30 5⁄4 | ||||||||
| 14822 |
A universal MCP server for document processing, conversion, and automation. Han…
|
F 30 5⁄5 | ||||||||
| 14823 |
Enables text-to-speech functionality on macOS using the say command, offering e…
|
F 30 5⁄4 | ||||||||
| 14824 |
A tool-augmented LLM system for the full PDDL planning pipeline, improving reli…
|
F 30 5⁄4 | ||||||||
| 14825 |
Provides tools to retrieve information about current and upcoming free games on…
|
F 30 5⁄5 | ||||||||
| 14826 |
A standalone MCP server generated from an OpenAPI specification that exposes Pe…
|
F 30 5⁄5 | ||||||||
| 14827 |
Record and share your AI-driven development journey. Auto-saves project milesto…
|
F 30 5⁄4 | ||||||||
| 14828 |
Enables access to Jiminny sales call transcripts, AI-generated summaries, and a…
|
F 30 5⁄5 | ||||||||
| 14829 |
An MCP server that gives Claude Desktop complete intelligence about any public …
|
F 30 5⁄5 | ||||||||
| 14830 |
Enables Claude to render interactive, real-time spreadsheets with streaming cel…
|
F 30 5⁄5 | ||||||||
| 14831 |
A state-based agent orchestration system that allows transitions between differ…
|
F 30 5⁄4 | ||||||||
| 14832 |
MCP server for AI agent for cybersecurity: automate assessment of documents, qu…
|
F 30 5⁄5 | ||||||||
| 14833 |
A Python MCP server that allows programmatic interaction to find torrents progr…
|
F 30 5⁄4 | ||||||||
| 14834 |
Predict anything with Chronulus AI forecasting and prediction agents.
|
F 30 5⁄5 | ||||||||
| 14835 |
A Python-based MCP server that integrates OpenAPI-described REST APIs into MCP …
|
F 30 5⁄5 | ||||||||
| 14836 |
test
|
F 30 5⁄5 | ||||||||
| 14837 |
A Model Context Protocol server that enables collaborative debates between mult…
|
F 30 5⁄5 | ||||||||
| 14838 |
Full-resolution vision for LLMs. Tiles large images and captures web pages via …
|
F 30 5⁄4 | ||||||||
| 14839 |
Enables AI assistants and automation tools to interact with Trello boards, list…
|
F 30 5⁄5 | ||||||||
| 14840 |
MCP GPT Image 1
|
F 30 5⁄5 | ||||||||
| 14841 |
Local memory infrastructure for AI agents. Store knowledge and skills in isolat…
|
F 30 5⁄4 | ||||||||
| 14842 |
A Model Context Protocol server that transforms text into structured JSON data …
|
F 30 5⁄4 | ||||||||
| 14843 |
Spec-driven Go MCP server template for building domain MCPs with AI-agent onboa…
|
F 30 5⁄4 | ||||||||
| 14844 |
Send requests to OpenAI, MistralAI, Anthropic, xAI, Google AI or DeepSeek using…
|
F 30 5⁄5 | ||||||||
| 14845 |
Provides a Model Context Protocol server that enables large language models to …
|
F 30 5⁄5 | ||||||||
| 14846 |
Exposes Google Gemini's Nano Banana image generation models to Claude, enabling…
|
F 30 5⁄5 | ||||||||
| 14847 |
CAD MCP Server
|
F 30 5⁄4 | ||||||||
| 14848 |
Automates Notion task workflows with AI-powered tag processing, enabling Claude…
|
F 30 5⁄5 | ||||||||
| 14849 |
A FastMCP server providing session-based memory and dynamic authentication usin…
|
F 30 5⁄5 | ||||||||
| 14850 |
An MCP server that enables sending Markdown-formatted notifications to Microsof…
|
F 30 5⁄5 | ||||||||