MCP Server Quality Scores
Independent quality analysis of 33379 public MCP servers
Last updated 1 hour, 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15851 |
An MCP server that connects to a Swagger specification and helps an AI to build…
|
F 30 5⁄4 | ||||||||
| 15852 |
Provides static code analysis for enterprise-scale Haskell codebases with 40+ c…
|
F 30 5⁄5 | ||||||||
| 15853 |
Enables Claude to perform hybrid search across local documents by combining sem…
|
F 30 5⁄5 | ||||||||
| 15854 |
Exposes Google Gemini's Nano Banana image generation models to Claude, enabling…
|
F 30 5⁄5 | ||||||||
| 15855 |
Trade bonding curve tokens on Base via Mint Club V2 — buy, sell, swap, create
|
F 30 5⁄4 | ||||||||
| 15856 |
Enables interaction with the Xero Accounting API to manage contacts, invoices, …
|
F 30 5⁄5 | ||||||||
| 15857 |
MCP server for a queryable database for aging and longevity research from the O…
|
F 30 5⁄5 | ||||||||
| 15858 |
Enables AI models to find the best online deals by browsing and interacting wit…
|
F 30 5⁄5 | ||||||||
| 15859 |
Enables AI assistants and automation tools to interact with Trello boards, list…
|
F 30 5⁄5 | ||||||||
| 15860 |
Fetches web page content, converts it to Markdown, and optionally processes it …
|
F 30 5⁄5 | ||||||||
| 15861 |
A Python-based MCP server that crawls websites to extract and save content as m…
|
F 30 5⁄5 | ||||||||
| 15862 |
A reference MCP server for Cloudflare Workers that provides remote connection s…
|
F 30 5⁄5 | ||||||||
| 15863 |
A server that enables seamless integration with Yango Tech e-commerce platform …
|
F 30 5⁄5 | ||||||||
| 15864 |
A behavioral intelligence server that detects a user's unique interaction style…
|
F 30 5⁄4 | ||||||||
| 15865 |
Official MCP server to interact with Docker Hub, providing access to repositori…
|
F 30 5⁄5 | ||||||||
| 15866 |
Enables AI assistants to interact with MikroTik RouterOS devices through API an…
|
F 30 5⁄5 | ||||||||
| 15867 |
The Model Context Protocol (MCP) server provides a conversational interface for…
|
F 30 5⁄5 | ||||||||
| 15868 |
A high-performance MCP server that enables AI assistants to safely interact wit…
|
F 30 5⁄5 | ||||||||
| 15869 |
Enables AI assistants to interact with Spec Kit templates and workflows for man…
|
F 30 5⁄4 | ||||||||
| 15870 |
A state-based agent orchestration system that allows transitions between differ…
|
F 30 5⁄4 | ||||||||
| 15871 |
Enables automated collection and AI-powered filtering of public QQ channel post…
|
F 30 5⁄5 | ||||||||
| 15872 |
A comprehensive Model Context Protocol server that provides advanced Node.js de…
|
F 30 5⁄5 | ||||||||
| 15873 |
A custom Model Context Protocol server that enables GitHub Copilot Agent to per…
|
F 30 5⁄4 | ||||||||
| 15874 |
Provides advanced image analysis capabilities including object recognition, OCR…
|
F 30 5⁄5 | ||||||||
| 15875 |
Connects Blender to Claude AI, enabling AI-assisted 3D modeling, scene creation…
|
F 30 5⁄4 | ||||||||
| 15876 |
A server that integrates Flux's advanced image generation and manipulation feat…
|
F 30 5⁄5 | ||||||||
| 15877 |
Enables management of retail e-commerce products with CRUD operations, AI-power…
|
F 30 5⁄5 | ||||||||
| 15878 |
Make it easy for agents to build their context about your projects over time
T…
|
F 30 5⁄4 | ||||||||
| 15879 |
Talk with your AWS using Claude. Model Context Protocol (MCP) server for AWS. B…
|
F 30 5⁄4 | ||||||||
| 15880 |
Generate friendly, personalized greetings by name. Toggle Pirate Mode for swash…
|
F 30 5⁄4 | ||||||||
| 15881 |
A global framework for creating reusable command shortcuts and slash commands t…
|
F 30 5⁄4 | ||||||||
| 15882 |
MCP Gateway and Registry
|
F 30 5⁄4 | ||||||||
| 15883 |
MCP relay server for Claude Desktop <-> Claude Code communication
|
F 30 5⁄4 | ||||||||
| 15884 |
The Loss-Prevention Friction Engine for Founders. An AI-powered MCP server that…
|
F 30 6⁄6 | ||||||||
| 15885 |
Connects the Pipedrive API v2 to LLM applications, providing read-only access t…
|
F 30 5⁄5 | ||||||||
| 15886 |
Provides tools for automated company research, competitor identification, and b…
|
F 30 5⁄5 | ||||||||
| 15887 |
MCP server to give new instructions to agent while its working. It uses the get…
|
F 30 5⁄5 | ||||||||
| 15888 |
Accesses the doppelgangers.ai Social Media Context API to provide contextualize…
|
F 30 5⁄5 | ||||||||
| 15889 |
Enables LLMs to organize and manage Windows file systems with intelligent file …
|
F 30 5⁄4 | ||||||||
| 15890 |
Enables HTTP Request Smuggling vulnerability scanning by wrapping the Smuggler …
|
F 30 5⁄5 | ||||||||
| 15891 |
Enables AI assistants to send text notifications with titles, messages, signatu…
|
F 30 5⁄5 | ||||||||
| 15892 |
A modular MCP server that provides tools for file operations, regex-based code …
|
F 30 5⁄4 | ||||||||
| 15893 |
A secure, tunnel-native database bridge for AI agents. Connects localhost & on-…
|
F 30 5⁄5 | ||||||||
| 15894 |
A joke/demo Model Context Protocol server that injects cringe-worthy advertisem…
|
F 30 5⁄5 | ||||||||
| 15895 |
Provides a structured documentation system for context preservation in AI assis…
|
F 30 5⁄5 | ||||||||
| 15896 |
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
|
F 30 5⁄4 | ||||||||
| 15897 |
A Model Context Protocol server enabling AI assistants to interact with Kong Ko…
|
F 30 5⁄5 | ||||||||
| 15898 |
Locust MCP Server for performance testing
|
F 30 5⁄4 | ||||||||
| 15899 |
Scaffold production-ready MCP servers in seconds
|
F 30 5⁄4 | ||||||||
| 15900 |
A Model Context Protocol server for accessing Confluence API using Personal Acc…
|
F 30 5⁄5 | ||||||||