MCP Server Quality Scores
Independent quality analysis of 69153 public MCP servers
Last updated 1 hour, 34 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 14851 |
Provides mathematical calculation tools including basic operations, expressions…
|
F 30 5⁄5 | ||||||||
| 14852 |
A lightweight MCP server that enables database access and querying through ODBC…
|
F 30 5⁄4 | ||||||||
| 14853 |
Enables AI models to interactively prompt users for input or clarification dire…
|
F 30 5⁄5 | ||||||||
| 14854 |
Enables real-time voice-to-text order processing and chicken business managemen…
|
F 30 5⁄5 | ||||||||
| 14855 |
An AI-powered crypto trading MCP server providing technical analysis, market se…
|
F 30 6⁄6 | ||||||||
| 14856 |
Connects to Obsidian vaults via the Local REST API plugin, enabling AI-assisted…
|
F 30 5⁄4 | ||||||||
| 14857 |
MCP Server for the Peacock extension for VS Code (https://peacockcode.dev), col…
|
F 30 5⁄5 | ||||||||
| 14858 |
Enables automated README file management for development projects through MCP t…
|
F 30 5⁄5 | ||||||||
| 14859 |
Enables AI assistants to control a Minecraft bot through natural language comma…
|
F 30 5⁄4 | ||||||||
| 14860 |
lunar-mcp is a Go-based MCP server that provides 28+ tools for Chinese traditio…
|
F 30 5⁄4 | ||||||||
| 14861 |
|
F 30 5⁄4 | ||||||||
| 14862 |
Enables AI agents to generate professional Word and PDF documents with support …
|
F 30 5⁄5 | ||||||||
| 14863 |
Intent-based project documentation server that automatically maps natural langu…
|
F 30 5⁄5 | ||||||||
| 14864 |
Self-improving tool discovery: searches registries, installs MCP servers as sub…
|
F 30 5⁄4 | ||||||||
| 14865 |
Reddit integration to analyze content on WallStreetBets community
|
F 30 5⁄5 | ||||||||
| 14866 |
Enables integration of Semgrep in development environments via the MCP protocol…
|
F 30 5⁄5 | ||||||||
| 14867 |
An intelligent MCP server that automatically generates Conventional Commits sty…
|
F 30 5⁄5 | ||||||||
| 14868 |
Email discovery, verification, and enrichment tools. Find email addresses, veri…
|
F 30 5⁄5 | ||||||||
| 14869 |
A Model Context Protocol (MCP) compliant server designed for comprehensive web …
|
F 30 5⁄5 | ||||||||
| 14870 |
Enables interaction with Brain service for thought management, including saving…
|
F 30 5⁄5 | ||||||||
| 14871 |
masking posts and getting account info on x.
|
F 30 5⁄4 | ||||||||
| 14872 |
AI-powered image and video generation and processing server that supports text-…
|
F 30 6⁄6 | ||||||||
| 14873 |
Allows AI assistants to access and analyze your Cursor conversation history, en…
|
F 30 5⁄4 | ||||||||
| 14874 |
A server based on Model Context Protocol that provides predefined prompt templa…
|
F 30 6⁄6 | ||||||||
| 14875 |
Connects MCP clients to the 638Labs registry to discover, route, and auction ta…
|
F 30 5⁄5 | ||||||||
| 14876 |
Unofficial MCP server for searching and retrieving scientific data from the Cat…
|
F 30 5⁄4 | ||||||||
| 14877 |
A reference implementation of a Model Context Protocol server that demonstrates…
|
F 30 5⁄4 | ||||||||
| 14878 |
Fetches GitHub PR and issue data server-side and combines it with a documentati…
|
F 30 5⁄5 | ||||||||
| 14879 |
A research proxy that lets Claude, Cursor, and other MCP clients utilize Gemini…
|
F 30 5⁄4 | ||||||||
| 14880 |
A template project for building custom MCP servers that enables direct access t…
|
F 30 5⁄5 | ||||||||
| 14881 |
Zero-dependency MCP memory server. Single binary, 100% local, no Docker.
|
F 30 5⁄4 | ||||||||
| 14882 |
A Python tool that automatically converts OpenAPI(Swagger, ETAPI) compatible sp…
|
F 30 5⁄4 | ||||||||
| 14883 |
Enables Claude to collect and search for product feedback directly from Slack w…
|
F 30 5⁄5 | ||||||||
| 14884 |
Access a versatile collection of tools for media generation, web scraping, and …
|
F 30 6⁄6 | ||||||||
| 14885 |
A Model Context Protocol server that provides access to Kuzu databases. This se…
|
F 30 5⁄5 | ||||||||
| 14886 |
Enables LLMs to host and play Situation Puzzle (海龟汤) games where users solve my…
|
F 30 5⁄4 | ||||||||
| 14887 |
An advanced Model Context Protocol server that integrates real-time weather dat…
|
F 30 5⁄5 | ||||||||
| 14888 |
Turn a web service into an MCP server without code changes.
|
F 30 5⁄5 | ||||||||
| 14889 |
MCP server for AI agent for cybersecurity: automate assessment of documents, qu…
|
F 30 5⁄5 | ||||||||
| 14890 |
A server tool for running Deep Learning models that offers Shell execution, Ngr…
|
F 30 5⁄5 | ||||||||
| 14891 |
A Model Context Protocol (MCP) server that provides a reflect tool, enabling LL…
|
F 30 5⁄5 | ||||||||
| 14892 |
Search campgrounds around the world on campertunity, check availability, and pr…
|
F 30 5⁄5 | ||||||||
| 14893 |
Converts images, PDFs, Word documents, and Excel spreadsheets to structured mar…
|
F 30 5⁄5 | ||||||||
| 14894 |
A Model Context Protocol server that enhances LLM capabilities by connecting to…
|
F 30 5⁄5 | ||||||||
| 14895 |
Enables AI assistants to analyze B2C Gold IRA sales call transcripts through 6 …
|
F 30 5⁄5 | ||||||||
| 14896 |
Conversational recon interface and MCP server powered by httpx and asnmap. Supp…
|
F 30 5⁄4 | ||||||||
| 14897 |
MCP Server for Membrane
|
F 30 5⁄5 | ||||||||
| 14898 |
An MCP server implementation that leverages Google's Gemini API to provide anal…
|
F 30 5⁄5 | ||||||||
| 14899 |
An MCP server for macOS that enables AI agents to control the desktop GUI throu…
|
F 30 5⁄4 | ||||||||
| 14900 |
Enables users to analyze local Excel and CSV files through natural language que…
|
F 30 5⁄4 | ||||||||