MCP Server Quality Scores
Independent quality analysis of 33842 public MCP servers
Last updated 2 hours, 34 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15751 |
HTTP-4-MCP configuration tool allows you to easily convert HTTP API into MCP to…
|
F 30 5⁄5 | ||||||||
| 15752 |
Expose Gemini CLI functionalities as MCP-compliant tools to enable AI agents to…
|
F 30 5⁄4 | ||||||||
| 15753 |
A Simple Model Context Protocol server that enables AI assistants to interact w…
|
F 30 5⁄5 | ||||||||
| 15754 |
Enables AI assistants to read, search, and analyze local file systems with tool…
|
F 30 5⁄4 | ||||||||
| 15755 |
Tracks and manages code changes from Git repositories, generates documentation …
|
F 30 5⁄5 | ||||||||
| 15756 |
Enables LLMs to host and play Situation Puzzle (海龟汤) games where users solve my…
|
F 30 5⁄4 | ||||||||
| 15757 |
Enables users to create and interact with hand-drawn Excalidraw diagrams featur…
|
F 30 6⁄6 | ||||||||
| 15758 |
Your comprehensive AI companion for building modern Next.js applications with R…
|
F 30 6⁄6 | ||||||||
| 15759 |
A global framework for creating reusable command shortcuts and slash commands t…
|
F 30 5⁄4 | ||||||||
| 15760 |
Dynamically discovers and exposes WordPress 6.9+ Abilities API capabilities as …
|
F 30 5⁄5 | ||||||||
| 15761 |
Pokemon-mcp
|
F 30 5⁄4 | ||||||||
| 15762 |
Connects QGIS to Claude AI through the Model Context Protocol, enabling AI-assi…
|
F 30 5⁄4 | ||||||||
| 15763 |
Provides web search functionality for the Gemini Terminal Agent, handling concu…
|
F 30 5⁄5 | ||||||||
| 15764 |
MCP for letting agents delegate tasks to sub-agents (Claude Code, Aider, Q)
|
F 30 5⁄5 | ||||||||
| 15765 |
An intelligent MCP server that automatically generates Conventional Commits sty…
|
F 30 5⁄5 | ||||||||
| 15766 |
The Gemini CLI confirmed that the MCP server built with Google Apps Script (GAS…
|
F 30 6⁄4 | ||||||||
| 15767 |
Reduce context usage on file use. Send only unified diffs instead of full files…
|
F 30 5⁄5 | ||||||||
| 15768 |
Provides tools to retrieve information about current and upcoming free games on…
|
F 30 5⁄5 | ||||||||
| 15769 |
Enables interaction with YouTube through the YouTube Data API, allowing users t…
|
F 30 5⁄4 | ||||||||
| 15770 |
Enables interaction with Nullplatform's API endpoints for managing deployments,…
|
F 30 5⁄5 | ||||||||
| 15771 |
Enables AI assistants to control Universal Robots through real-time connection …
|
F 30 5⁄5 | ||||||||
| 15772 |
Connects AI assistants to personal lifelog data from Limitless AI, enabling use…
|
F 30 5⁄5 | ||||||||
| 15773 |
A self-hosted MCP server that crawls, indexes, and searches documentation from …
|
F 30 5⁄4 | ||||||||
| 15774 |
Provides cocktail recommendations using a Retrieval-Augmented Generation (RAG) …
|
F 30 5⁄5 | ||||||||
| 15775 |
An advanced MCP server that implements sophisticated sequential thinking using …
|
F 30 5⁄5 | ||||||||
| 15776 |
Enables search capabilities using a Google Custom Search Engine, allowing users…
|
F 30 5⁄5 | ||||||||
| 15777 |
An MCP server that enables users to retrieve YouTube transcripts and perform vi…
|
F 30 5⁄5 | ||||||||
| 15778 |
A specialized toolchain that guides AI agents through a structured 'Atomic Deve…
|
F 30 5⁄4 | ||||||||
| 15779 |
Enables access to NASA space data and images through Claude Desktop, providing …
|
F 30 5⁄5 | ||||||||
| 15780 |
Discover MCP endpoints for real-world entities by resolving business domains.
|
F 30 6⁄6 | ||||||||
| 15781 |
This MCP server lets you use Cursor IDE, or any MCP Client enabled agent, to us…
|
F 30 5⁄5 | ||||||||
| 15782 |
Enables AI assistants to analyze B2C Gold IRA sales call transcripts through 6 …
|
F 30 5⁄5 | ||||||||
| 15783 |
An AI-powered crypto trading MCP server providing technical analysis, market se…
|
F 30 6⁄6 | ||||||||
| 15784 |
Enables interaction with Arcanna's AI-powered security use cases, allowing user…
|
F 30 5⁄5 | ||||||||
| 15785 |
A lightweight Model Context Protocol (MCP) server that enables AI assistants li…
|
F 30 5⁄4 | ||||||||
| 15786 |
Studio MCP transforms any CLI command into an AI tool by using a simple templat…
|
F 30 5⁄4 | ||||||||
| 15787 |
Enable Claude Code, Cursor, or your favorite LLM to interact with Xcode, buildi…
|
F 30 5⁄4 | ||||||||
| 15788 |
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
|
F 30 6⁄4 | ||||||||
| 15789 |
MCP server for tabla learning: glossary, taals, composition, practice coaching,…
|
F 30 5⁄5 | ||||||||
| 15790 |
Provides AI-powered code intelligence for any codebase using local LLMs and vec…
|
F 30 5⁄4 | ||||||||
| 15791 |
Facilitates direct speech generation using Claude for multiple languages and em…
|
F 30 5⁄5 | ||||||||
| 15792 |
A Machine Control Protocol server providing programmatic access to Splunkbase f…
|
F 30 5⁄5 | ||||||||
| 15793 |
A Model Context Protocol server that provides OpenAI's DALL-E 3 image generatio…
|
F 30 5⁄5 | ||||||||
| 15794 |
MCP Server for adding bookmarks in openai RAG
|
F 30 5⁄4 | ||||||||
| 15795 |
An MCP server for Trae AI that enables automated creation and management of Ope…
|
F 30 5⁄4 | ||||||||
| 15796 |
Enables visual understanding and image description capabilities for iFlow CLI a…
|
F 30 5⁄5 | ||||||||
| 15797 |
A Model Context Protocol server that enables users to automatically generate ar…
|
F 30 5⁄4 | ||||||||
| 15798 |
A FastMCP-powered microserver that allows users to programmatically generate we…
|
F 30 5⁄4 | ||||||||
| 15799 |
A template for building MCP servers from OpenAPI specifications, enabling autom…
|
F 30 5⁄5 | ||||||||
| 15800 |
Backtrader-powered backtesting framework for algorithmic trading, featuring 20+…
|
F 30 5⁄4 | ||||||||