MCP Server Quality Scores
Independent quality analysis of 48148 public MCP servers
Last updated 1 hour, 58 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 9651 |
A Model Context Protocol server that provides a standardized interface for AI m…
|
C 67 5⁄5 | ||||||||
| 9652 |
Enables music management through search, playlist creation, and intelligent rec…
|
C 67 5⁄4 | ||||||||
| 9653 |
A Model Context Protocol server that allows management of Netlify sites, enabli…
|
C 67 5⁄5 | ||||||||
| 9654 |
Home Assistant MCP Server
|
C 67 5⁄5 | ||||||||
| 9655 |
Provides weather information tools including alerts for US states and forecasts…
|
C 67 5⁄5 | ||||||||
| 9656 |
A Python wrapper for the Chemistry Development Kit (CDK)
|
C 67 5⁄4 | ||||||||
| 9657 |
An AI-powered financial officer that makes autonomous trading decisions, provid…
|
C 67 5⁄5 | ||||||||
| 9658 |
Enables AI-powered image generation using Volcengine's Doubao model with custom…
|
C 67 5⁄5 | ||||||||
| 9659 |
Travel MCP
Claim
A comprehensive travel planning copilot that provides geographic data, weather …
|
C 67 5⁄5 | ||||||||
| 9660 |
An MCP server that extracts transcripts, metadata, and summaries from YouTube v…
|
C 67 5⁄5 | ||||||||
| 9661 |
HybridHub
Claim
Enables unified access to both structured databases (PostgreSQL, MySQL, SQLite,…
|
C 67 5⁄5 | ||||||||
| 9662 |
A Model Context Protocol server that enables safe execution of predefined comma…
|
C 67 5⁄5 | ||||||||
| 9663 |
An MCP server for Apache Superset that enables AI models to manage dashboards, …
|
C 67 5⁄5 | ||||||||
| 9664 |
Google Play release lifecycle: tracks, testers, rollout, and Android Vitals.
|
C 67 5⁄4 | ||||||||
| 9665 |
Enables web scraping, crawling, structured data extraction, and browser automat…
|
C 67 5⁄5 | ||||||||
| 9666 |
A Model Context Protocol server that enables AI platforms to invoke RPA (Roboti…
|
C 67 5⁄5 | ||||||||
| 9667 |
An MCP server that wraps gitingest to enable Claude Code to analyze GitHub repo…
|
C 67 5⁄5 | ||||||||
| 9668 |
A Model Context Protocol server for reading iMessage data from macOS.
|
C 67 5⁄4 | ||||||||
| 9669 |
memory-mcp
Claim
A self-organizing, persistent semantic memory layer that enables AI agents to s…
|
C 67 5⁄5 | ||||||||
| 9670 |
Detects and automatically removes AI-generated code slop patterns like redundan…
|
C 67 5⁄5 | ||||||||
| 9671 |
A Model Context Protocol server for data wrangling that provides standardized i…
|
C 67 5⁄5 | ||||||||
| 9672 |
claude-safe-mcp
Claim
A secure MCP wrapper for Anthropic Claude Code that eliminates the need for per…
|
C 67 5⁄5 | ||||||||
| 9673 |
Connects Claude with Spotify to control playback, search music, get track infor…
|
C 67 5⁄5 | ||||||||
| 9674 |
LaTeX Resume MCP
Claim
Enables creating, editing, and compiling LaTeX resumes directly from Claude usi…
|
C 67 5⁄4 | ||||||||
| 9675 |
Provides access to weather alerts and forecasts for US locations using the Nati…
|
C 67 5⁄5 | ||||||||
| 9676 |
Provides tools for interacting with Interactive Brokers Gateway to access marke…
|
C 67 5⁄4 | ||||||||
| 9677 |
A custom server with tools that enable AI agents to provision and terminate AWS…
|
C 67 5⁄5 | ||||||||
| 9678 |
An MCP server implementation that integrates with Hyperliquid exchange, providi…
|
C 67 5⁄5 | ||||||||
| 9679 |
Provides an interactive checklist tool that allows AI agents to present step-by…
|
C 67 5⁄4 | ||||||||
| 9680 |
Connects Blender to Claude AI through the Model Context Protocol, enabling AI-a…
|
C 67 5⁄4 | ||||||||
| 9681 |
Enables conversion between multiple image formats including JPG, PNG, WebP, GIF…
|
C 67 5⁄5 | ||||||||
| 9682 |
Integrates with HuntFlow ATS to manage vacancies, candidates, resumes, and recr…
|
C 67 4⁄4 | ||||||||
| 9683 |
An MCP server that enables AI assistants to read, search, and analyze PDF files…
|
C 67 5⁄5 | ||||||||
| 9684 |
A starter template for building MCP servers with TypeScript support, example to…
|
C 67 5⁄4 | ||||||||
| 9685 |
mcp-comexstat
Claim
mcp-comexstat
|
C 67 5⁄5 | ||||||||
| 9686 |
Remote ChromaDB vector database MCP server with streamable HTTP transport
|
C 67 6⁄6 | ||||||||
| 9687 |
Logseq MCP Server
Claim
A NestJS-based server that enables AI agents to interact with Logseq graphs thr…
|
C 67 5⁄4 | ||||||||
| 9688 |
Interact with TikTok videos
|
C 67 6⁄6 | ||||||||
| 9689 |
A server that enables interaction with any API that has a Swagger/OpenAPI speci…
|
C 67 5⁄5 | ||||||||
| 9690 |
A TypeScript-based server that visualizes project directory structures in Markd…
|
C 67 5⁄5 | ||||||||
| 9691 |
A Model Context Protocol server that enables AI assistants to interact with Jen…
|
C 67 5⁄5 | ||||||||
| 9692 |
A Python-based server that implements the Model Context Protocol to interface w…
|
C 67 5⁄5 | ||||||||
| 9693 |
|
C 67 5⁄5 | ||||||||
| 9694 |
A server that enables running SQL queries against IoTDB databases, providing da…
|
C 67 5⁄5 | ||||||||
| 9695 |
OneMap MCP Server
Claim
Provides comprehensive access to Singapore's OneMap APIs, enabling AI assistant…
|
C 67 5⁄5 | ||||||||
| 9696 |
A starter template for building Model Context Protocol servers that can be inte…
|
C 67 5⁄4 | ||||||||
| 9697 |
Provides access to French public data through data.gouv.fr, IGN cartographic se…
|
C 67 5⁄5 | ||||||||
| 9698 |
A cross-platform desktop application that runs a Model Context Protocol server,…
|
C 67 5⁄4 | ||||||||
| 9699 |
MEXC Announcements MCP
Claim
Streams real-time, structured MEXC exchange announcements to AI agents, enablin…
|
C 67 5⁄5 | ||||||||
| 9700 |
Validate Ethereum addresses, keys, checksums, keccak256 hashes, function select…
|
C 67 5⁄4 | ||||||||