MCP Server Quality Scores
Independent quality analysis of 50515 public MCP servers
Last updated 1 hour, 25 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16301 |
This server acts as a Message Communication Protocol (MCP) service for integrat…
|
F 25 5⁄5 | ||||||||
| 16302 |
An MCP server that analyzes Git repositories and provides Dockerfile creation g…
|
F 25 5⁄4 | ||||||||
| 16303 |
An MCP server for PyAutoGUI
|
F 25 5⁄4 | ||||||||
| 16304 |
A Model Context Protocol server providing LLM Agents a second opinion via AI-po…
|
F 25 5⁄4 | ||||||||
| 16305 |
Enables AI assistants to help developers integrate gasless transactions on the …
|
F 25 5⁄5 | ||||||||
| 16306 |
Open source version of Claude Managed Agents. Fastest way to build and deploy r…
|
F 25 6⁄6 | ||||||||
| 16307 |
A MCP server for interacting with Bear note-taking software.
|
F 25 5⁄4 | ||||||||
| 16308 |
A server implementing Model Context Protocol that enables AI assistants to inte…
|
F 25 5⁄5 | ||||||||
| 16309 |
Professional Gemini API integration for Claude and all MCP-compatible hosts wit…
|
F 25 5⁄4 | ||||||||
| 16310 |
MCP server for the Nutrient DWS Processor API. Convert, merge, redact, sign, OC…
|
F 25 5⁄5 | ||||||||
| 16311 |
An extensible Message Communication Protocol server that provides secure code e…
|
F 25 6⁄6 | ||||||||
| 16312 |
Provides live optimization analysis and health checks for Microsoft Fabric item…
|
F 25 5⁄5 | ||||||||
| 16313 |
The MCP server offers the function of extracting images from local files and ur…
|
F 25 5⁄5 | ||||||||
| 16314 |
Enables AI assistants to interact with Hadoop Hue for executing SQL queries usi…
|
F 25 5⁄5 | ||||||||
| 16315 |
Integrates the EduChain library with Claude Desktop to generate educational con…
|
F 25 5⁄4 | ||||||||
| 16316 |
Official PostHog MCP Server for product analytics, feature flags, experiments, …
|
F 25 6⁄6 | ||||||||
| 16317 |
A code review tool for Cursor IDE that uses OpenAI's GPT models to provide inte…
|
F 25 5⁄5 | ||||||||
| 16318 |
A server that provides access to Alibaba Cloud workitem descriptions through MC…
|
F 25 5⁄5 | ||||||||
| 16319 |
Provides image generation capabilities for Claude using the Replicate Flux mode…
|
F 25 5⁄5 | ||||||||
| 16320 |
A Node.js application that enables programmatic interaction with WhatsApp deskt…
|
F 25 5⁄4 | ||||||||
| 16321 |
Laviya AI Orchestration MCP runtime for IDE and agent integrations.
|
F 25 5⁄4 | ||||||||
| 16322 |
Share markdown files and text as clean, readable web links via `plsreadme_share…
|
F 25 6⁄6 | ||||||||
| 16323 |
An MCP server that enables Claude to manage infrastructure across Kubernetes, D…
|
F 25 5⁄5 | ||||||||
| 16324 |
A runtime inspection and automation toolkit that enables MCP clients to interac…
|
F 25 5⁄4 | ||||||||
| 16325 |
Beelzebub is a honeypot framework that lets you build honeypot tools using MCP.…
|
F 25 5⁄5 | ||||||||
| 16326 |
MCP server for AI agent identity — verify agents with Ed25519 signatures, check…
|
F 25 5⁄5 | ||||||||
| 16327 |
Integrates MakeMKV with the Model Context Protocol to enable scanning, ripping,…
|
F 25 5⁄4 | ||||||||
| 16328 |
Burn-to-create looksmaxxing engine on MegaETH. 14 MCP tools for DeFi, NFTs, and…
|
F 25 6⁄6 | ||||||||
| 16329 |
Enables the retrieval of subtitles, danmaku (bullet comments), and video commen…
|
F 25 5⁄5 | ||||||||
| 16330 |
An MCP server that enables Claude to perform financial analysis and visualizati…
|
F 25 5⁄4 | ||||||||
| 16331 |
Enables automated end-to-end testing powered by Playwright where test cases are…
|
F 25 5⁄4 | ||||||||
| 16332 |
MCP server for Helius — Solana blockchain data access for AI assistants, provid…
|
F 25 5⁄5 | ||||||||
| 16333 |
Enables Claude to search for available meeting rooms, check reservation status,…
|
F 25 5⁄4 | ||||||||
| 16334 |
Integrate Hugeicons seamlessly into your applications. Discover icons, access p…
|
F 25 5⁄5 | ||||||||
| 16335 |
Enables AI assistants to access TestFlight beta tester feedback, including scre…
|
F 25 5⁄5 | ||||||||
| 16336 |
Enables control and automation of Android devices using uiautomator2 and ADB. I…
|
F 25 5⁄4 | ||||||||
| 16337 |
A TypeScript server that provides Claude AI with seamless access to any GraphQL…
|
F 25 5⁄5 | ||||||||
| 16338 |
A Model Context Protocol server that enables AI assistants to interact with iOS…
|
F 25 5⁄5 | ||||||||
| 16339 |
Notion MCP server for Claude, Cursor, ChatGPT & Claude Desktop. Connect AI agen…
|
F 25 5⁄4 | ||||||||
| 16340 |
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
|
F 25 5⁄4 | ||||||||
| 16341 |
An open-source MCP server for macOS and Windows that provides native desktop co…
|
F 25 5⁄4 | ||||||||
| 16342 |
Enables users to fetch real-time cryptocurrency market data from Binance includ…
|
F 25 5⁄5 | ||||||||
| 16343 |
Enables users to interact with the Sigma Computing API to analyze documents and…
|
F 25 5⁄5 | ||||||||
| 16344 |
Generates comprehensive and formatted release notes from GitHub repositories, e…
|
F 25 5⁄5 | ||||||||
| 16345 |
MCP server for Dataiku DSS project, flow, and operations APIs.
|
F 25 5⁄4 | ||||||||
| 16346 |
An MCP server that wraps OpenAI's Codex CLI to automate repository cloning and …
|
F 25 5⁄5 | ||||||||
| 16347 |
Enables AI assistants to remove backgrounds from images using the Poof API via …
|
F 25 6⁄6 | ||||||||
| 16348 |
Document signing for AI agents. Send markdown or PDF for two-party e-signing wi…
|
F 25 5⁄5 | ||||||||
| 16349 |
A self-hosted MCP gateway that aggregates multiple servers into a single endpoi…
|
F 25 5⁄5 | ||||||||
| 16350 |
Give AI agents full read & write access to Figma — 50+ tools for design automat…
|
F 25 5⁄4 | ||||||||