MCP Server Quality Scores
Independent quality analysis of 47923 public MCP servers
Last updated 59 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 8551 |
MCP server for interacting with Elasticsearch
|
C 68 5⁄4 | ||||||||
| 8552 |
An MCP server that enables AI agents to retrieve and analyze error reports from…
|
C 68 5⁄5 | ||||||||
| 8553 |
transition-mcp
Claim
AI-powered multisport coaching — workouts, training plans, and performance anal…
|
C 68 5⁄4 | ||||||||
| 8554 |
Enables Claude to interact with MongoDB databases through natural language, sup…
|
C 68 5⁄5 | ||||||||
| 8555 |
Intercepts Claude conversations via MITM proxy and stores them in Mem0, enablin…
|
C 68 5⁄5 | ||||||||
| 8556 |
Enables Claude Code to call Gemini models through an OpenAI-compatible API, pro…
|
C 68 5⁄5 | ||||||||
| 8557 |
Enhance AI-generated code quality through intelligent, prompt-based analysis ac…
|
C 68 5⁄4 | ||||||||
| 8558 |
Enables AI agents to interact with terminal-based TUI applications by capturing…
|
C 68 5⁄4 | ||||||||
| 8559 |
Enables interaction with Apache Kafka topics, allowing users to publish message…
|
C 68 5⁄5 | ||||||||
| 8560 |
unreal-mcp
Claim
Enables Claude Desktop to interact with Unreal Engine 5.3 via Remote Control AP…
|
C 68 5⁄4 | ||||||||
| 8561 |
A Model Context Protocol server implementation that connects AI assistants to D…
|
C 68 5⁄5 | ||||||||
| 8562 |
A sample implementation of a Model Context Protocol server using Next.js and th…
|
C 68 5⁄5 | ||||||||
| 8563 |
A simple MCP server implementation that provides AI models with basic Solana RP…
|
C 68 5⁄5 | ||||||||
| 8564 |
An MCP server that provides an interface for the Interactive Brokers API via th…
|
C 68 5⁄5 | ||||||||
| 8565 |
A server that enables interaction with Square's API via Goose, supporting queri…
|
C 68 5⁄5 | ||||||||
| 8566 |
An MCP server for KubeCon + CloudNativeCon Europe 2026 that provides agentic sc…
|
C 68 5⁄4 | ||||||||
| 8567 |
An MCP server that enables AI to control WhatsApp Web via Puppeteer Stealth for…
|
C 68 5⁄4 | ||||||||
| 8568 |
tech-collector-mcp
Claim
Aggregates technical articles from multiple sources (Qiita, Dev.to, NewsAPI, Ha…
|
C 68 5⁄5 | ||||||||
| 8569 |
Get information about the current operating environment
|
C 68 5⁄4 | ||||||||
| 8570 |
Weather MCP Server
Claim
A Model Context Protocol compatible server that provides weather information fo…
|
C 68 5⁄5 | ||||||||
| 8571 |
Provides professional Chinese astrology calculations including Four Pillars, Fi…
|
C 68 5⁄5 | ||||||||
| 8572 |
Provides comprehensive access to ElevenLabs AI audio features including text-to…
|
C 68 5⁄5 | ||||||||
| 8573 |
An enhanced MCP server that provides intelligent memory and task management for…
|
C 68 5⁄4 | ||||||||
| 8574 |
Persistent memory for Claude via weighted, interconnected knowledge nodes.
|
C 68 5⁄4 | ||||||||
| 8575 |
A Model Context Protocol server that provides secure and intelligent interactio…
|
C 68 5⁄4 | ||||||||
| 8576 |
Enables AI models to search the web using DuckDuckGo, scrape webpage content in…
|
C 68 5⁄5 | ||||||||
| 8577 |
Enables web scraping, React app testing, and React Native web app inspection us…
|
C 68 5⁄5 | ||||||||
| 8578 |
A fixed Model Completion Protocol (MCP) server that enables LLMs like Claude Co…
|
C 68 5⁄5 | ||||||||
| 8579 |
Enables AI applications to access and contextualize organizational knowledge so…
|
C 68 5⁄5 | ||||||||
| 8580 |
A modular MCP server that extends GitHub Copilot's capabilities through intelli…
|
C 68 5⁄5 | ||||||||
| 8581 |
Enables AI assistants to interact with MariaDB databases through standard SQL o…
|
C 68 5⁄5 | ||||||||
| 8582 |
Enables temperature conversion from Fahrenheit to Celsius through HTTP requests…
|
C 68 5⁄5 | ||||||||
| 8583 |
A lightweight MCP for SonarQube reports
|
C 68 5⁄5 | ||||||||
| 8584 |
Transforms CSV data into beautiful visualizations including line charts, bar gr…
|
C 68 5⁄5 | ||||||||
| 8585 |
An MCP server that enables AI agents to authenticate with and interact with Ope…
|
C 68 5⁄5 | ||||||||
| 8586 |
A Model Context Protocol server that provides image generation capabilities usi…
|
C 68 5⁄5 | ||||||||
| 8587 |
A sample MCP server that fetches random inspirational quotes, programming jokes…
|
C 68 5⁄5 | ||||||||
| 8588 |
An MCP server for interacting with Treasure Data API, allowing users to retriev…
|
C 68 5⁄5 | ||||||||
| 8589 |
US Weather MCP Server
Claim
Provides weather information for the United States through the Model Context Pr…
|
C 68 5⁄4 | ||||||||
| 8590 |
Enables Large Language Models to connect to various real-world applications thr…
|
C 68 5⁄5 | ||||||||
| 8591 |
Provides real-time, privacy-preserving analysis of LLM interactions to detect p…
|
C 68 5⁄4 | ||||||||
| 8592 |
Enables cost-effective repository analysis, code search, file editing, and task…
|
C 68 5⁄5 | ||||||||
| 8593 |
Fireproof ledger database with multi-user sync
|
C 68 5⁄5 | ||||||||
| 8594 |
MCP App Workers Template
Claim
A production-ready template for building MCP servers on Cloudflare Workers that…
|
C 68 5⁄5 | ||||||||
| 8595 |
Web-LLM MCP Server
Claim
A server that enables browser-based local LLM inference using Playwright to aut…
|
C 68 5⁄4 | ||||||||
| 8596 |
A simple system that allows Claude to leave and manage notes for itself across …
|
C 68 5⁄5 | ||||||||
| 8597 |
A flexible MCP server that enables users to define and execute arbitrary comman…
|
C 68 5⁄5 | ||||||||
| 8598 |
Exposes Burp Suite's REST API to AI assistants, enabling users to trigger vulne…
|
C 68 5⁄4 | ||||||||
| 8599 |
A simple Model Context Protocol server providing basic utility tools including …
|
C 68 5⁄4 | ||||||||
| 8600 |
Exposes tmux features to AI agents for managing sessions, windows, and panes wi…
|
C 68 5⁄4 | ||||||||