MCP Server Quality Scores
Independent quality analysis of 57580 public MCP servers
Last updated 15 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15251 |
Integrates with Dumpling AI to provide data scraping, content processing, knowl…
|
F 30 5⁄5 | ||||||||
| 15252 |
Connects Claude AI to Blender through the Model Context Protocol, enabling AI-a…
|
F 30 5⁄4 | ||||||||
| 15253 |
An observational memory server that uses LLM agents to capture, compress, and r…
|
F 30 5⁄4 | ||||||||
| 15254 |
Provides comprehensive BioPython capabilities for biological sequence analysis,…
|
F 30 5⁄5 | ||||||||
| 15255 |
Get weather information from https://api.open-meteo.com API.
|
F 30 6⁄6 | ||||||||
| 15256 |
A Model Context Protocol server that enables AI assistants to create images and…
|
F 30 5⁄5 | ||||||||
| 15257 |
AI-powered design and management for Webflow Sites
|
F 30 6⁄6 | ||||||||
| 15258 |
Connects LLMs to the Fantasy Premier League API for intelligent team management…
|
F 30 5⁄5 | ||||||||
| 15259 |
An MCP server that plays local sound files on macOS using the afplay command, a…
|
F 30 5⁄4 | ||||||||
| 15260 |
Find relevant Smart‑Thinking memories fast. Fetch full entries by ID to get com…
|
F 30 6⁄6 | ||||||||
| 15261 |
A server that connects Claude to your documentation via Inkeep's API, enabling …
|
F 30 5⁄5 | ||||||||
| 15262 |
This MCP server provides access to the Test mcp server Traia API, enabling AI a…
|
F 30 5⁄5 | ||||||||
| 15263 |
A knowledge graph server for AI agents, built with Neo4j and integrated with Mo…
|
F 30 5⁄4 | ||||||||
| 15264 |
Enables AI image generation using Doubao Seedream models and video generation u…
|
F 30 6⁄6 | ||||||||
| 15265 |
Enables secure interactions with cryptocurrency daemon RPC interfaces through A…
|
F 30 5⁄5 | ||||||||
| 15266 |
Explore and discover video games from the Internet Game Database. Search titles…
|
F 30 6⁄6 | ||||||||
| 15267 |
An AI-powered job recommender built on the Model Context Protocol that provides…
|
F 30 5⁄5 | ||||||||
| 15268 |
An MCP server that parses Douyin share links and performs intelligent content a…
|
F 30 5⁄5 | ||||||||
| 15269 |
MCP proxy server with lazy loading support - reduces context usage through on…
|
F 30 5⁄4 | ||||||||
| 15270 |
Enables access to prompt templates managed in MLflow through Claude Desktop, al…
|
F 30 5⁄5 | ||||||||
| 15271 |
This is a powerful Model Context Protocol (MCP) server that integrates multiple…
|
F 30 5⁄4 | ||||||||
| 15272 |
An MCP server that enables advanced CSV analysis and data visualization using G…
|
F 30 5⁄5 | ||||||||
| 15273 |
A Model Context Protocol server that enables generating and executing Elisp cod…
|
F 30 5⁄4 | ||||||||
| 15274 |
Connects to the Coinbase Commerce API, allowing AI assistants like Claude to ge…
|
F 30 5⁄5 | ||||||||
| 15275 |
linkedmcp
|
F 30 5⁄5 | ||||||||
| 15276 |
A lightweight Python-based server designed to run, manage and create CrewAI wor…
|
F 30 5⁄4 | ||||||||
| 15277 |
Enables interaction with Nullplatform's API endpoints for managing deployments,…
|
F 30 5⁄5 | ||||||||
| 15278 |
Code intelligence MCP server — 80+ tools for navigation, impact analysis, and a…
|
F 30 5⁄4 | ||||||||
| 15279 |
Provides real-time trending tokens from DexScreener.
|
F 30 5⁄5 | ||||||||
| 15280 |
Search and retrieve news articles and trending keywords from Google News and Go…
|
F 30 5⁄5 | ||||||||
| 15281 |
Automates error tracking workflow by finding code owners in Bitbucket, retrievi…
|
F 30 5⁄5 | ||||||||
| 15282 |
Rijksmuseum API integration for artwork search, details, and collections
|
F 30 5⁄5 | ||||||||
| 15283 |
A Python starter template for building MCP servers with client connection manag…
|
F 30 5⁄5 | ||||||||
| 15284 |
Provides access to the Netherlands National Archive collections through OAI-PMH…
|
F 30 5⁄5 | ||||||||
| 15285 |
lunar-mcp is a Go-based MCP server that provides 28+ tools for Chinese traditio…
|
F 30 5⁄4 | ||||||||
| 15286 |
A TypeScript-based document processing server that supports various document fo…
|
F 30 5⁄5 | ||||||||
| 15287 |
One MCP connection for all your tools — with discovery, namespacing, and execut…
|
F 30 5⁄4 | ||||||||
| 15288 |
A Mermaid diagram rendering MCP server for Claude Code with live reload functio…
|
F 30 5⁄4 | ||||||||
| 15289 |
Generates images from text prompts using Google's Gemini AI models with customi…
|
F 30 5⁄5 | ||||||||
| 15290 |
An MCP server that enables LLMs to generate spoken audio from text using OpenAI…
|
F 30 5⁄5 | ||||||||
| 15291 |
Real-time security framework for MCP servers that detects and blocks malicious …
|
F 30 5⁄4 | ||||||||
| 15292 |
HTTP-4-MCP configuration tool allows you to easily convert HTTP API into MCP to…
|
F 30 5⁄5 | ||||||||
| 15293 |
A 7-layer security system for AI agents that detects and blocks prompt injectio…
|
F 30 5⁄5 | ||||||||
| 15294 |
AI-native security toolkit — fray go target.com scans everything. 7,600+ payloa…
|
F 30 5⁄4 | ||||||||
| 15295 |
An MCP server that enables sending Markdown-formatted notifications to Microsof…
|
F 30 5⁄5 | ||||||||
| 15296 |
A tool for Model Context Protocol (MCP) that allows you to analyze web content …
|
F 30 5⁄5 | ||||||||
| 15297 |
Local MCP server for searching 300,000+ foods, nutrition facts, and barcodes fr…
|
F 30 6⁄6 | ||||||||
| 15298 |
A transparent proxy that intercepts high-risk tool calls and requires OTP-based…
|
F 30 5⁄5 | ||||||||
| 15299 |
A persistent local memory for AI, LLMs, or Copilot in VS Code.
|
F 30 5⁄4 | ||||||||
| 15300 |
An AI-powered security agent that utilizes MCP tools and Groq LLMs to analyze A…
|
F 30 5⁄5 | ||||||||