MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 1 hour, 35 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15201 |
Provides tools for automated company research, competitor identification, and b…
|
F 30 5⁄5 | ||||||||
| 15202 |
A TypeScript implementation of the Model Context Protocol server that enables s…
|
F 30 5⁄5 | ||||||||
| 15203 |
A proof-of-concept Model Context Protocol server that enables LLM applications …
|
F 30 5⁄5 | ||||||||
| 15204 |
Provides traffic prediction and route optimization tools that consume a REST AP…
|
F 30 5⁄5 | ||||||||
| 15205 |
🎨 AI-powered UI/UX design intelligence - 1519+ curated design resources through…
|
F 30 5⁄4 | ||||||||
| 15206 |
Enables efficient code navigation and retrieval through natural language search…
|
F 30 5⁄4 | ||||||||
| 15207 |
An AI-powered security agent that utilizes MCP tools and Groq LLMs to analyze A…
|
F 30 5⁄5 | ||||||||
| 15208 |
A tool for Model Context Protocol (MCP) that allows you to analyze web content …
|
F 30 5⁄5 | ||||||||
| 15209 |
A custom Model Context Protocol implementation that integrates Perplexity AI wi…
|
F 30 5⁄5 | ||||||||
| 15210 |
Analyze Gold IRA sales call transcripts to surface key insights, objections, an…
|
F 30 5⁄4 | ||||||||
| 15211 |
AI-powered trading bot platform. Create automated trading strategies with natur…
|
F 30 5⁄5 | ||||||||
| 15212 |
VikingDB integration with collection and index introduction, vector store and s…
|
F 30 5⁄5 | ||||||||
| 15213 |
A server-based tool that enables the generation of mathematical animations from…
|
F 30 5⁄5 | ||||||||
| 15214 |
Multi-AI crypto token scanner. 6 AI agents independently analyze and debate tok…
|
F 30 6⁄6 | ||||||||
| 15215 |
Interact with your Fibery workspace.
|
F 30 5⁄5 | ||||||||
| 15216 |
Enables interaction with the Xero Accounting API to manage contacts, invoices, …
|
F 30 5⁄5 | ||||||||
| 15217 |
A research proxy that lets Claude, Cursor, and other MCP clients utilize Gemini…
|
F 30 5⁄4 | ||||||||
| 15218 |
A Model Context Protocol server that provides expert guidance for Dojo and Cair…
|
F 30 5⁄5 | ||||||||
| 15219 |
Expose Gemini CLI functionalities as MCP-compliant tools to enable AI agents to…
|
F 30 5⁄4 | ||||||||
| 15220 |
Enables search capabilities using a Google Custom Search Engine, allowing users…
|
F 30 5⁄5 | ||||||||
| 15221 |
A Model Context Protocol server for ingesting, chunking and semantically search…
|
F 30 5⁄5 | ||||||||
| 15222 |
Analyze stocks and SEC filings to surface key insights, from price and volume t…
|
F 30 6⁄6 | ||||||||
| 15223 |
Turn any MCP server into a type-safe TypeScript SDK in seconds - with OAuth …
|
F 30 6⁄6 | ||||||||
| 15224 |
A demonstration server showing MCP implementation in Python with resource handl…
|
F 30 5⁄4 | ||||||||
| 15225 |
Agent Skill Ninja for MCP: Search, install, and manage AI agent skills (SKILL.m…
|
F 30 5⁄4 | ||||||||
| 15226 |
Enables AI assistants to securely access and search Fastmail emails via the JMA…
|
F 30 5⁄5 | ||||||||
| 15227 |
🤖 Multi-Agent MCP Server - Let Claude Code / Windsurf / Cursor orchestrate GPT,…
|
F 30 5⁄5 | ||||||||
| 15228 |
A smart router that helps users discover the most relevant tools from an MCP ca…
|
F 30 5⁄4 | ||||||||
| 15229 |
AI-powered Git workflow intelligence — 10 tools for commit messages, branch nam…
|
F 30 5⁄4 | ||||||||
| 15230 |
Enables AI-powered image generation using Volcano Engine's SeeDream 4.0 model. …
|
F 30 6⁄6 | ||||||||
| 15231 |
Model Context Protocol server for Red Hat Lightspeed - advisor, image builder, …
|
F 30 5⁄5 | ||||||||
| 15232 |
This server provides a note storage system with a custom URI scheme, allowing u…
|
F 30 5⁄4 | ||||||||
| 15233 |
Firebase services including Auth, Firestore and Storage.
|
F 30 5⁄4 | ||||||||
| 15234 |
On-device memory layer with retrieval-augmented search, hooks, and MCP server f…
|
F 30 5⁄4 | ||||||||
| 15235 |
MCP GPT Image 1
|
F 30 5⁄5 | ||||||||
| 15236 |
Enables AI-powered computational design in Rhino/Grasshopper with ML-based auto…
|
F 30 5⁄5 | ||||||||
| 15237 |
Provides access to OpenSincera API for retrieving digital advertising publisher…
|
F 30 5⁄5 | ||||||||
| 15238 |
Play DOOM via MCP - works with Claude Code, Cursor, and any MCP client
|
F 30 5⁄4 | ||||||||
| 15239 |
A lightweight Model Context Protocol (MCP) server that enables natural language…
|
F 30 5⁄4 | ||||||||
| 15240 |
Connects Claude AI to Blender through the Model Context Protocol, enabling AI-a…
|
F 30 5⁄4 | ||||||||
| 15241 |
Tracks and manages code changes from Git repositories, generates documentation …
|
F 30 5⁄5 | ||||||||
| 15242 |
Enables AI agents to generate music and audio content using the MiniMax Music A…
|
F 30 5⁄5 | ||||||||
| 15243 |
This repository is the official companion for the Azure AI Foundry Agent Servic…
|
F 30 5⁄4 | ||||||||
| 15244 |
Fast MCP server for unified SAP docs search (SAPUI5, CAP, OpenUI5, wdi5) with B…
|
F 30 5⁄4 | ||||||||
| 15245 |
A Model Context Protocol server that provides weather information using the Ope…
|
F 30 5⁄5 | ||||||||
| 15246 |
Enables searching for groceries and automatically adding items to cart through …
|
F 30 5⁄5 | ||||||||
| 15247 |
A TypeScript-based MCP server that enables testing of REST APIs through Cline. …
|
F 30 5⁄4 | ||||||||
| 15248 |
Enables AI to search and retrieve South Korean legal information from the Natio…
|
F 30 5⁄5 | ||||||||
| 15249 |
An MCP server that enables AI clients like Cursor, Windsurf, and Claude Desktop…
|
F 30 5⁄5 | ||||||||
| 15250 |
Greet anyone by name with a friendly hello. Explore the origin of 'Hello, World…
|
F 30 6⁄6 | ||||||||