MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 6 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 7201 |
Automatically configures email notification functionality for Cline through SMT…
|
B 71 5⁄4 | ||||||||
| 7202 |
Enables interaction with Retell AI's voice and chat agent platform. Build, depl…
|
B 71 5⁄5 | ||||||||
| 7203 |
hass-mcp-server
Claim
A Home Assistant Custom Component that provides an MCP (Model Context Protocol)…
|
B 71 5⁄4 | ||||||||
| 7204 |
MCP Video Parser
Claim
A video analysis system that uses AI vision models to process, analyze, and que…
|
B 71 5⁄4 | ||||||||
| 7205 |
Model Context Protocol server implementation that integrates the LINE Messaging…
|
B 71 5⁄5 | ||||||||
| 7206 |
A Pinterest Model Context Protocol (MCP) server for image search and informatio…
|
B 71 5⁄5 | ||||||||
| 7207 |
Provides web scraping, crawling, and site mapping capabilities by connecting di…
|
B 71 5⁄5 | ||||||||
| 7208 |
A Model Context Protocol server that connects to a payments company's developer…
|
B 71 5⁄4 | ||||||||
| 7209 |
MCP server for macOS Automator that enables AI to control Mac computers by exec…
|
B 71 5⁄5 | ||||||||
| 7210 |
An MCP server that enables programmatic management and monitoring of developmen…
|
B 71 5⁄5 | ||||||||
| 7211 |
Enables AI assistants to execute commands on a Proxmox host via SSH with built-…
|
B 71 5⁄5 | ||||||||
| 7212 |
|
B 71 5⁄4 | ||||||||
| 7213 |
Enables AI assistants to analyze Linux system crash dumps by automatically disc…
|
B 71 5⁄5 | ||||||||
| 7214 |
Enables reading, searching, and sending iMessages on macOS by accessing the loc…
|
B 71 4⁄4 | ||||||||
| 7215 |
An MCP server to query Hydrolix
|
B 71 5⁄5 | ||||||||
| 7216 |
Model Context Protocol server for Gmail integration. This allows Claude Desktop…
|
B 71 5⁄5 | ||||||||
| 7217 |
Exposes a text-to-speech announcement tool for the CastleCall home PA system on…
|
B 71 5⁄5 | ||||||||
| 7218 |
MCP server for the BrainFuck programming language
|
B 71 5⁄4 | ||||||||
| 7219 |
Context Memory Updater
Claim
Enables LLM assistants to store, retrieve, and update user-specific context mem…
|
B 71 5⁄5 | ||||||||
| 7220 |
A write-enabled extension for the official Braze MCP server that allows users t…
|
B 71 5⁄5 | ||||||||
| 7221 |
MCP server for structured reasoning with cognitive trap detection, verification…
|
B 71 5⁄4 | ||||||||
| 7222 |
Integrates the Brave Search API to provide web and local search capabilities, i…
|
B 71 5⁄5 | ||||||||
| 7223 |
A Node.js server that enables video manipulation through natural language reque…
|
B 71 5⁄4 | ||||||||
| 7224 |
Provides real-time Indonesian stock market (IDX) data including prices, technic…
|
B 71 5⁄5 | ||||||||
| 7225 |
An MCP server for querying wolfram alpha API.
|
B 71 5⁄5 | ||||||||
| 7226 |
A comprehensive learning platform for Model Context Protocol development that t…
|
B 71 5⁄4 | ||||||||
| 7227 |
|
B 71 5⁄4 | ||||||||
| 7228 |
Celery MCP
Claim
Enables interaction with Celery distributed task queues through MCP tools. Supp…
|
B 71 5⁄5 | ||||||||
| 7229 |
A FastMCP server that enables AI agents to safely execute shell commands, run c…
|
B 71 5⁄5 | ||||||||
| 7230 |
An MCP server that provides tools for programmatically interacting with Xcode p…
|
B 71 5⁄4 | ||||||||
| 7231 |
Facilitates management and optimization of PostgreSQL databases, offering analy…
|
B 71 5⁄5 | ||||||||
| 7232 |
A MCP Server for browsing the official Minecraft Wiki!
|
B 71 5⁄5 | ||||||||
| 7233 |
HackerNews MCP Server
Claim
Enables AI assistants to search, retrieve, and interact with HackerNews content…
|
B 71 5⁄5 | ||||||||
| 7234 |
MCP Scheduler
Claim
A robust task scheduler server built with Model Context Protocol for scheduling…
|
B 71 5⁄4 | ||||||||
| 7235 |
Code-MCP: Connect Claude AI to your development environment through the Model C…
|
B 71 5⁄4 | ||||||||
| 7236 |
Enables semantic search over local Markdown documentation using hybrid retrieva…
|
B 71 5⁄4 | ||||||||
| 7237 |
A Model Context Protocol server that enables AI tools to automatically log thei…
|
B 71 5⁄5 | ||||||||
| 7238 |
Hypothesis-Driven B2B Positioning Engine - 8 strategic positioning tools
|
B 71 5⁄5 | ||||||||
| 7239 |
Allows seamless integration of DeepSeek's language models with MCP-compatible a…
|
B 71 5⁄5 | ||||||||
| 7240 |
Send personalized greetings in your preferred language, perform quick calculati…
|
B 71 5⁄5 | ||||||||
| 7241 |
Transforms any documentation website (GitBook, Vercel docs, Next.js sites, etc.…
|
B 71 5⁄5 | ||||||||
| 7242 |
Enables web search through DuckDuckGo and webpage content fetching with intelli…
|
B 71 5⁄5 | ||||||||
| 7243 |
MCP server for FonParam API - Turkish mutual funds data
|
B 71 5⁄5 | ||||||||
| 7244 |
A web-based GUI tool for managing Model Context Protocol (MCP) servers in Claud…
|
B 71 5⁄4 | ||||||||
| 7245 |
A toolkit that integrates with the Sui blockchain, allowing Claude to request t…
|
B 71 5⁄5 | ||||||||
| 7246 |
A fork of the Neo4j Model Context Protocol server that enables interaction with…
|
B 71 5⁄5 | ||||||||
| 7247 |
A Model Context Protocol server that enables LLMs to interact with cryptocurren…
|
B 71 5⁄5 | ||||||||
| 7248 |
PopUI
Claim
A companion desktop app enabling bi-directional interaction between Claude Desk…
|
B 71 5⁄4 | ||||||||
| 7249 |
A Model Context Protocol server that exposes Cloudinary Upload & Admin API meth…
|
B 71 5⁄5 | ||||||||
| 7250 |
A powerful server that integrates the Moondream vision model to enable advanced…
|
B 71 5⁄4 | ||||||||