MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 4 hours, 24 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 10351 |
Enables AI assistants to directly control Autodesk 3ds Max through natural lang…
|
C 65 5⁄4 | ||||||||
| 10352 |
A lightweight bridge that wraps OpenAI's built-in tools (like web search and co…
|
C 65 5⁄5 | ||||||||
| 10353 |
A simple server that implements the Model Context Protocol, allowing AI models …
|
C 65 5⁄5 | ||||||||
| 10354 |
A Gradio-based MCP server for comprehensive CMake project management that enabl…
|
C 65 5⁄5 | ||||||||
| 10355 |
Session memory for AI coding agents. Search past sessions, extract rules, and t…
|
C 65 5⁄4 | ||||||||
| 10356 |
Analyzes app screenshots to identify UI/UX issues, compare designs with impleme…
|
C 65 5⁄5 | ||||||||
| 10357 |
Provides tools for AI assistants to explore and interact with MariaDB databases…
|
C 65 5⁄5 | ||||||||
| 10358 |
An MCP server that enables interaction with Google Firestore in Datastore mode …
|
C 65 5⁄5 | ||||||||
| 10359 |
An MCP server to interact with Google Search Console and Bing Webmasters.
|
C 65 5⁄4 | ||||||||
| 10360 |
A comprehensive MCP server that provides Claude AI with full access to YouTube …
|
C 65 6⁄6 | ||||||||
| 10361 |
Provides real-time investment news, technical analysis via TA-Lib, and Binance …
|
C 65 5⁄5 | ||||||||
| 10362 |
AI-native crypto market making toolkit with 13 tools for DeFi analytics, CEX/DE…
|
C 65 5⁄5 | ||||||||
| 10363 |
A FastMCP server implementation that provides a standardized interface for acce…
|
C 65 5⁄5 | ||||||||
| 10364 |
A Server-Sent Events implementation using FastAPI framework that integrates Mod…
|
C 65 5⁄5 | ||||||||
| 10365 |
A JSON-based database MCP server with JWT authentication that enables user mana…
|
C 65 5⁄5 | ||||||||
| 10366 |
Enables AI agents to access comprehensive Pokémon data through PokeAPI, includi…
|
C 65 5⁄5 | ||||||||
| 10367 |
Enables publishing blog posts directly to Dev.to through the Model Context Prot…
|
C 65 5⁄4 | ||||||||
| 10368 |
Enables fetching visible text content and extracting all links from web pages t…
|
C 65 5⁄5 | ||||||||
| 10369 |
An elegant MCP server that lets users manage inspirational phrases directly thr…
|
C 65 5⁄5 | ||||||||
| 10370 |
Gmail MCP Server
Claim
Enables AI assistants to manage Gmail accounts through natural language for tas…
|
C 65 5⁄5 | ||||||||
| 10371 |
Provides semantic code intelligence to help users search, navigate, and analyze…
|
C 65 5⁄4 | ||||||||
| 10372 |
A MCP server exposing Upstox market, technical, and account data as MCP tools f…
|
C 65 5⁄5 | ||||||||
| 10373 |
Enables AI assistants to search, validate, and retrieve Australian postcode and…
|
C 65 5⁄5 | ||||||||
| 10374 |
A server that enables AI assistants like Claude to safely run Python code and a…
|
C 65 5⁄5 | ||||||||
| 10375 |
An MCP server for unified cost tracking and analysis across AWS, OpenAI, and An…
|
C 65 5⁄5 | ||||||||
| 10376 |
Captures screenshots and saves them to file paths specified by client applicati…
|
C 65 5⁄4 | ||||||||
| 10377 |
Travel Agent MCP Server
Claim
Provides tools to fetch up-to-date visa and immigration information for various…
|
C 65 5⁄5 | ||||||||
| 10378 |
NetBrain MCP
Claim
An open-source network operations integration platform that connects large lang…
|
C 65 5⁄5 | ||||||||
| 10379 |
A Python-based MCP server that enables AI assistants to search for infographics…
|
C 65 5⁄5 | ||||||||
| 10380 |
An MCP server that allows Claude to interact with Discord by providing tools fo…
|
C 65 5⁄5 | ||||||||
| 10381 |
This MCP server provides persistent memory integration for chat applications by…
|
C 65 5⁄5 | ||||||||
| 10382 |
An MCP server that allows Copilot Studio and GitHub Copilot to generate differe…
|
C 65 5⁄5 | ||||||||
| 10383 |
A Model Context Protocol server that provides video manipulation capabilities, …
|
C 65 5⁄5 | ||||||||
| 10384 |
Multi-cloud pricing comparison across AWS, Azure, GCP, and OCI with 2,700+ inst…
|
C 65 6⁄6 | ||||||||
| 10385 |
An MCP server that provides AI assistants with persistent, semantic memory usin…
|
C 65 5⁄5 | ||||||||
| 10386 |
Enables AI agents to interact with BeeBoo's human-in-the-loop infrastructure fo…
|
C 65 5⁄5 | ||||||||
| 10387 |
A Model Context Protocol server that connects LLMs with Autodesk Fusion, enabli…
|
C 65 5⁄4 | ||||||||
| 10388 |
A Model Context Protocol server that enables users to manage translations for t…
|
C 65 5⁄5 | ||||||||
| 10389 |
FluentCRM MCP Server
Claim
Enables management of FluentCRM marketing automation directly from Cursor, incl…
|
C 65 5⁄5 | ||||||||
| 10390 |
Enables AI assistants to search and access arXiv research papers through a simp…
|
C 65 5⁄5 | ||||||||
| 10391 |
聚义厅MCP
Claim
An AI personality collaboration tool based on Model Context Protocol (MCP) that…
|
C 65 5⁄5 | ||||||||
| 10392 |
MCP Hybrid Forecasting
Claim
Enables algorithmic stock trading analysis by combining ARIMA, ARIMA-GARCH, and…
|
C 65 5⁄5 | ||||||||
| 10393 |
Provides weather information for US locations using the National Weather Servic…
|
C 65 5⁄5 | ||||||||
| 10394 |
Enables LLMs like Claude to interact with PicoScope oscilloscopes for signal ac…
|
C 65 5⁄4 | ||||||||
| 10395 |
A Model Context Protocol server that provides read-only access to Datasette ins…
|
C 65 5⁄5 | ||||||||
| 10396 |
Fetches and structures Ant Design v4 component documentation into JSON format, …
|
C 65 5⁄4 | ||||||||
| 10397 |
Tigris MCP Server
|
C 65 6⁄6 | ||||||||
| 10398 |
BlobGuard MCP
Claim
A lightweight, multi-tenant blob storage and diff server that helps LLM coding …
|
C 65 5⁄5 | ||||||||
| 10399 |
Provides access to real-time stock prices, financial statements, news, and opti…
|
C 65 5⁄5 | ||||||||
| 10400 |
Provides access to Vidu's video generation models for creating high-quality vid…
|
C 65 5⁄5 | ||||||||