MCP Server Quality Scores
Independent quality analysis of 47403 public MCP servers
Last updated 19 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 7701 |
MCP server for Huntress API integration
|
B 70 5⁄5 | ||||||||
| 7702 |
Build and deploy a full-stack RAG app on AWS with Terraform, using free tier Ge…
|
B 70 5⁄4 | ||||||||
| 7703 |
Polish legislation via MCP — full-text search across statutes and provisions
|
B 70 5⁄5 | ||||||||
| 7704 |
Provides access to RescueTime productivity data including daily summaries, acti…
|
B 70 5⁄5 | ||||||||
| 7705 |
Stop Package Chaos: Unveil Your Mac’s Setup for Targeted ML Debugging
|
B 70 5⁄5 | ||||||||
| 7706 |
Enables AI-powered natural language stock market queries with real-time data fr…
|
B 70 5⁄5 | ||||||||
| 7707 |
xiaohongshu-mcp
Claim
|
B 70 5⁄4 | ||||||||
| 7708 |
Enables AI agents to query, explore, and analyze PostgreSQL databases through t…
|
B 70 5⁄5 | ||||||||
| 7709 |
Enables reading and analyzing Word documents with advanced features including t…
|
B 70 5⁄4 | ||||||||
| 7710 |
A Model Context Protocol server that enables controlling Nanoleaf smart lights …
|
B 70 5⁄5 | ||||||||
| 7711 |
Meraki MCP Server
Claim
Enables management and monitoring of Cisco Meraki networks, including device op…
|
B 70 5⁄5 | ||||||||
| 7712 |
Provides AI assistants with persistent memory through local ChromaDB vector sto…
|
B 70 5⁄5 | ||||||||
| 7713 |
Video Games MCP Server
Claim
Provides direct access to the RAWG gaming database, allowing users to search fo…
|
B 70 5⁄5 | ||||||||
| 7714 |
Enables AI models to perform Google Lighthouse website performance analysis, in…
|
B 70 5⁄5 | ||||||||
| 7715 |
A Model Context Protocol (MCP) server for fetching Rust crate documentation fro…
|
B 70 5⁄5 | ||||||||
| 7716 |
Atlassian Bitbucket MCP
Claim
Enables interaction with Bitbucket through the Model Context Protocol, allowing…
|
B 70 5⁄5 | ||||||||
| 7717 |
A local, fully-offline MCP memory server that enables persistent storage and re…
|
B 70 5⁄5 | ||||||||
| 7718 |
Connects AI assistants to a local Codex engine for performing deep, project-lev…
|
B 70 5⁄4 | ||||||||
| 7719 |
Enables LLMs to compose and play multi-track MIDI music through natural languag…
|
B 70 5⁄5 | ||||||||
| 7720 |
MCP Weather Demo
Claim
A demonstration server for ModelContextProtocol that provides weather tools and…
|
B 70 5⁄5 | ||||||||
| 7721 |
A command-line tool that transforms any OpenAPI service into a Model Context Pr…
|
B 70 5⁄5 | ||||||||
| 7722 |
Enables AI agents to manage Mochi.cards flashcards, including browsing decks, s…
|
B 70 5⁄5 | ||||||||
| 7723 |
A Model Context Protocol server that provides access to CoinMarketCap's cryptoc…
|
B 70 5⁄5 | ||||||||
| 7724 |
Budget Allocator
Claim
An interactive tool for visualizing and managing budget allocations across busi…
|
B 70 5⁄5 | ||||||||
| 7725 |
A Model Context Protocol server that manages structured technical spike investi…
|
B 70 5⁄4 | ||||||||
| 7726 |
An MCP server that enables AI assistants to capture and analyze web page screen…
|
B 70 5⁄4 | ||||||||
| 7727 |
Converts any Swagger/OpenAPI specification into an MCP server, enabling AI assi…
|
B 70 5⁄4 | ||||||||
| 7728 |
Palo Alto Device Server
Claim
Enables management of Palo Alto firewalls through their REST API, including sys…
|
B 70 5⁄5 | ||||||||
| 7729 |
Enables comprehensive interaction with ERPNext systems through natural language…
|
B 70 5⁄5 | ||||||||
| 7730 |
A comprehensive financial data analysis server providing Yahoo Finance data for…
|
B 70 5⁄4 | ||||||||
| 7731 |
Enables code agents to interact with Netlify services through the Model Context…
|
B 70 5⁄5 | ||||||||
| 7732 |
MCP server for unified cognitive processing — deep reasoning framework for Clin…
|
B 70 5⁄5 | ||||||||
| 7733 |
Unified app publishing MCP Server for Google Play, App Store, and 10+ Chinese s…
|
B 70 5⁄4 | ||||||||
| 7734 |
A server implementation that exposes grep functionality through the Model Conte…
|
B 70 5⁄4 | ||||||||
| 7735 |
Internal data access API. Tools: get_users (user list with API keys), read_conf…
|
B 70 6⁄6 | ||||||||
| 7736 |
What Chrome DevTools MCP is for the browser, tui-mcp is for the terminal. Launc…
|
B 70 5⁄4 | ||||||||
| 7737 |
An MCP server that recommends specific tools for tasks by learning from usage p…
|
B 70 5⁄4 | ||||||||
| 7738 |
A Model Context Protocol server that enables Claude Desktop and other MCP clien…
|
B 70 5⁄5 | ||||||||
| 7739 |
Enables creation, management, and scheduling of Garmin Connect workouts from na…
|
B 70 5⁄5 | ||||||||
| 7740 |
MCP server for Chrome DevTools
|
B 70 5⁄4 | ||||||||
| 7741 |
Enables searching for any text within a specified Algolia index through an MCP-…
|
B 70 5⁄5 | ||||||||
| 7742 |
An MCP server that provides shell command execution and OpenAI Whisper transcri…
|
B 70 5⁄4 | ||||||||
| 7743 |
Enables AI assistants to trigger and interact with Make automation workflows by…
|
B 70 5⁄5 | ||||||||
| 7744 |
Provides AI assistants with instant access to local Dash documentation docsets …
|
B 70 5⁄4 | ||||||||
| 7745 |
Gradle Tomcat MCP Server
Claim
Enables management of Gradle-based Tomcat applications with capabilities for st…
|
B 70 5⁄5 | ||||||||
| 7746 |
Provides code generation and completion capabilities using the DeepSeek API, wi…
|
B 70 5⁄5 | ||||||||
| 7747 |
An experimental MCP Server for foundry built for Solidity devs
|
B 70 5⁄5 | ||||||||
| 7748 |
FEL MCP Server (Local)
Claim
Enables validation and PDF rendering of Guatemalan FEL invoices from XML files.…
|
B 70 5⁄4 | ||||||||
| 7749 |
A Model Context Protocol server providing real-time stock data and options anal…
|
B 70 5⁄5 | ||||||||
| 7750 |
Enables AI agents to interact with Redmine API for managing tickets, projects, …
|
B 70 5⁄4 | ||||||||