MCP Server Quality Scores
Independent quality analysis of 47923 public MCP servers
Last updated 1 hour, 46 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 8751 |
Enables Claude to remember information about users across chats using a persist…
|
C 68 5⁄5 | ||||||||
| 8752 |
A Model Context Protocol server that provides development and debugging tools f…
|
C 68 5⁄4 | ||||||||
| 8753 |
A comprehensive suite of four MCP servers providing real-time stock market data…
|
C 68 5⁄5 | ||||||||
| 8754 |
Enables saving files and folders to a local NAS over NFS with automatic share d…
|
C 68 5⁄4 | ||||||||
| 8755 |
A Model Context Protocol server for Turkish taxi services that enables fare est…
|
C 68 5⁄5 | ||||||||
| 8756 |
A Model Context Protocol (MCP) service that enables integration with Mantis Bug…
|
C 68 5⁄5 | ||||||||
| 8757 |
Enables natural language trading operations through Alpaca's Trading API, suppo…
|
C 68 5⁄5 | ||||||||
| 8758 |
Enables AI coding assistants like Cursor and Claude to engage in real-time two-…
|
C 68 5⁄4 | ||||||||
| 8759 |
Enables chat with multiple LLM providers (OpenAI and Anthropic) while maintaini…
|
C 68 5⁄5 | ||||||||
| 8760 |
MCP server for RabbitMQ
|
C 68 5⁄4 | ||||||||
| 8761 |
A server that enables LLMs like Claude to interact with Azure Cosmos DB databas…
|
C 68 5⁄5 | ||||||||
| 8762 |
Enables CRUD operations and schema exploration on Microsoft Dataverse databases…
|
C 68 5⁄5 | ||||||||
| 8763 |
A Model Context Protocol server that enables integration with the Teamtailor AP…
|
C 68 5⁄5 | ||||||||
| 8764 |
Coordinates specialized agents (Architecture, Quality, Cloud, Prompt) to autono…
|
C 68 5⁄5 | ||||||||
| 8765 |
Enables interaction with the Hostinger Ecommerce API to retrieve product inform…
|
C 68 5⁄5 | ||||||||
| 8766 |
Integrates live Screeps game data into AI development workflows, providing comp…
|
C 68 5⁄5 | ||||||||
| 8767 |
Enables AI-powered web searches using Google's Gemini 2.5 models with Google Se…
|
C 68 5⁄5 | ||||||||
| 8768 |
Converts Figma designs to React/Vue code using existing Design System component…
|
C 68 5⁄5 | ||||||||
| 8769 |
A Model Context Protocol server that integrates with Microsoft's Edit tool, all…
|
C 68 5⁄5 | ||||||||
| 8770 |
Enables dynamic generation of tools based on user-specific permissions from an …
|
C 68 5⁄5 | ||||||||
| 8771 |
Enables AI tools to analyze Java dependencies by scanning Maven projects, decom…
|
C 68 5⁄5 | ||||||||
| 8772 |
A Model Context Protocol server enabling AI assistants to directly interact wit…
|
C 68 5⁄5 | ||||||||
| 8773 |
An MCP server that provides simple query capabilities for Google Cloud Datastor…
|
C 68 5⁄5 | ||||||||
| 8774 |
Searches real developer solutions from Stack Overflow, Reddit, GitHub issues, a…
|
C 68 5⁄5 | ||||||||
| 8775 |
Notion Query MCP Server
Claim
Provides structured, SQL-style query access to Notion databases, allowing Claud…
|
C 68 5⁄5 | ||||||||
| 8776 |
Enables interaction with Google Forms API to create forms, add questions, and r…
|
C 68 5⁄5 | ||||||||
| 8777 |
OCI MCP Server
Claim
Enables interaction with Oracle Cloud Infrastructure services through a unified…
|
C 68 5⁄5 | ||||||||
| 8778 |
A local knowledge base system based on ChromaDB that supports automatic chunkin…
|
C 68 5⁄4 | ||||||||
| 8779 |
Enables AI assistants to interact with and manage Google Cloud Platform resourc…
|
C 68 5⁄5 | ||||||||
| 8780 |
Allows users to integrate their custom Quickchat AI Agents into various AI appl…
|
C 68 5⁄4 | ||||||||
| 8781 |
websearch-mcp
Claim
Enables web searching via SearXNG, page content extraction with Crawl4AI, and i…
|
C 68 5⁄5 | ||||||||
| 8782 |
An MCP server that provides tools for reading, writing, and manipulating PDF fi…
|
C 68 4⁄4 | ||||||||
| 8783 |
MCP Server to query from your Beancount ledger, or submit transaction.
|
C 68 5⁄4 | ||||||||
| 8784 |
Provides AI assistants with access to Payman's documentation, helping developer…
|
C 68 5⁄5 | ||||||||
| 8785 |
Search and retrieve academic papers directly from arXiv with advanced query cap…
|
C 68 5⁄5 | ||||||||
| 8786 |
Enables interaction with the DiSH room booking platform to search availability,…
|
C 68 5⁄4 | ||||||||
| 8787 |
A Python-based server enabling interaction with Proxmox hypervisors. It support…
|
C 68 5⁄5 | ||||||||
| 8788 |
An MCP server that enables running tests and retrieving filtered telemetry summ…
|
C 68 5⁄4 | ||||||||
| 8789 |
An MCP server implementation wrapping Ankr Advanced API. Access to NFT, token, …
|
C 68 5⁄5 | ||||||||
| 8790 |
Connects VSCode with MCP to provide AI assistants real-time access to LSP diagn…
|
C 68 5⁄4 | ||||||||
| 8791 |
COA Goldfish MCP
Claim
A lightweight short-term memory MCP server that automatically stores and recall…
|
C 68 5⁄5 | ||||||||
| 8792 |
AI-Powered Development Toolkit with 21 tools for code quality, project manageme…
|
C 68 5⁄5 | ||||||||
| 8793 |
Enables AI assistants to read, write, and format Google Spreadsheets through th…
|
C 68 5⁄5 | ||||||||
| 8794 |
Integrate Figma's powerful design capabilities into your applications. Leverage…
|
C 68 5⁄5 | ||||||||
| 8795 |
An MCP server that enables users to search for government grants based on keywo…
|
C 68 5⁄5 | ||||||||
| 8796 |
A simple Model Context Protocol server that allows AI models to generate meme i…
|
C 68 5⁄5 | ||||||||
| 8797 |
Windows MCP Server
Claim
Enables comprehensive Windows desktop automation including screen capture, OCR …
|
C 68 5⁄4 | ||||||||
| 8798 |
Enables fast code analysis and navigation through hybrid semantic search, graph…
|
C 68 5⁄4 | ||||||||
| 8799 |
An MCP server that enables reading, writing, and searching documents in Outline…
|
C 68 5⁄5 | ||||||||
| 8800 |
Provides tools to search and retrieve Google Gemini API documentation with full…
|
C 68 5⁄4 | ||||||||