MCP Server Quality Scores
Independent quality analysis of 57580 public MCP servers
Last updated 1 hour, 38 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15551 |
Provides secure access to Tennis Warehouse product data, enabling users to sear…
|
F 30 5⁄5 | ||||||||
| 15552 |
Enables LLMs to interact with PostgreSQL databases by providing tools to inspec…
|
F 30 5⁄5 | ||||||||
| 15553 |
A production-ready unified entry point for AI agents that implements the Model …
|
F 30 5⁄5 | ||||||||
| 15554 |
Enables Claude to render interactive, real-time spreadsheets with streaming cel…
|
F 30 5⁄5 | ||||||||
| 15555 |
Connects Claude to Google Docs, allowing users to list, read, create, update, s…
|
F 30 5⁄4 | ||||||||
| 15556 |
A bridge between Gemini and GLM-4.5 models that provides 25 tools for automatin…
|
F 30 5⁄5 | ||||||||
| 15557 |
Let AI agents interact with serial devices — list ports, connect, send, and rea…
|
F 30 5⁄5 | ||||||||
| 15558 |
Extracts watermark-free videos and images from Douyin (TikTok) and Xiaohongshu …
|
F 30 5⁄5 | ||||||||
| 15559 |
Enables Claude to monitor and inspect running processes through a lightweight w…
|
F 30 5⁄4 | ||||||||
| 15560 |
A custom Model Context Protocol server that enables GitHub Copilot Agent to per…
|
F 30 5⁄4 | ||||||||
| 15561 |
MCP server that turns articles, transcripts, and markdown into LinkedIn carouse…
|
F 30 5⁄4 | ||||||||
| 15562 |
Enables advanced web search across multiple search engines (Brave, DuckDuckGo, …
|
F 30 5⁄5 | ||||||||
| 15563 |
Enables interaction with Foreman instances to manage systems through the Model …
|
F 30 5⁄5 | ||||||||
| 15564 |
A persistent SQLite-backed storage server that enables Cursor IDE's AI assistan…
|
F 30 5⁄5 | ||||||||
| 15565 |
Monitor MCP registry for new servers - Discord Slack notifications alerts
|
F 30 5⁄4 | ||||||||
| 15566 |
Enables access to NASA space data and images through Claude Desktop, providing …
|
F 30 5⁄5 | ||||||||
| 15567 |
A design orchestrator that brings Superdesign capabilities to Claude Code as na…
|
F 30 5⁄5 | ||||||||
| 15568 |
An AI-powered MCP server for analyzing Japanese legal contracts and identifying…
|
F 30 5⁄4 | ||||||||
| 15569 |
An MCP server that provides semantic search capabilities by integrating with an…
|
F 30 5⁄5 | ||||||||
| 15570 |
Analyzes DevOps findings to automatically recommend and generate AWS Fault Inje…
|
F 30 5⁄5 | ||||||||
| 15571 |
An MCP server that enables users to retrieve YouTube transcripts and perform vi…
|
F 30 5⁄5 | ||||||||
| 15572 |
A server that enables natural language interactions with Couchbase databases th…
|
F 30 5⁄5 | ||||||||
| 15573 |
Enables users to create and interact with hand-drawn Excalidraw diagrams featur…
|
F 30 6⁄6 | ||||||||
| 15574 |
Enables remote MCP server connections with WorkOS AuthKit authentication and us…
|
F 30 5⁄5 | ||||||||
| 15575 |
Once configured, you can use natural language commands like:
"Search for faile…
|
F 30 5⁄5 | ||||||||
| 15576 |
Agent Interface Compiler — One command. Every agent speaks your product. Transf…
|
F 30 5⁄4 | ||||||||
| 15577 |
Enables natural language database operations and semantic document search throu…
|
F 30 5⁄4 | ||||||||
| 15578 |
An MCP server that provides real-time stock data, technical indicators, and fin…
|
F 30 5⁄5 | ||||||||
| 15579 |
A sample implementation of Model Context Protocol server using Next.js and the …
|
F 30 5⁄5 | ||||||||
| 15580 |
An open-source platform for Retrieval-Augmented Generation (RAG). Upload docume…
|
F 30 5⁄5 | ||||||||
| 15581 |
Exposes SOAP-based web services as MCP servers by parsing WSDL files. Enables A…
|
F 30 5⁄5 | ||||||||
| 15582 |
A demonstration server that implements the Model Context Protocol (MCP) SDK, pr…
|
F 30 5⁄4 | ||||||||
| 15583 |
Enables searching and retrieving Japanese legal information from the e-Gov Law …
|
F 30 5⁄5 | ||||||||
| 15584 |
Integrates with Everything Search Engine to provide lightning-fast file search …
|
F 30 5⁄4 | ||||||||
| 15585 |
An MCP server that automates Xianyu marketplace operations through Playwright, …
|
F 30 5⁄4 | ||||||||
| 15586 |
A Model Context Protocol server that extracts and analyzes Python code structur…
|
F 30 5⁄4 | ||||||||
| 15587 |
Connect Legacy Databases to AI Agents via Model Context Protocol. Open-source b…
|
F 30 5⁄4 | ||||||||
| 15588 |
A Model Context Protocol server that allows AI assistants like Claude and Curso…
|
F 30 5⁄4 | ||||||||
| 15589 |
feedback-loop-mcp
|
F 30 5⁄5 | ||||||||
| 15590 |
Provides AI-powered assistance for coding problems using Google's Gemini AI, co…
|
F 30 5⁄5 | ||||||||
| 15591 |
Enables users to analyze local Excel and CSV files through natural language que…
|
F 30 5⁄4 | ||||||||
| 15592 |
Social media automation with AI — publish, schedule, campaigns, DMs, analytics …
|
F 30 5⁄5 | ||||||||
| 15593 |
masking posts and getting account info on x.
|
F 30 5⁄4 | ||||||||
| 15594 |
AI-powered PDF editing and generation MCP server using Gemini Pro.
|
F 30 5⁄4 | ||||||||
| 15595 |
|
F 30 5⁄4 | ||||||||
| 15596 |
Provides a Model Context Protocol server that enables large language models to …
|
F 30 5⁄5 | ||||||||
| 15597 |
NCP orchestrates your entire MCP ecosystem through intelligent discovery, elimi…
|
F 30 5⁄4 | ||||||||
| 15598 |
AI Constraint Engine that enforces CLAUDE.md, .cursorrules, and AGENTS.md rules…
|
F 30 6⁄6 | ||||||||
| 15599 |
Reduce Claude Desktop consumption by 10x - Integrate Google's Gemini or Z.ai's …
|
F 30 6⁄4 | ||||||||
| 15600 |
Enables AI coding assistants to search and retrieve information from a locally …
|
F 30 5⁄4 | ||||||||