MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 9 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16451 |
Generate and visualize unified diff comparisons with beautiful HTML/PNG output,…
|
F 25 5⁄4 | ||||||||
| 16452 |
A self-hosted MCP gateway that aggregates multiple servers into a single endpoi…
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F 25 5⁄5 | ||||||||
| 16453 |
A secure Model Context Protocol server that allows AI assistants and LLM applic…
|
F 25 5⁄4 | ||||||||
| 16454 |
Enables AI image generation through Ketchup AI with automatic prompt optimizati…
|
F 25 5⁄5 | ||||||||
| 16455 |
Enables AI agents to control Minecraft bots through a standardized JSON-RPC int…
|
F 25 5⁄4 | ||||||||
| 16456 |
🚀 Universal SDK for building next-gen MCP servers
|
F 25 5⁄4 | ||||||||
| 16457 |
Enables sending emails through 126 mailbox SMTP service with support for plain …
|
F 25 5⁄5 | ||||||||
| 16458 |
Provides comprehensive integration with Microsoft Outlook for managing emails, …
|
F 25 5⁄5 | ||||||||
| 16459 |
Search Apollo docs, specs, and best practices
|
F 25 5⁄4 | ||||||||
| 16460 |
Agent-optimized MCP server for Kit.com email marketing. 13 composite tools, 100…
|
F 25 5⁄4 | ||||||||
| 16461 |
Enables users to generate professional Chinese resume PDFs from JSON data with …
|
F 25 5⁄5 | ||||||||
| 16462 |
Connects Garmin Connect data to MCP-compatible clients, providing access to fit…
|
F 25 5⁄5 | ||||||||
| 16463 |
A Model Context Protocol server that enables Large Language Models like Claude …
|
F 25 5⁄5 | ||||||||
| 16464 |
Enables remote control of Lovense toys through Claude using natural language co…
|
F 25 6⁄6 | ||||||||
| 16465 |
14 electronics tools: resistor decoder, capacitor calculator, GPIO reference fo…
|
F 25 5⁄5 | ||||||||
| 16466 |
A Model Context Protocol server that supports both STDIO and SSE protocols for …
|
F 25 5⁄5 | ||||||||
| 16467 |
A Model Context Protocol server that provides AI assistants with real-time data…
|
F 25 5⁄5 | ||||||||
| 16468 |
Read+write MCP server for Zotero with full write support — create items, manage…
|
F 25 5⁄5 | ||||||||
| 16469 |
MCP Server for iTerminal SSH Connection Manager - Control SSH servers through C…
|
F 25 5⁄4 | ||||||||
| 16470 |
Allows you to automate or monitor business operations, sales recorder, POS soft…
|
F 25 5⁄5 | ||||||||
| 16471 |
Production-ready MCP server providing 13 tools for AI agents: web search, conte…
|
F 25 5⁄5 | ||||||||
| 16472 |
Provides real-time retrieval of official documentation for LangChain, LlamaInde…
|
F 25 5⁄5 | ||||||||
| 16473 |
An MCP server for generating videos through Amazon Nova Reel 1.1 using AWS Bedr…
|
F 25 5⁄5 | ||||||||
| 16474 |
Bridge between MCP clients and remote APIs.
|
F 25 5⁄4 | ||||||||
| 16475 |
Internet radio streaming MCP server — search, play, and manage radio stations w…
|
F 25 5⁄4 | ||||||||
| 16476 |
A task management Model Context Protocol (MCP) server that helps AI assistants …
|
F 25 5⁄5 | ||||||||
| 16477 |
FIFA World Cup 2026 data — 18 tools covering matches, teams, venues, city guide…
|
F 25 5⁄4 | ||||||||
| 16478 |
A MCP server for Hide – headless IDE for coding agents.
|
F 25 5⁄5 | ||||||||
| 16479 |
The first financial intelligence MCP server. Live AI-scored trading signals fro…
|
F 25 6⁄6 | ||||||||
| 16480 |
Provides integration with PayPal's Account Updater service, enabling merchants …
|
F 25 5⁄5 | ||||||||
| 16481 |
Convert PDF documents into editable DOCX files seamlessly. Enable your applicat…
|
F 25 5⁄4 | ||||||||
| 16482 |
一个快速、高效的网页内容提取工具，将网页转换为干净的Markdown格式，适用于AI代理、IDE和LLM管道。
|
F 25 5⁄5 | ||||||||
| 16483 |
An MCP server that analyzes Git repositories and provides Dockerfile creation g…
|
F 25 5⁄4 | ||||||||
| 16484 |
A MCP server that supports AI assistants to read and analyze PDF files, providi…
|
F 25 6⁄6 | ||||||||
| 16485 |
Enable AI LLMs to execute trades using MetaTrader 5 platform
|
F 25 5⁄4 | ||||||||
| 16486 |
An implementation of the Model Context Protocol (MCP) server that exposes Twili…
|
F 25 6⁄6 | ||||||||
| 16487 |
Provides text translation capabilities powered by NiuTrans API with support for…
|
F 25 5⁄5 | ||||||||
| 16488 |
A Node.js server that enables AI Clients to interact with the Directus CMS API …
|
F 25 5⁄5 | ||||||||
| 16489 |
WireGuard mesh VPN management MCP — configure peers, manage tunnels, monitor co…
|
F 25 5⁄4 | ||||||||
| 16490 |
Connects LLMs to Wikidata's structured knowledge base using a hybrid architectu…
|
F 25 6⁄6 | ||||||||
| 16491 |
The Mind Palace for AI Agents - local-first MCP server with persistent memory, …
|
F 25 5⁄5 | ||||||||
| 16492 |
The cosense-mcp-server facilitates the integration with Claude Desktop by servi…
|
F 25 5⁄5 | ||||||||
| 16493 |
A lightweight Model Context Protocol (MCP) server that enables your LLM to vali…
|
F 25 5⁄5 | ||||||||
| 16494 |
Enables searching for Bilibili videos through a standardized MCP interface, ret…
|
F 25 5⁄5 | ||||||||
| 16495 |
Provides comprehensive enterprise e-commerce data including global store profil…
|
F 25 6⁄6 | ||||||||
| 16496 |
Enables AI agents to programmatically access Google NotebookLM through browser …
|
F 25 5⁄5 | ||||||||
| 16497 |
Visual CVE audit dashboard for npm, Python, Go, and Rust. Scan from Claude/Curs…
|
F 25 5⁄4 | ||||||||
| 16498 |
Enables AI assistants to monitor and analyze blockchain activity through Tender…
|
F 25 5⁄5 | ||||||||
| 16499 |
A server that bridges Claude AI with the Plane project management platform, ena…
|
F 25 5⁄5 | ||||||||
| 16500 |
AI-powered prompt refinement with adaptive questioning and multi-provider suppo…
|
F 25 5⁄4 | ||||||||