MCP Server Quality Scores
Independent quality analysis of 58073 public MCP servers
Last updated 1 hour, 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16651 |
Enables LLMs to control a Minecraft bot through the Mineflayer API, allowing fo…
|
F 25 5⁄4 | ||||||||
| 16652 |
Let AI tools like Cursor, VS Code, or Claude Desktop answer questions using you…
|
F 25 5⁄5 | ||||||||
| 16653 |
14 electronics tools: resistor decoder, capacitor calculator, GPIO reference fo…
|
F 25 5⁄5 | ||||||||
| 16654 |
An open-source MCP server for macOS and Windows that provides native desktop co…
|
F 25 5⁄4 | ||||||||
| 16655 |
Spawn Claude Code instances from 6 platforms when 'Dear Claude' is mentioned.
|
F 25 5⁄4 | ||||||||
| 16656 |
An MCP server that enables Claude Desktop to interact with Discord through a de…
|
F 25 5⁄5 | ||||||||
| 16657 |
A Model Context Protocol server that enables AI models to perform function call…
|
F 25 5⁄5 | ||||||||
| 16658 |
Security scanner for AI agents, MCP servers and agent skills.
|
F 25 5⁄4 | ||||||||
| 16659 |
📇 ☁️ Allows AI clients to manage records and notes in Attio CRM
|
F 25 5⁄4 | ||||||||
| 16660 |
Enables interaction with Apple Notes via natural language, supporting note crea…
|
F 25 5⁄4 | ||||||||
| 16661 |
Integrates MakeMKV with the Model Context Protocol to enable scanning, ripping,…
|
F 25 5⁄4 | ||||||||
| 16662 |
Enables intelligent conversation management with 4 AI agents that provide seman…
|
F 25 5⁄4 | ||||||||
| 16663 |
A Model Control Protocol server that provides web search capabilities and simil…
|
F 25 5⁄5 | ||||||||
| 16664 |
An MCP server that enables Claude to manage infrastructure across Kubernetes, D…
|
F 25 5⁄5 | ||||||||
| 16665 |
An MCP server that fetches real-time documentation for popular libraries like L…
|
F 25 5⁄5 | ||||||||
| 16666 |
A custom MCP server that integrates Perplexity AI capabilities with Amazon Q CL…
|
F 25 5⁄5 | ||||||||
| 16667 |
Model Context Protocol server that enables AI assistants to perform keyword res…
|
F 25 5⁄4 | ||||||||
| 16668 |
Bridge between MCP clients and remote APIs.
|
F 25 5⁄4 | ||||||||
| 16669 |
Enables interaction with Mureka's AI music generation APIs to create lyrics, so…
|
F 25 5⁄5 | ||||||||
| 16670 |
An MCP server that provides access to Stern, a philosophical AI mentor combinin…
|
F 25 5⁄5 | ||||||||
| 16671 |
🚀 Universal SDK for building next-gen MCP servers
|
F 25 5⁄4 | ||||||||
| 16672 |
An MCP server that exposes Eduframe resources as tools, allowing users to manag…
|
F 25 5⁄5 | ||||||||
| 16673 |
Enables AI-powered generation of production-ready CTP (ConveniencePro Tool Prot…
|
F 25 5⁄5 | ||||||||
| 16674 |
A runtime inspection and automation toolkit that enables MCP clients to interac…
|
F 25 5⁄4 | ||||||||
| 16675 |
A MCP server that supports AI assistants to read and analyze PDF files, providi…
|
F 25 6⁄6 | ||||||||
| 16676 |
A comprehensive MySQL interface for the Model Context Protocol that enables dat…
|
F 25 5⁄5 | ||||||||
| 16677 |
A Model Context Protocol server that enables AI assistants to interact with iOS…
|
F 25 5⁄5 | ||||||||
| 16678 |
Full-stack security for AI agents — static analysis + MCP runtime interception.…
|
F 25 5⁄5 | ||||||||
| 16679 |
Provides comprehensive tools for tracking meme coins on the Four.meme ecosystem…
|
F 25 5⁄5 | ||||||||
| 16680 |
An MCP server for intelligent logo extraction and processing, supporting automa…
|
F 25 6⁄6 | ||||||||
| 16681 |
A TypeScript starter template for building MCP servers with example tools (echo…
|
F 25 5⁄4 | ||||||||
| 16682 |
Connects Claude Desktop to Tableau Server for natural language interactions wit…
|
F 25 5⁄5 | ||||||||
| 16683 |
Provides a standardized interface to interact with LangGraph agents through Cha…
|
F 25 5⁄5 | ||||||||
| 16684 |
Enables AI assistants to perform NCBI BLAST sequence similarity searches throug…
|
F 25 6⁄6 | ||||||||
| 16685 |
A server that allows you to explore the GitHub GraphQL schema and execute Graph…
|
F 25 5⁄5 | ||||||||
| 16686 |
Provides tools from the TripGo API for multi-modal trip planning, transport loc…
|
F 25 6⁄6 | ||||||||
| 16687 |
Provides complete Portuguese invoice management with 60+ specialized tools incl…
|
F 25 5⁄5 | ||||||||
| 16688 |
Enables asynchronous transcription of long audio and video files using Deepgram…
|
F 25 5⁄5 | ||||||||
| 16689 |
🦜✨ Chat system, MCP server, and reusable components to improve LLMs capabilitie…
|
F 25 5⁄4 | ||||||||
| 16690 |
Integrates Claude with n8n and Supabase to provide semantic memory search, auto…
|
F 25 5⁄5 | ||||||||
| 16691 |
A FastMCP-based telnet client that enables AI agents to interact with legacy Bu…
|
F 25 5⁄5 | ||||||||
| 16692 |
Enables AI assistants to interact with Alibaba Cloud Yunxiao platform for manag…
|
F 25 5⁄5 | ||||||||
| 16693 |
test
|
F 25 5⁄5 | ||||||||
| 16694 |
Generates 2D game assets (sprites, icons, tilesets, characters, animations) usi…
|
F 25 5⁄4 | ||||||||
| 16695 |
[Vectorize](https://vectorize.io) MCP server for advanced retrieval, Private De…
|
F 25 5⁄5 | ||||||||
| 16696 |
A professional 1-on-1 English tutoring server that enables AI assistants to pro…
|
F 25 5⁄5 | ||||||||
| 16697 |
A Model Context Protocol server that enables LLMs to interact directly with Mon…
|
F 25 5⁄5 | ||||||||
| 16698 |
MCP server for the Recite API, enabling receipt scanning, transaction managemen…
|
F 25 5⁄5 | ||||||||
| 16699 |
A bridge between Unity and AI assistants that enables AI to interact with Unity…
|
F 25 5⁄5 | ||||||||
| 16700 |
Provides a comprehensive interface to a personal knowledge base, including tool…
|
F 25 5⁄5 | ||||||||