MCP Server Quality Scores
Independent quality analysis of 57160 public MCP servers
Last updated 1 hour, 43 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 11651 |
A TypeScript-based MCP server for SearXNG that allows users to create and summa…
|
C 63 5⁄4 | ||||||||
| 11652 |
This MCP server provides comprehensive read and write access to Google Classroo…
|
C 63 5⁄5 | ||||||||
| 11653 |
An MCP server that enables users to compile C++ code and retrieve assembly outp…
|
C 63 5⁄5 | ||||||||
| 11654 |
Controls Lyngdorf Audio devices (TDAI, MP, CD series) via TCP with automatic de…
|
C 63 6⁄6 | ||||||||
| 11655 |
A template for deploying authentication-free MCP servers on Cloudflare Workers.…
|
C 63 5⁄5 | ||||||||
| 11656 |
The Seq MCP Server enables interaction with Seq's API endpoints for logging and…
|
C 63 5⁄5 | ||||||||
| 11657 |
An MCP server that enables Claude to perform OCR on local files using Mistral A…
|
C 63 5⁄4 | ||||||||
| 11658 |
An MCP server aimed to be portable, local, easy and convenient to support seman…
|
C 63 5⁄5 | ||||||||
| 11659 |
Unified MCP safety server that detects prompt injection (75 patterns), scans LL…
|
C 63 5⁄5 | ||||||||
| 11660 |
An experimental and educational app for Ping-pong server demonstrating remote M…
|
C 63 5⁄4 | ||||||||
| 11661 |
An MCP server that provides weather information like forecasts and alerts for U…
|
C 63 5⁄5 | ||||||||
| 11662 |
A tool for deploying authentication-free Model Context Protocol servers on Clou…
|
C 63 5⁄5 | ||||||||
| 11663 |
Provides plan state management and phase gate enforcement for AI development lo…
|
C 63 5⁄5 | ||||||||
| 11664 |
Provides weather-aware travel planning tools that fetch 3-day forecasts and gen…
|
C 63 5⁄5 | ||||||||
| 11665 |
Mi Note MCP Server
Claim
Enables interaction with Xiaomi Cloud Notes through MCP, allowing AI assistants…
|
C 63 5⁄5 | ||||||||
| 11666 |
Providing real-time access to the latest news from Cointelegraph.
|
C 63 5⁄5 | ||||||||
| 11667 |
A hierarchical plan management system built on FastMCP and SQLite that enables …
|
C 63 5⁄4 | ||||||||
| 11668 |
A Model Context Protocol server that provides comprehensive YouTube search func…
|
C 63 5⁄4 | ||||||||
| 11669 |
Provides integration with Gerrit code review system, allowing AI assistants to …
|
C 63 5⁄5 | ||||||||
| 11670 |
Audio MCP Server
Claim
Enables Claude and other AI assistants to interact with your computer's audio s…
|
C 63 5⁄4 | ||||||||
| 11671 |
A Python-based Model Context Protocol server that provides AI assistants with a…
|
C 63 5⁄5 | ||||||||
| 11672 |
A Model Context Protocol server that enables AI agents to create fully mixed an…
|
C 63 5⁄5 | ||||||||
| 11673 |
Provides interactive Python REPL capabilities with persistent sessions, virtual…
|
C 63 5⁄5 | ||||||||
| 11674 |
py-mcp-qdrant-rag
Claim
Enables semantic search and retrieval-augmented generation (RAG) using Qdrant v…
|
C 63 5⁄5 | ||||||||
| 11675 |
A MCP server for Unsplash image search.
|
C 63 5⁄5 | ||||||||
| 11676 |
MCP server for persistent memory, enabling AI agents to store and semantically …
|
C 63 6⁄4 | ||||||||
| 11677 |
A Model Context Protocol server that enables efficient management of GitHub iss…
|
C 63 5⁄4 | ||||||||
| 11678 |
Toolrank
Claim
# ToolRank MCP Server
Score and optimize MCP tool definitions for AI agent dis…
|
C 63 5⁄5 | ||||||||
| 11679 |
책 싫어하는 제가 책에 대해 아는척하고 싶어서 만들었습니다.. 내 주변 도서관 실시간 대출 확인 읽고 싶은 책을 검색하면 주변 도서관 대출 가…
|
C 63 6⁄6 | ||||||||
| 11680 |
An MCP server designed for AI agents to perform optimal token swaps on the Sui …
|
C 63 5⁄5 | ||||||||
| 11681 |
Enables AI models to access user geolocation data through EdgeOne Pages Functio…
|
C 63 5⁄5 | ||||||||
| 11682 |
A Model Context Protocol server that enables users to fetch weather forecasts t…
|
C 63 5⁄4 | ||||||||
| 11683 |
A bridge between AI assistants and MikroTik RouterOS devices, allowing natural …
|
C 63 5⁄5 | ||||||||
| 11684 |
A basic Model Context Protocol (MCP) server implementation that provides a foun…
|
C 63 5⁄5 | ||||||||
| 11685 |
A Model Context Protocol server that enables AI tools to interact with Supabase…
|
C 63 5⁄5 | ||||||||
| 11686 |
Enables sending push notifications to your devices via Pushover, allowing you t…
|
C 63 5⁄5 | ||||||||
| 11687 |
A Model Context Protocol server that enables interaction with Service Nervous S…
|
C 63 5⁄5 | ||||||||
| 11688 |
An MCP server that provides agentic vision capabilities for visual regression t…
|
C 63 5⁄5 | ||||||||
| 11689 |
A specialized architecture design MCP server that enables AI-assisted developer…
|
C 63 5⁄5 | ||||||||
| 11690 |
Enables AI assistants to present multiple UI component designs in a browser for…
|
C 63 6⁄6 | ||||||||
| 11691 |
fusional
Claim
Unified MCP gateway that loads 150+ AI tools via a single Docker command. Execu…
|
C 63 5⁄5 | ||||||||
| 11692 |
Enables fetching, viewing, and saving NFT data from the Origin Forge API, inclu…
|
C 63 5⁄5 | ||||||||
| 11693 |
Enables interaction with the Veracode platform to perform security tasks like r…
|
C 63 5⁄4 | ||||||||
| 11694 |
Enables AI assistants to interact with B\&R Automation Studio projects by build…
|
C 63 5⁄4 | ||||||||
| 11695 |
Enables text-to-speech playback with multiple Japanese character voices using V…
|
C 63 5⁄4 | ||||||||
| 11696 |
Govee WDC CF MCP
Claim
A remote MCP server that can be deployed on Cloudflare Workers without requirin…
|
C 63 5⁄4 | ||||||||
| 11697 |
Pre-trade risk validation and position sizing for AI trading agents via G-formu…
|
C 63 6⁄6 | ||||||||
| 11698 |
A Model Context Protocol server that allows AI assistants to communicate with t…
|
C 63 5⁄4 | ||||||||
| 11699 |
MCPServe
Claim
A simple MCP Server with Shell Execution capabilities that can be connected to …
|
C 63 5⁄5 | ||||||||
| 11700 |
MCP Docs Server
Claim
Provides direct access to local documentation files through simple search and o…
|
C 63 5⁄4 | ||||||||