MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 3 hours, 31 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 9801 |
A Model Context Protocol server that provides tools for searching arXiv papers …
|
C 66 5⁄5 | ||||||||
| 9802 |
Provides access to official French legal databases (Légifrance and JudiLibre) f…
|
C 66 5⁄5 | ||||||||
| 9803 |
Enables aerodynamic analysis through XFOIL polar computations. Provides typed m…
|
C 66 5⁄5 | ||||||||
| 9804 |
Enables AI-driven PDF document processing including PDF to Markdown conversion,…
|
C 66 5⁄4 | ||||||||
| 9805 |
An MCP server that allows users to generate, edit, and create variations of ima…
|
C 66 5⁄5 | ||||||||
| 9806 |
Enables execution of shell commands, directory navigation, and interactive prog…
|
C 66 5⁄4 | ||||||||
| 9807 |
A custom Model Context Protocol server that gives Claude Desktop and other LLMs…
|
C 66 5⁄4 | ||||||||
| 9808 |
A Model Context Protocol server that enables AI assistants to control Chrome br…
|
C 66 5⁄4 | ||||||||
| 9809 |
Enables development support for AS400/IBM i systems by providing read-only acce…
|
C 66 5⁄5 | ||||||||
| 9810 |
Provides AI assistants with direct access to the complete Godot Engine document…
|
C 66 5⁄4 | ||||||||
| 9811 |
|
C 66 5⁄5 | ||||||||
| 9812 |
Personal environment variable memory with semantic search and project managemen…
|
C 66 5⁄5 | ||||||||
| 9813 |
Provides machine learning researchers with tools for creating publication-quali…
|
C 66 5⁄5 | ||||||||
| 9814 |
This is an MCP server that facilitates building tools for interacting with vari…
|
C 66 5⁄4 | ||||||||
| 9815 |
A streamlined MCP server designed for querying on-call runbooks through an opti…
|
C 66 5⁄5 | ||||||||
| 9816 |
MCP server for exploring AOSP internals and Jetpack libraries
|
C 66 5⁄4 | ||||||||
| 9817 |
An MCP server that provides fast Spotlight file search capabilities for macOS
|
C 66 5⁄5 | ||||||||
| 9818 |
Allows AI assistants like Claude to directly interact with and control DaVinci …
|
C 66 5⁄4 | ||||||||
| 9819 |
Marcus Local MCP Server
Claim
Enables AI assistants to semantically search through indexed documentation webs…
|
C 66 5⁄4 | ||||||||
| 9820 |
Enables comprehensive control and automation of Yandex Browser, including tab m…
|
C 66 5⁄5 | ||||||||
| 9821 |
Meteora DLMM MCP Server
Claim
A personal MCP server for managing Meteora decentralized liquidity market maker…
|
C 66 5⁄5 | ||||||||
| 9822 |
An MCP server that enables AI models to inspect local Python packages by retrie…
|
C 66 5⁄4 | ||||||||
| 9823 |
A Model Context Protocol server that provides accurate network time services fo…
|
C 66 5⁄4 | ||||||||
| 9824 |
A minimal learning-focused MCP server that demonstrates core primitives like to…
|
C 66 5⁄5 | ||||||||
| 9825 |
Enables AI assistants to control the Sushi audio engine via gRPC for real-time …
|
C 66 5⁄5 | ||||||||
| 9826 |
An MCP server for SiYuan Note that enables comprehensive management of notebook…
|
C 66 5⁄5 | ||||||||
| 9827 |
A Model Context Protocol (MCP) server designed for learning and experimentation…
|
C 66 5⁄4 | ||||||||
| 9828 |
deep-research
Claim
Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP…
|
C 66 6⁄4 | ||||||||
| 9829 |
Automated DOCX Redlining Engine
|
C 66 5⁄4 | ||||||||
| 9830 |
This MCP server connects clients with Shopify store data, enabling retrieval of…
|
C 66 5⁄5 | ||||||||
| 9831 |
Seedream 4.0 MCP
Claim
Enables AI image generation through Volcano Engine's Seedream 4.0 API, supporti…
|
C 66 5⁄5 | ||||||||
| 9832 |
A Model Context Protocol server that enables integration with GitHub Actions, a…
|
C 66 5⁄5 | ||||||||
| 9833 |
Execute Python code with persistent state across Claude conversations using a b…
|
C 66 5⁄4 | ||||||||
| 9834 |
Jira MCP Server
Claim
A simple MCP server that provides access to Jira issues from Cursor AI, allowin…
|
C 66 5⁄5 | ||||||||
| 9835 |
Enables AI assistants to manage personal expenses through natural conversation,…
|
C 66 5⁄4 | ||||||||
| 9836 |
MCP server for AI agents to detect flash loan arbitrage opportunities across DE…
|
C 66 5⁄5 | ||||||||
| 9837 |
mcp
Claim
MCP server exposing Hummingbot API for automated multi-exchange trading
|
C 66 5⁄4 | ||||||||
| 9838 |
Easily understand your authorization by querying the OSO Cloud API using natura…
|
C 66 5⁄4 | ||||||||
| 9839 |
Analyzes runtime data objects to suggest optimal UI component instructions for …
|
C 66 5⁄4 | ||||||||
| 9840 |
An MCP server that enhances Brave Search results by using Puppeteer to extract …
|
C 66 5⁄5 | ||||||||
| 9841 |
An MCP server that provides Claude with comprehensive desktop automation capabi…
|
C 66 5⁄5 | ||||||||
| 9842 |
This server enables running a Model Context Protocol in a web browser with func…
|
C 66 5⁄5 | ||||||||
| 9843 |
Provides translation capabilities using the DeepL API, supporting text translat…
|
C 66 5⁄5 | ||||||||
| 9844 |
Deterministic pre-execution safety certification for autonomous AI agents. Eval…
|
C 66 5⁄4 | ||||||||
| 9845 |
A Model Context Protocol server that connects AI assistants to Brazilian public…
|
C 66 5⁄5 | ||||||||
| 9846 |
MCP server providing 50+ tools for MITRE ATT&CK techniques, groups, and mitigat…
|
C 66 5⁄4 | ||||||||
| 9847 |
freshrelease_py
Claim
|
C 66 5⁄4 | ||||||||
| 9848 |
Exposes Monobank personal account data through MCP tools, allowing users to fet…
|
C 66 5⁄5 | ||||||||
| 9849 |
Enables batch image compression and resizing using the TinyPNG API. Supports PN…
|
C 66 5⁄5 | ||||||||
| 9850 |
MCP server that lets LLMs execute code through the Piston remote code execution…
|
C 66 5⁄5 | ||||||||