Patronus MCP Server
P

Patronus MCP Server

The Patronus MCP Server is a standardized interface service provided for the Patronus SDK, supporting powerful LLM system optimization, evaluation, and experimentation functions.
2.5 points
8.3K

What is the Patronus MCP Server?

The Patronus MCP Server is a tool that provides a unified interface, specifically designed for optimizing, evaluating, and experimenting with large language models (LLMs). It supports various functions, such as single evaluation, batch evaluation, and complex experiment management.

How to use the Patronus MCP Server?

Through simple installation and configuration steps, you can quickly start the server and begin using its functions. Just a few commands are needed to complete the initialization, and you can operate using the rich API interfaces.

Applicable scenarios

Suitable for researchers, developers, and enterprise users who need to conduct comprehensive analysis of LLM performance. Whether developing new models or improving existing ones, this tool can be used to achieve efficient evaluation.

Main Features

Project Initialization
Initialize the server by providing an API key and project settings.
Single Evaluation
Supports single evaluation for specific task inputs and outputs.
Batch Evaluation
Can process multiple evaluation requests at once to improve efficiency.
Run Experiments
Allows users to define complex experiment scenarios and monitor the results.
Get Evaluator Information
Lists all available evaluators and their corresponding criteria.
Create New Criteria
Allows customizing new evaluation criteria.
Custom Evaluation
Performs more flexible task output evaluation based on custom functions.
Advantages
Powerful multi - task processing ability
Rich library of evaluation criteria
Supports highly customized requirements
Limitations
Requires a certain technical background to fully master
Some advanced functions may require additional learning costs

How to Use

Install the Server
Clone the repository, create a virtual environment, and install the dependencies.
Start the Server
Start the server using the provided API key.
Test the Connection
Run an interactive test script to verify that the connection is normal.

Usage Examples

Single Evaluation Example
Demonstrates how to perform an evaluation on a single task.
Batch Evaluation Example
Shows how to process multiple evaluation requests simultaneously.

Frequently Asked Questions

How to ensure the security of my API key?
Can I add more custom evaluation criteria?

Related Resources

Official Documentation
Detailed guide on using the server.
GitHub Repository
Source code and contribution guidelines.

Installation

Copy the following command to your Client for configuration
Note: Your key is sensitive information, do not share it with anyone.

Alternatives

V
Vestige
Vestige is an AI memory engine based on cognitive science. By implementing 29 neuroscience modules such as prediction error gating, FSRS - 6 spaced repetition, and memory dreaming, it provides long - term memory capabilities for AI. It includes a 3D visualization dashboard and 21 MCP tools, runs completely locally, and does not require the cloud.
Rust
5.3K
4.5 points
M
Moltbrain
MoltBrain is a long-term memory layer plugin designed for OpenClaw, MoltBook, and Claude Code, capable of automatically learning and recalling project context, providing intelligent search, observation recording, analysis statistics, and persistent storage functions.
TypeScript
4.9K
4.5 points
B
Bm.md
A feature-rich Markdown typesetting tool that supports multiple style themes and platform adaptation, providing real-time editing preview, image export, and API integration capabilities
TypeScript
4.3K
5 points
S
Security Detections MCP
Security Detections MCP is a server based on the Model Context Protocol that allows LLMs to query a unified security detection rule database covering Sigma, Splunk ESCU, Elastic, and KQL formats. The latest version 3.0 is upgraded to an autonomous detection engineering platform that can automatically extract TTPs from threat intelligence, analyze coverage gaps, generate SIEM-native format detection rules, run tests, and verify. The project includes over 71 tools, 11 pre-built workflow prompts, and a knowledge graph system, supporting multiple SIEM platforms.
TypeScript
6.5K
4 points
P
Paperbanana
Python
7.8K
5 points
B
Better Icons
An MCP server and CLI tool that provides search and retrieval of over 200,000 icons, supports more than 150 icon libraries, and helps AI assistants and developers quickly obtain and use icons.
TypeScript
6.5K
4.5 points
A
Assistant Ui
assistant - ui is an open - source TypeScript/React library for quickly building production - grade AI chat interfaces, providing composable UI components, streaming responses, accessibility, etc., and supporting multiple AI backends and models.
TypeScript
7.7K
5 points
A
Apify MCP Server
The Apify MCP Server is a tool based on the Model Context Protocol (MCP) that allows AI assistants to extract data from websites such as social media, search engines, and e-commerce through thousands of ready-to-use crawlers, scrapers, and automation tools (Apify Actors). It supports OAuth and Skyfire proxy payment and can be integrated into MCP clients such as Claude and VS Code through HTTPS endpoints or local stdio.
TypeScript
7.6K
5 points
M
Markdownify MCP
Markdownify is a multi-functional file conversion service that supports converting multiple formats such as PDFs, images, audio, and web page content into Markdown format.
TypeScript
35.8K
5 points
G
Gitlab MCP Server
Certified
The GitLab MCP server is a project based on the Model Context Protocol that provides a comprehensive toolset for interacting with GitLab accounts, including code review, merge request management, CI/CD configuration, and other functions.
TypeScript
25.0K
4.3 points
N
Notion Api MCP
Certified
A Python-based MCP Server that provides advanced to-do list management and content organization functions through the Notion API, enabling seamless integration between AI models and Notion.
Python
20.6K
4.5 points
D
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
74.1K
4.3 points
U
Unity
Certified
UnityMCP is a Unity editor plugin that implements the Model Context Protocol (MCP), providing seamless integration between Unity and AI assistants, including real - time state monitoring, remote command execution, and log functions.
C#
32.6K
5 points
F
Figma Context MCP
Framelink Figma MCP Server is a server that provides access to Figma design data for AI programming tools (such as Cursor). By simplifying the Figma API response, it helps AI more accurately achieve one - click conversion from design to code.
TypeScript
65.3K
4.5 points
C
Context7
Context7 MCP is a service that provides real-time, version-specific documentation and code examples for AI programming assistants. It is directly integrated into prompts through the Model Context Protocol to solve the problem of LLMs using outdated information.
TypeScript
98.1K
4.7 points
G
Gmail MCP Server
A Gmail automatic authentication MCP server designed for Claude Desktop, supporting Gmail management through natural language interaction, including complete functions such as sending emails, label management, and batch operations.
TypeScript
21.1K
4.5 points
AIBase
Zhiqi Future, Your AI Solution Think Tank
© 2026AIBase