Tribal MCP Server
Tribal is an MCP server implementation for error knowledge tracking and retrieval, providing REST API and native MCP interfaces to help Claude remember and learn programming errors.
rating : 2.5 points
downloads : 8.2K
What is Tribal?
Tribal is a service focused on storing and retrieving programming errors and their solutions. It helps users quickly find answers to similar problems through vector similarity search and builds a personalized knowledge base for future work.How to use Tribal?
Users can add error records, search for similar problems, and obtain solutions through simple commands or integrated tools.Applicable Scenarios
It is suitable for problem tracking and knowledge sharing scenarios encountered by developers during daily coding.Main Features
Error Record Storage
Supports storing detailed error context information for subsequent analysis.
Vector Similarity Search
Uses ChromaDB for efficient vector similarity search to quickly locate relevant problems.
Multi-interface Support
Provides REST API and native MCP interfaces for easy integration with other tools.
JWT Authentication
Implements a secure authentication mechanism through API keys and JWT.
Advantages
Quickly locate similar problems and improve development efficiency.
Flexibility of local storage and cloud integration.
Easy to integrate with other tools (such as Claude).
Supports custom deployment and expansion.
Limitations
Requires a certain basic environment (such as Python and Docker).
May require higher computing resources for large-scale datasets.
How to Use
Install Tribal
Install Tribal through the uv package manager.
Start the Service
Run the Tribal service to enable error tracking.
Integrate into Claude
Add Tribal to Claude's MCP server list.
Usage Examples
Example 1: Find Similar Errors
When developers encounter an unknown error, they can use Tribal to search for similar solutions.
Example 2: Record a New Error
After solving a problem, you can record the error for future use.
Frequently Asked Questions
How to start using Tribal?
Does it support cloud deployment?
How to update an existing error record?
Related Resources
Official Documentation
Detailed usage instructions and technical documentation.
GitHub Code Repository
Open-source code and contribution guidelines.
Video Tutorial
Quick start tutorial.

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