T

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.
2.5 points
22

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 StorageSupports storing detailed error context information for subsequent analysis.
Vector Similarity SearchUses ChromaDB for efficient vector similarity search to quickly locate relevant problems.
Multi-interface SupportProvides REST API and native MCP interfaces for easy integration with other tools.
JWT AuthenticationImplements a secure authentication mechanism through API keys and JWT.

Advantages and Limitations

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 ErrorsWhen developers encounter an unknown error, they can use Tribal to search for similar solutions.
Example 2: Record a New ErrorAfter 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.
Installation
Copy the following command to your Client for configuration
{
     "mcpServers": [
       {
         "name": "tribal",
         "launchCommand": "tribal"
       }
     ]
   }

{
     "mcpServers": [
       {
         "name": "tribal",
         "url": "http://localhost:5000"
       }
     ]
   }
Note: Your key is sensitive information, do not share it with anyone.
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