wisdomforge

Overview

WisdomForge is an MCP server that implements knowledge management capabilities using vector databases. It allows users to store and retrieve various types of knowledge including best practices, lessons learned, insights, and experiences. The server uses Qdrant's FastEmbed for efficient embedding generation and supports both Qdrant and Chroma as vector backends. It provides tools for storing domain knowledge and retrieving relevant context, making it useful for organizations looking to capture and leverage institutional knowledge.

Try asking AI

After installing, here are 5 things you can ask your AI assistant:

• store_knowledge

  Store domain-specific knowledge in a vector database

  Try:Store this best practice: Always validate user input on both client and server sides.Try:Save this insight: Our most successful projects start with thorough requirement analysis.Try:Document this lesson learned: Poor communication between teams led to project delays.
• retrieve_knowledge_context

  Retrieve relevant domain knowledge from a vector database

  Try:Find information about API security best practices.Try:Retrieve lessons learned from previous project failures.Try:Get insights about effective remote team management.

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Installation

git clone https://github.com/hadv/wisdomforge
cd wisdomforge

npm install

cp .env.example .env

DATABASE_TYPE=qdrant
COLLECTION_NAME=wisdom_collection
QDRANT_URL=https://your-qdrant-instance.example.com
QDRANT_API_KEY=your_api_key
HTTP_SERVER=true
PORT=3000

npm run build

{
  "processes": {
    "knowledge_server": {
      "command": "/path/to/wisdomforge/run-mcp.sh",
      "args": []
    }
  },
  "tools": [
    {
      "name": "store_knowledge",
      "description": "Store domain-specific knowledge in a vector database",
      "provider": "process",
      "process": "knowledge_server"
    },
    {
      "name": "retrieve_knowledge_context",
      "description": "Retrieve relevant domain knowledge from a vector database",
      "provider": "process",
      "process": "knowledge_server"
    }
  ]
}

FAQ

What vector databases does WisdomForge support?

WisdomForge supports both Qdrant and Chroma as vector database backends. You can configure which one to use via the DATABASE_TYPE environment variable.

How do I integrate WisdomForge with Claude Desktop?

Add the process and tool configurations to Claude's settings.json file as shown in the README. Make sure the run-mcp.sh script is executable and the paths are correct.

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