Onyx Knowledge Base

Onyx MCP Server

A Model Context Protocol (MCP) server for seamless integration with Onyx AI knowledge bases.

This MCP server connects any MCP-compatible client to your Onyx knowledge base, allowing you to search and retrieve relevant context from your documents. It provides a bridge between MCP clients and the Onyx API, enabling powerful semantic search and chat capabilities.

Features

• Enhanced Search: Semantic search across your Onyx document sets with LLM relevance filtering
• Context Window Retrieval: Retrieve chunks above and below the matching chunk for better context
• Full Document Retrieval: Option to retrieve entire documents instead of just chunks
• Chat Integration: Use Onyx's powerful chat API with LLM + RAG for comprehensive answers
• Configurable Document Set Filtering: Target specific document sets for more relevant results

Installation

Installing via Smithery

To install Onyx MCP Server for Claude Desktop automatically via Smithery:

npx -y @smithery/cli install @lupuletic/onyx-mcp-server --client claude

Prerequisites

• Node.js (v16 or higher)
• An Onyx instance with API access
• An Onyx API token

Setup

1. Clone the repository:

   git clone https://github.com/lupuletic/onyx-mcp-server.git
   cd onyx-mcp-server
   

2. Install dependencies:

   npm install
   

3. Build the server:

   npm run build
   

4. Configure your Onyx API Token:

   export ONYX_API_TOKEN="your-api-token-here"
   export ONYX_API_URL="http://localhost:8080/api"  # Adjust as needed
   

5. Start the server:

   npm start
   

Configuring MCP Clients

For Claude Desktop App

Add to ~/Library/Application Support/Claude/claude_desktop_config.json:

{
  "mcpServers": {
    "onyx-search": {
      "command": "node",
      "args": ["/path/to/onyx-mcp-server/build/index.js"],
      "env": {
        "ONYX_API_TOKEN": "your-api-token-here",
        "ONYX_API_URL": "http://localhost:8080/api"
      },
      "disabled": false,
      "alwaysAllow": []
    }
  }
}

For Claude in VSCode (Cline)

Add to your Cline MCP settings file:

{
  "mcpServers": {
    "onyx-search": {
      "command": "node",
      "args": ["/path/to/onyx-mcp-server/build/index.js"],
      "env": {
        "ONYX_API_TOKEN": "your-api-token-here",
        "ONYX_API_URL": "http://localhost:8080/api"
      },
      "disabled": false, 
      "alwaysAllow": []
    }
  }
}

For Other MCP Clients

Consult your MCP client's documentation for how to add a custom MCP server. You'll need to provide:

• The command to run the server (node)
• The path to the built server file (/path/to/onyx-mcp-server/build/index.js)
• Environment variables for ONYX_API_TOKEN and ONYX_API_URL

Available Tools

Once configured, your MCP client will have access to two powerful tools:

1. Search Tool

The search_onyx tool provides direct access to Onyx's search capabilities with enhanced context retrieval:

<use_mcp_tool>
<server_name>onyx-search</server_name>
<tool_name>search_onyx</tool_name>
<arguments>
{
  "query": "customer onboarding process",
  "documentSets": ["Company Policies", "Training Materials"],
  "maxResults": 3,
  "chunksAbove": 1,
  "chunksBelow": 1,
  "retrieveFullDocuments": true
}
</arguments>
</use_mcp_tool>

Parameters:

• query (required): The topic to search for
• documentSets (optional): List of document set names to search within (empty for all)
• maxResults (optional): Maximum number of results to return (default: 5, max: 10)
• chunksAbove (optional): Number of chunks to include above the matching chunk (default: 1)
• chunksBelow (optional): Number of chunks to include below the matching chunk (default: 1)
• retrieveFullDocuments (optional): Whether to retrieve full documents instead of just chunks (default: false)

2. Chat Tool

The chat_with_onyx tool leverages Onyx's powerful chat API with LLM + RAG for comprehensive answers:

<use_mcp_tool>
<server_name>onyx-search</server_name>
<tool_name>chat_with_onyx</tool_name>
<arguments>
{
  "query": "What is our company's policy on remote work?",
  "personaId": 15,
  "documentSets": ["Company Policies", "HR Documents"],
  "chatSessionId": "optional-existing-session-id"
}
</arguments>
</use_mcp_tool>

Parameters:

• query (required): The question to ask Onyx
• personaId (optional): The ID of the persona to use (default: 15)
• documentSets (optional): List of document set names to search within (empty for all)
• chatSessionId (optional): Existing chat session ID to continue a conversation

Chat Sessions

The chat tool supports maintaining conversation context across multiple interactions. After the first call, the response will include a chat_session_id in the metadata. You can pass this ID in subsequent calls to maintain context.

Choosing Between Search and Chat

• Use Search When: You need specific, targeted information from documents and want to control exactly how much context is retrieved.
• Use Chat When: You need comprehensive answers that combine information from multiple sources, or when you want the LLM to synthesize information for you.

For the best results, you can use both tools in combination - search for specific details and chat for comprehensive understanding.

Use Cases

• Knowledge Management: Access your organization's knowledge base through any MCP-compatible interface
• Customer Support: Help support agents quickly find relevant information
• Research: Conduct deep research across your organization's documents
• Training: Provide access to training materials and documentation
• Policy Compliance: Ensure teams have access to the latest policies and procedures

Development

Running in Development Mode

npm run dev

Committing Changes

This project enforces the Conventional Commits specification for all commit messages. To make this easier, we provide an interactive commit tool:

npm run commit

This will guide you through creating a properly formatted commit message. Alternatively, you can write your own commit messages following the conventional format:

<type>[optional scope]: <description>

[optional body]

[optional footer(s)]

Where type is one of: feat, fix, docs, style, refactor, perf, test, build, ci, chore, revert

Building for Production

npm run build

Testing

Run the test suite:

npm test

Run tests with coverage:

npm run test:coverage

Linting

npm run lint

Fix linting issues:

npm run lint:fix

Continuous Integration

This project uses GitHub Actions for continuous integration and deployment. The CI pipeline runs on every push to the main branch and on pull requests. It performs the following checks:

• Linting
• Building
• Testing
• Code coverage reporting

Automated Version Bumping and Publishing

When a PR is merged to the main branch, the project automatically determines the appropriate version bump type and publishes to npm. The system analyzes both PR titles and commit messages to determine the version bump type.

1. PR Title Validation: All PR titles are validated against the Conventional Commits specification:

   • PR titles must start with a type (e.g., feat:, fix:, docs:)
   • This validation happens automatically when a PR is created or updated
   • PRs with invalid titles will fail the validation check

2. Commit Message Validation: All commit messages are also validated against the conventional commits format:

   • Commit messages must start with a type (e.g., feat:, fix:, docs:)
   • This is enforced by git hooks that run when you commit
   • Commits with invalid messages will be rejected
   • Use npm run commit for an interactive commit message creation tool

3. Version Bump Determination: The system analyzes both the PR title and commit messages to determine the appropriate version bump:

   • PR titles starting with feat or containing new features → minor version bump
   • PR titles starting with fix or containing bug fixes → patch version bump
   • PR titles containing BREAKING CHANGE or with an exclamation mark → major version bump
   • If the PR title doesn't indicate a specific bump type, the system analyzes commit messages
   • The highest priority bump type found in any commit message is used (major > minor > patch)
   • If no conventional commit prefixes are found, the system automatically defaults to a patch version bump without failing

4. Version Update and Publishing:

   • Bumps the version in package.json according to semantic versioning
   • Commits and pushes the version change
   • Publishes the new version to npm

This automated process ensures consistent versioning based on the nature of the changes, following semantic versioning pri

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