Datris MCP Server
MCP (Model Context Protocol) server for the Datris AI Agent-Native Data Platform. Enables AI agents (Claude Desktop, Claude Code, Cursor, and custom frameworks) to natively interact with the platform — discover data, create pipelines, upload files, monitor jobs, search vector databases, query structured data, and answer questions with AI.
Install
pip install datris-mcp-server
Usage
stdio mode (Claude Desktop / Claude Code)
DATRIS_API_URL=http://localhost:8080 datris-mcp-server
Or run directly:
DATRIS_API_URL=http://localhost:8080 python server.py
SSE mode (Docker / remote agents)
DATRIS_API_URL=http://localhost:8080 datris-mcp-server --sse --port 3000
Docker
The MCP server starts automatically with docker compose up in SSE mode on port 3000.
Configuration
Claude Desktop
Add to ~/Library/Application Support/Claude/claude_desktop_config.json:
{
"mcpServers": {
"datris": {
"command": "datris-mcp-server",
"env": {
"DATRIS_API_URL": "http://localhost:8080"
}
}
}
}
Claude Code
Add to .mcp.json in your project root:
{
"mcpServers": {
"datris": {
"command": "datris-mcp-server",
"env": {
"DATRIS_API_URL": "http://localhost:8080"
}
}
}
}
Environment Variables
| Variable | Default | Description |
|---|---|---|
DATRIS_API_URL |
http://localhost:8080 |
Datris REST API server URL |
REQUIRE_API_KEY |
false |
Reject SSE/HTTP sessions that connect without x-api-key |
Authentication
There is no server-side API key. Each connecting agent authenticates per session by sending an x-api-key header; mcp-server forwards that key as-is to the Datris REST API on every tool call. The Datris REST API validates against oss/api-keys Vault secret (single-tenant) or api-key-mappings (multi-tenant). Manage keys in the Configuration UI's Secrets tab.
Tools
30+ tools across these categories:
- Pipeline Management — create, list, get, delete pipelines; upload files; monitor jobs
- Vector Search — semantic search across Qdrant, Weaviate, Milvus, Chroma, pgvector
- Database Query — read-only SQL queries (PostgreSQL) and MongoDB queries
- Metadata Discovery — explore databases, schemas, tables, columns, collections
- AI — RAG-powered question answering
- System — health checks, version info
See the full documentation at docs.datris.ai/mcp-server.
License
Apache 2.0
1 maintainer
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