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Model Context Protocol server for Microsoft Purview

Project description

Purview MCP Server

FastMCP-based server that exposes Microsoft Purview data governance operations through the Model Context Protocol.

Full documentation: docs/purview-mcp-server.md


Quick Start

# stdio (default) — from repo root, venv active
$env:PURVIEW_ACCOUNT_NAME = "your-account"
python tools/PurviewMCPServer/server.py
# Streamable-HTTP
$env:PURVIEW_MCP_TRANSPORT = "streamable-http"
$env:PURVIEW_MCP_PORT      = "8000"
python tools/PurviewMCPServer/server.py
# endpoint: http://127.0.0.1:8000/mcp
# Azure Functions (func host)
cd tools/hosting/app && func start --port 7073
# endpoint: http://localhost:7073/api/mcp

Transport Protocols

Transport Env value VS Code mcp.json type Endpoint
stdio (default) stdio "command" process stdin/stdout
Streamable-HTTP streamable-http or http "http" /mcp (standalone) or /api/mcp (Azure Functions)
SSE (legacy) sse "sse" /sse (standalone only — not compatible with Azure Functions)

VS Code mcp.json

{
  "servers": {
    "purview-mcp-server-stdio": {
      "command": "./.venv/Scripts/python",
      "args": ["tools/PurviewMCPServer/server.py"],
      "env": { "PURVIEW_ACCOUNT_NAME": "your-account" }
    },
    "purview-mcp-server-http": {
      "type": "http",
      "url": "http://localhost:7073/api/mcp"
    }
  }
}

Environment Variables

Variable Required Default Description
PURVIEW_ACCOUNT_NAME Yes Purview account name (no suffix)
AZURE_TENANT_ID No Azure tenant GUID
AZURE_CLIENT_ID No Service principal client ID
AZURE_CLIENT_SECRET No Service principal secret
AZURE_REGION No public Sovereign cloud: usgov, china
PURVIEW_MAX_RETRIES No 3 API retry count
PURVIEW_TIMEOUT No 30 Request timeout (seconds)
PURVIEW_BATCH_SIZE No 100 Bulk operation batch size
PURVIEW_MCP_TRANSPORT No stdio Transport protocol
PURVIEW_MCP_HOST No 127.0.0.1 Bind host (HTTP/SSE modes)
PURVIEW_MCP_PORT No 8000 Bind port (HTTP/SSE modes)

Copy .env.example to .env and fill in your values. Never commit .env.


Available Tools (37 + registry)

Category Tools
Entity (8) get_entity, create_entity, update_entity, delete_entity, search_entities, batch_create_entities, batch_update_entities, import_entities_from_csv
Glossary (3) get_glossary_terms, create_glossary_term, assign_term_to_entities
Unified Catalog (11) uc_list_domains, uc_get_domain, uc_create_domain, uc_list_terms, uc_get_term, uc_create_term, uc_search_terms, uc_list_custom_metadata_defs, uc_cleanup_metadata_definition, uc_delete_metadata_definition, uc_delete_metadata_from_asset
Collections (5) list_collections, get_collection, create_collection, delete_collection, get_collection_path
Lineage (2) get_lineage, create_lineage
Search (2) search_suggest, search_browse
Type Defs (2) get_typedef, list_typedefs
Relationships (3) create_relationship, get_relationship, delete_relationship
Account + Registry (3) get_account_properties, list_available_operations, invoke_operation

Recommended First Commands

1) list_available_operations()
2) get_account_properties()
3) search_entities(query="customer", limit=5)
4) uc_list_domains()

Files

File Purpose
server.py FastMCP server — all 37 tool definitions
config.py PurviewMCPConfig frozen dataclass — env var parsing and validation
__version__.py Package version
.env.example Environment variable template
PROMPT_INSTRUCTIONS.md Detailed prompt guidance for AI assistants
pyproject.toml Package metadata (purview-mcp-server)
Dockerfile Container image for standalone deployment
docker-compose.yml Local container stack

For Azure Functions hosting files, see tools/hosting/.


See docs/purview-mcp-server.md for the full reference including client setup for Claude Code and Cursor, Azure Functions deployment, all prompt examples, workflows, and troubleshooting.

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