managed-research

Pure-Python public SMR surfaces for Managed Research.

Current scope:

• SMR API client
• SMR MCP stdio server
• generated-schema sync path for public SMR contracts

Out of scope for this slice:

• runtime internals
• sandbox/session control
• private backend models

Install

pip install -U managed-research

For local development:

uv sync --extra dev

Run the MCP server

uv run managed-research-mcp

The package reads SYNTH_API_KEY and SYNTH_BACKEND_URL from the environment.

Python API surface:

from managed_research import ManagedResearchClient

client = ManagedResearchClient(api_key="sk_...")
projects = client.list_projects()

Sync exported public schemas

uv run python scripts/sync_public_schemas.py --source /path/to/exported/schemas

If you prefer environment configuration, set MANAGED_RESEARCH_SCHEMA_SOURCE instead of passing --source.

There is also a console entrypoint:

uv run managed-research-sync-schemas --source /path/to/exported/schemas