MCP Tools DirectoryAbout this integration
MCP server for ML drift detection, MLflow registry diffing, and HMAC-gated model rollback
- Transport
- stdio
- Authentication
- none
- Initial setup
- none
- Runtime
- unattended
- Evidence
- documented
- Version
- 0.1.2
- Package
- mendrift-mcp
- Last compatibility test
- Not independently tested
Connect your agent
mendrift-mcpPinned publisher README and manifest reviewed offline; package and integration were not executed or independently security-audited. Live mode can mutate an MLflow production alias after HMAC approval.
Capabilities: Analyze model and data drift, Compare ML deployments and open incidents, Propose and execute approval-gated rollbacks
Connected profiles
Additional details
io.github.suneel190700/mendrift-mcp
Source ↗ · Checked 2026-09-170.1.2
Source ↗ · Checked 2026-09-17CC0-1.0; package licenses are separate
Source ↗ · Checked 2026-09-17pypi
Source ↗ · Checked 2026-09-17mendrift-mcp
Source ↗ · Checked 2026-09-200.1.2
Source ↗ · Checked 2026-09-20Publisher documents a fixture-backed demo as a stdio MCP server.
Source ↗ · Checked 2026-09-20The demo configuration uses only non-secret MENDRIFT_DEMO; live infrastructure has additional requirements.
Source ↗ · Checked 2026-09-20Run uvx mendrift-mcp with MENDRIFT_DEMO=1 for fixture-backed mode.
Source ↗ · Checked 2026-09-20Publisher documentation reviewed; package and integration endpoint not executed or independently security-audited.
Source ↗ · Checked 2026-09-20