MCP tool reference

Auto-generated from the live FastMCP servers — the parameter tables come straight from each tool's type hints, so this page cannot drift from the code. Regenerated on every mkdocs build.

Conditionally registered tools

A few tools are registered only in certain states (e.g. memory's create_project appears only in an un-bootstrapped repo, and the coordinator's create_extraction_graph only when the zettelkasten capability is enabled). Those may be absent below depending on when this page was generated.

coordinator

Task-graph orchestration: scope, design a DAG, execute in waves.

Could not introspect coordinator.server

ModuleNotFoundError: No module named 'mcp.server.fastmcp'

memory

Persistent research tree, skills, code graph, and session continuity.

Could not introspect memory.server

ModuleNotFoundError: No module named 'mcp.server.fastmcp'

memory-artifacts

DVC/S3 experiment provenance and cloud reruns (toggleable companion).

Could not introspect memory.artifacts_server

ModuleNotFoundError: No module named 'mcp.server.fastmcp'

zettelkasten

Multi-source literature-review knowledge graph.

Could not introspect zettelkasten.server

ModuleNotFoundError: No module named 'mcp.server.fastmcp'