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Marrow

Unclaimed

by desikai-lab

Multi-provider persistent memory and orchestration backend for AI coding agents via MCP

Install

$pip install -e .

Set up this server

This server needs project-specific setup. Follow the project instructions; no reusable public launch command is available yet.

Project instructions
ai-agentsclaudecursordeveloper-toolsllmmcpmemorypythonantigravitycopilot

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Unclaimed listing

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Security profile

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23 of 23 tools

Documented tools (23)

From project documentation. A server handshake does not verify each tool’s description or behavior.

add_tasks

Adds a list of tasks to the project backlog

complete_tasks

Atomically closes tasks and auto-unblocks dependents

delete_project_artifact

Safely deletes an artifact

get_file_skeleton

Retrieves a token-optimized structural outline of a file

get_guideline

Assembles and returns the full context bundle (guidelines + ADRs) for any named agent role — use for mid-session role switches without disturbing pipeline state

get_project_artifact_outline

Extracts table of contents from a markdown file

get_project_map

Returns a live directory tree of all indexed files

get_session_context

Reads session state and returns phase-appropriate guidelines for the active agent role

get_task_details

Returns full task details by ID

init_project

Creates a new project workspace from the built-in template — use on Glama or any deployment without shell access

list_artifact_history

Lists version history for an artifact

list_project_artifacts

Lists files in artifact storage

list_projects

Returns a list of all available projects

move_project_artifact

Moves or renames an artifact

read_project_artifacts

Reads one or more markdown artifacts

restore_project_artifact

Restores a previous artifact version

run_project_build

Executes a YAML build manifest to assemble context payloads

save_project_artifacts

Creates or updates artifacts (patch, replace, append)

search_code_skeletons

Semantic search over indexed source code skeletons

search_project_artifacts

Global semantic search across all artifacts

search_tasks

Semantic search over tasks

update_task

Updates task fields (status, priority, etc.)

view_file_source

Reads a precise line range from the live source repository

Tool change history

Compared across complete checks of the same configuration. Tools were listed, not invoked. Input-schema changes are not measured here.

No complete tool checks yet.

FAQ

Questions about Marrow MCP Server

How do I connect Marrow MCP Server to Claude?
The listing records `pip install -e .` as its setup step. Run it, then follow the repository's instructions for the client configuration; the listing names Cursor as compatible clients.
Is Marrow MCP Server free?
The listed licence is MIT. Check the upstream terms for permitted use and commercial requirements; a public repository does not by itself mean the software is free or open source. Connected APIs and hosted services may have separate charges.
What can Marrow MCP Server do?
Marrow MCP Server documents 23 tools to the agent, including add_tasks, complete_tasks, delete_project_artifact. The descriptions above come from project documentation. A live handshake does not test individual tool behavior.