Delegations

An MCP server that exposes a library of delegation prompts as tools. A smart orchestrator LLM uses these tools to hand off bounded tasks to a reduced LLM or coding agent, which receives a fully-constructed, self-contained prompt requiring no broader context.

Configuration

Config is discovered by walking up from the working directory, then merged with ~/.delegations.toml. Project config extends global; library blocks merge field-by-field (project overrides global per field).

# .delegations.toml

[agent]
executable = "copilot"
args = ["--model", "gpt-4o-mini", "--prompt", "Instructions in: {prompt_path}"]

output_dir = "/tmp"   # where prompts and transcripts are written

[library.devteam]
path = "./library/devteam"
test_executable = "/usr/bin/python3"
test_args = ["-m", "pytest"]

{prompt_path} in agent args is replaced with the path to the rendered prompt file.

Running

The server must run on the host filesystem — the agent it spawns edits files directly and needs access to your project.

stdio mode — recommended, zero config

The MCP client spawns the server automatically, inheriting its working directory. Config is discovered from there. No setup required beyond installing the package.

MCP client config (e.g. Claude Desktop):

{
  "mcpServers": {
    "delegations": {
      "command": "uv",
      "args": ["run", "--directory", "/path/to/delegations-mcp", "delegations-mcp"]
    }
  }
}

HTTP mode — persistent session server

Useful when multiple agents share a session: the registry is loaded once, and the async lock for lock: true delegations is shared across all connections.

Run from your project directory (so config discovery finds .delegations.toml):

cd /your/project
delegations-mcp --transport http --port 8000
# or: uv run --directory /path/to/delegations-mcp delegations-mcp --transport http

Connect your MCP client to http://localhost:8000/mcp. One server instance per project — the working directory at startup determines which config and libraries are used.

Tools exposed

Tool	Description
list_delegations()	Lists available delegations; refreshes registry from disk
get_delegation(name)	Returns full details and merged input schema for a delegation
run_delegation(name, inputs)	Runs a delegation; returns summary, prompt_path, transcript_path

Delegation names are library:delegation (e.g. devteam:implement).

Libraries

See library/devteam/README.md for the bundled devteam library. See docs/library-implementation.md to author your own.