MCP tools

Castellan exposes a progressive-disclosure MCP surface: meta-tools for discovery, compact listings in tools/list, and full schemas on demand via castellan_describe_tool.

Registry: crates/castellan-runtime/src/mcp/registry.rs
Stdio server: castellan mcp
Live episodes: castellan run --mcp → CastellanEngine::call_mcp_tool

Discovery flow

flowchart LR
    A[Agent starts] --> B[discover / search tools]
    B --> C[describe_tool]
    C --> D[Invoke tool]
    D --> E[Governance + trace]

    classDef runtime stroke:#0969da,stroke-width:2px
    classDef substrate stroke:#8250df,stroke-width:2px
    classDef gate stroke:#1a7f37,stroke-width:2px

    class A,B runtime
    class C,D substrate
    class E gate

Discover — castellan_discover_tools returns domain-indexed tool cards (no full schemas).
Search — castellan_search_tools with query (and optional domain) narrows by intent. Results are BM25-ranked over tool name, summary, description, and domain; when no whole term matches (partial words), substring matching kicks in. The response reports which via "ranking": "bm25" | "substring".
Describe — castellan_describe_tool with name returns full schema, preconditions, side effects, examples.
Invoke — tools/call or live mcp_tools observation payload.

Meta-tools are always listed with full schemas. Operational tools in tools/list use compact cards (call castellan_describe_tool for parameters).

Meta tools

Tool	Domain	Purpose
`castellan_discover_tools`	meta	Browse domains and tool names
`castellan_search_tools`	meta	BM25-ranked search over catalog
`castellan_describe_tool`	meta	Full ToolSpec for one tool

Operational tools

Tool	Domain	Summary	Live (`--mcp`)	Governance
`castellan_deposit_signal`	substrate	Deposit pheromone into zone	Yes	pre/post hooks
`castellan_read_signal`	substrate	Read signal strength	Yes	read-only
`castellan_read_blackboard`	substrate	Read blackboard slot	Yes	read-only
`castellan_topology_snapshot`	substrate	Harness topology JSON	Yes	read-only
`castellan_metrics`	substrate	Session counters	Yes	read-only
`castellan_multiplexer_status`	multiplexer	Dashboard statusline snapshot	Yes	read-only
`castellan_propose_mutation`	evolve	Preview harness mutation (diff + drift); does not apply	Yes	preview-only
`castellan_resolve_mutation`	evolve	Accept or reject a persisted proposal	Yes	high-impact gate
`castellan_read_resource`	substrate	Resolve typed URI (`episode://`, `genome://`, `pane://`, `blackboard://`)	Yes	read-only
`castellan_recall`	memory	Recall durable memory by key	Yes	read-only
`castellan_remember`	memory	Store durable memory entry	Yes	pre/post hooks
`castellan_query_field_history`	substrate	Query pressure-field history	Yes	read-only

All operational tools are in LIVE_TOOL_NAMES for castellan run --mcp.

Start the server

castellan mcp

Wire your MCP client to stdin/stdout JSON-RPC. Cursor config example in Cursor setup.

Example: discovery sequence

{"name": "castellan_search_tools", "arguments": {"query": "deposit", "domain": "substrate"}}

{"name": "castellan_describe_tool", "arguments": {"name": "castellan_deposit_signal"}}

{"name": "castellan_deposit_signal", "arguments": {"zone": "grid", "signal": "coordination", "amount": 2.0}}

Example: live episode

Observation payload for castellan run --goal "..." --plugin gridworld --mcp:

{
  "mcp_tools": [
    {
      "tool": "castellan_deposit_signal",
      "args": { "zone": "grid", "signal": "coordination", "amount": 2.0 }
    }
  ]
}

Trace JSONL emits mcp_discovery for meta-tools and mcp_tool for operational calls. Governance pre/post hooks apply on the hot path.

Design principles

Principle	Implementation
Progressive discovery	Meta-tools before full schemas
Context efficiency	Compact `tools/list` for operational tools
Live parity	Same registry for `castellan mcp` and `castellan run --mcp`
Description quality	Summary + preconditions + side effects per tool

Adding a tool

Add ToolSpec in registry.rs and register in all_tool_specs().
Add handler in handlers.rs and route in call_tool_with_registry.
Add name to LIVE_TOOL_NAMES if live episodes should expose it.
Update this page and run cargo test -p castellan-runtime.

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