relative-interpreter-mcp

relative-interpreter-mcp

An MCP server that enables LLMs to act as an interpreter for the Relative service, providing tools for navigating, reading, editing, executing, and managing models through natural language.

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README

Relative — MCP Interpreter

An MCP server that lets an LLM (Claude Code, Claude Desktop, any MCP host) act as a third interpreter for the Relative service — alongside relative-interpreter-list and relative-interpreter-graph, which are browser UIs for a human. This one exposes a model as tools instead of buttons.

See DESIGN.md for why it is shaped the way it is.

Run

npm install
RELATIVE_SERVICE_URL=http://localhost:4000/api npm start

Needs a running relative service (see that repo's README.md). RELATIVE_SERVICE_URL defaults to http://localhost:4000/api.

Register it as a local stdio server. For Claude Code, in .mcp.json:

{
  "mcpServers": {
    "relative": {
      "command": "npx",
      "args": ["tsx", "/path/to/relative-interpreter-mcp/src/main.ts"],
      "env": { "RELATIVE_SERVICE_URL": "http://localhost:4000/api" }
    }
  }
}

What it gives the model

Reads return a compact outline, not JSON — names as identifiers, links as arrows, submodels summarised to a line:

Model "Switch Circuit" · 4 nodes, 3 links, 1 view · rev 0
Scope: (root)

Nodes:
  battery  const boolean = true    out out:boolean
  switch   var boolean = false     in in:boolean  out out:boolean
  circuit  fn python runtimes/python/examples/circuit.py [onUpdate]   in powered:boolean,closed:boolean  out lit:boolean
  bulb     var boolean = false     in in:boolean  out out:boolean

Links:
  battery.out -> circuit.powered  [power flow]  battery powers circuit
  switch.out -> circuit.closed    [power flow]  switch closes circuit
  circuit.lit -> bulb.in          [power flow]  circuit lights bulb

Views:
  power flow  (3 links)

One edit_model tool takes many steps, applied as a single undoable operation via the service's /batch endpoint, with later steps able to reference what earlier ones create:

{ "steps": [
  { "action": "addValueNode", "input": { "name": "Switch", "mutability": "variable",
                                         "initialValue": { "type": "boolean", "value": false } } },
  { "action": "addValueNode", "input": { "name": "Bulb", "mutability": "variable",
                                         "initialValue": { "type": "boolean", "value": false } } },
  { "action": "addView", "input": { "name": "Power" } },
  { "action": "addLinkWithEndpoints", "input": { "name": "sw-to-bulb",
      "endpointA": "Switch.out", "endpointB": "Bulb.in",
      "direction": "forward", "views": ["Power"] } }
] }

References are names, and bad ones are refused. The service's state layer is total, so a mutation aimed at something that does not exist silently succeeds; every reference is resolved and checked here first:

Step 1 (updateNode): No node "NoSuchNode" in this scope.
Available: Switch#4e64975c, Bulb#159d3b8a

Names are not unique in Relative, so an ambiguous one is an error offering name#uuidprefix handles — the same handles reads print.

Staleness is reported, not assumed. The server consumes the service's SSE stream, pushes resources/updated to subscribed hosts, and prefixes any read whose revision moved since the caller last saw it:

[changed outside this conversation since you last looked: rev 3 -> 4,
 views 0->1. The view below is current.]

Tools

Group Tools
Navigation list_models, select_model, create_model, import_model, delete_model, get_scope, enter_submodel, exit_submodel
Read get_model, get_element, get_validation, get_script_source
Edit edit_model, link_external_submodel
Execution & history run_node, undo, redo, list_snapshots, save_snapshot, restore_snapshot

Resources: relative://models, relative://models/{id} (subscribable).

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