@archstone/agent

Embedded agent SDK (RFC-0008 / ADD-0008): load a compiled Archstone IR artifact, generate typed tool definitions (Anthropic · OpenAI · Gemini · JSON-Schema), invoke capabilities with fail-closed response mapping, and judge model-produced documents at the extraction boundary — all without running a separate MCP server process.

Two entry points:

• Root (@archstone/agent): fromIR(json) constructs an embedded instance; tools(format) generates typed tool defs; execute(capabilityId, input) invokes a capability with mapping applied; extractor(resource, format) binds one declared resource to one target — the schema a model is given and the boundary its answer passes through, as one object (ADR-0011). Zero MCP SDK, zero node:fs — safe to bundle and run anywhere (browser, Worker, native app).
• /mcp subpath (@archstone/agent/mcp): mcpHandler(archstone, {bearerToken}) — a mountable, fail-closed Streamable-HTTP MCP endpoint for consumers who want to expose an embedded instance as an MCP server (e.g., Claude API mcp_servers, ChatGPT connectors).

Quick start

import { fromIR, tools, execute } from "@archstone/agent";

// Load a compiled IR (produced by `archstone build manifest/`)
const ir = JSON.parse(fs.readFileSync("archstone.ir.json", "utf-8"));
const archstone = fromIR(ir);

// Get tool definitions in your preferred format
const anthropicTools = archstone.tools("anthropic");
const openaiTools = archstone.tools("openai");
const geminiTools = archstone.tools("gemini");

// Invoke a capability — accepts both raw dotted id or sanitized tool name
const result = await archstone.execute("tourism.search", {
  location: "Paris",
  checkInDate: "2026-08-01",
});
// Same call with sanitized tool name (as returned by tools()):
// const result = await archstone.execute("tourism_search", {...});

if (result.status === "ok") {
  console.log("Success:", result.data);
} else if (result.status === "degraded") {
  console.log("Partial:", result.data, "Missing:", result.degraded);
} else if (result.status === "violation") {
  console.log("Contract violation:", result.missing);
} else {
  console.log("Error:", result.error);
}

Extracting business data from unstructured input (ADR-0011):

A Resource Definition already says what a provider's response is mapped into. The same definition says what a model must produce, and extractor() carries both halves — the closed schema the model is given, and the validator its answer is judged by — so the two cannot drift apart.

const stay = archstone.extractor("tourism.Stay", "anthropic");

// Give the model the schema — either axis, same schema underneath.
stay.structuredOutput;   // native structured output, in the envelope your provider expects:
                         //   Anthropic: output_config.format
                         //   OpenAI:    text.format
                         //   Gemini:    response_format

// ...or extraction as a forced tool call, in the same envelopes tools() emits. The
// instruction is required and never defaulted: it says what to DO on this occasion, which
// no Resource Definition can know.
stay.tool("Record the stay described in this booking email.");

// Judge what comes back, at a boundary Archstone owns.
const result = stay.validate(modelOutput);

if (result.status === "ok") {
  save(result.data);
} else if (result.status === "degraded") {
  save(result.data); // declared optional fields absent: result.degraded
} else {
  reject(result.missing, result.invalid); // withheld whole — result.data is absent
}

// Undeclared keys never reach `result.data`, at any depth, and are named in
// `result.undeclared`. There is no passthrough option, for the same reason there is none
// in ADR-0008.

status proves shape, never truth: a model that invents a plausible, correctly-typed value returns ok, and nothing at this boundary can tell that apart from a real one. Error messages never echo a value from the document — the extraction input is by construction the most sensitive text in the deployment.

For HTTP-based MCP:

import { mcpHandler } from "@archstone/agent/mcp";

const handler = mcpHandler(archstone, {
  bearerToken: process.env.ARCHSTONE_TOKEN,
  invoke: { env: process.env }, // optional: env injection for REST connectors
});

// Mount on your framework (e.g., Hono, Express, fetch-based)
const response = await handler(new Request(...));

Part of Archstone, an open-source Capability Platform. For full documentation, see archstone/packages/agent and the main README.md.

License

Apache-2.0