3.1 ACP Protocol Tour

ACP = Agent Client Protocol — a standardized stdio JSON-RPC 2.0 protocol that lets hosts ("clients") in any language drive agent runtimes ("servers"). Spearheaded by Zed Industries with a goal analogous to LSP for editors/language services: make IDEs and agents speak the same wire.

Spec: https://agentclientprotocol.com/

Quick try in 60 seconds

Before reading the full protocol breakdown, run a real handshake to feel the shape:

pip install 'agentao[cli]>=0.4.0'
export OPENAI_API_KEY=sk-... OPENAI_BASE_URL=https://api.openai.com/v1 OPENAI_MODEL=gpt-5.4

agentao --acp --stdio

The process now reads JSON-RPC requests on stdin and writes responses + notifications on stdout. Paste these three NDJSON lines (one per line) into the same terminal:

{"jsonrpc":"2.0","id":1,"method":"initialize","params":{"protocolVersion":1,"clientCapabilities":{}}}
{"jsonrpc":"2.0","id":2,"method":"session/new","params":{"cwd":"/tmp"}}
{"jsonrpc":"2.0","id":3,"method":"session/prompt","params":{"sessionId":"<id from step 2>","prompt":[{"type":"text","text":"hello"}]}}

You'll see, in order:

• initialize response — Agentao announces capabilities (loadSession, mcpCapabilities, …)
• session/new response — a fresh sessionId
• session/update notifications — streaming text, tool starts, thinking
• a final response with stopReason when the turn ends

Real host (Node skeleton)

import { spawn } from 'node:child_process';

const proc = spawn('agentao', ['--acp', '--stdio']);
let nextId = 1;

function send(method, params) {
  const msg = { jsonrpc: '2.0', id: nextId++, method, params };
  proc.stdin.write(JSON.stringify(msg) + '\n');
}

proc.stdout.on('data', (buf) => {
  for (const line of buf.toString().split('\n').filter(Boolean)) {
    const msg = JSON.parse(line);
    if (msg.method === 'session/update') {
      handleUpdate(msg.params);              // streamed text, tool events, thinking
    } else if (msg.method === 'session/request_permission') {
      showPermissionDialog(msg.params);       // your approval UI
    } else if (msg.id) {
      resolvePending(msg.id, msg);            // response
    }
  }
});

send('initialize', { protocolVersion: 1, clientCapabilities: {} });
// next: send('session/new', { cwd: '/your/project' })
// then: send('session/prompt', { sessionId, prompt: [{type:'text', text:'hello'}] })

Four things that catch first-timers

• Framing is NDJSON (newline-delimited JSON) — not WebSocket, not raw stdout
• Handshake order is mandatory: initialize → session/new → session/prompt
• session/update is a notification (no id) — do not respond to it
• session/request_permission is a request (has id) — the host must reply in reasonable time

The rest of this section explains why each of those four exists.

How ACP relates to MCP

ACP and MCP are complementary, not competitors:

Protocol	Direction	Typical client	Typical server	Role
ACP	Host ↔ Agent	IDE, web UI, CLI	Agent runtime (e.g. Agentao)	Expose the agent to UI
MCP	Agent ↔ Tools	Agent runtime	Tools / data sources (filesystem, GitHub, databases…)	Expose tools to the agent

┌────────────┐   ACP    ┌────────────┐   MCP    ┌─────────────┐
│   Client    │◄────────►│   Agent     │◄────────►│ MCP Tools  │
│ (your host) │           │  (Agentao)  │           │ (resources)│
└────────────┘           └────────────┘           └─────────────┘

Agentao is simultaneously an ACP server (driven by hosts) and an MCP client (drives external tools).

Why ACP

Need	How ACP addresses it
Non-Python host	stdio + JSON — any language can integrate
Process isolation	Agent runs in a subprocess; a crash does not kill the host
Swappable agent backend	Agentao, Claude Code, Zed's built-in agent all speak the same protocol
Auditable	On-the-wire JSON is naturally dumpable / replayable / diffable

Protocol characteristics

• Transport: stdin/stdout (v1 only)
• Framing: NDJSON — one complete JSON object per line, delimited by \n
• RPC: JSON-RPC 2.0
• Connection model: one client ↔ one server, long-lived
• Version: integer ACP_PROTOCOL_VERSION = 1 (strictly typed, not a date string)
• Capability negotiation: both sides advertise supported features during initialize

The four message quadrants

         Request (has id)              Notification (no id)
        ──────────────────────────── ────────────────────────────
Client  initialize, session/new,      (not used in v1)
 →      session/prompt, session/cancel,
Server  session/load
        ──────────────────────────── ────────────────────────────
Server  session/request_permission,   session/update
 →      _agentao.cn/ask_user            (streaming text, tool events, thinking…)
Client

Key points:

• Client → Server is the active driver (start session, send prompt, cancel)
• Server → Client sends both notifications (continuous streaming updates) and requests (asks the user to approve a tool)
• Both directions are multiplexed over the same stdio pair; JSON-RPC id separates requests from responses

A full round-trip

Reading the diagram

• Solid arrow (→) = JSON-RPC request (has id, must be answered)
• Dashed arrow (-->) = JSON-RPC response to a prior request
• --) = JSON-RPC notification (no id, no reply allowed)

Extension: _agentao.cn/ask_user

The base spec only lets the server request permission — it does not let the server ask the user a free-form question. Agentao advertises a private extension method _agentao.cn/ask_user under _meta["_agentao.cn/extensions"] (ACP's standard extension channel) to do exactly that. Client options:

• Implement it: prompt the user, return the answer string
• Don't implement: the agent falls back to "[ask_user: not available in non-interactive mode]"

ACP v1 boundaries

Explicit v1 limits (Agentao's capability block reflects them faithfully):

• promptCapabilities.image = false, audio = false, embeddedContext = false — prompts are text-only
• mcpCapabilities.http = false, sse = true — MCP transport is stdio + SSE only
• authMethods = [] — no protocol-level auth; credentials flow via env vars

Future versions will expand these. Clients should inspect the handshake response before deciding what prompt format to send.

What's next

• 3.2 Step-by-step Agentao-as-server with complete wire traces
• 3.3 Build a host ACP client skeleton
• 3.4 Reverse: Agentao calling other ACP servers
• 3.5 Zed integration

→ 3.2 Agentao as an ACP Server