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llmx/codex-rs/docs/codex_mcp_interface.md
Michael Bolin d9dbf48828 fix: separate codex mcp into codex mcp-server and codex app-server (#4471)
This is a very large PR with some non-backwards-compatible changes.

Historically, `codex mcp` (or `codex mcp serve`) started a JSON-RPC-ish
server that had two overlapping responsibilities:

- Running an MCP server, providing some basic tool calls.
- Running the app server used to power experiences such as the VS Code
extension.

This PR aims to separate these into distinct concepts:

- `codex mcp-server` for the MCP server
- `codex app-server` for the "application server"

Note `codex mcp` still exists because it already has its own subcommands
for MCP management (`list`, `add`, etc.)

The MCP logic continues to live in `codex-rs/mcp-server` whereas the
refactored app server logic is in the new `codex-rs/app-server` folder.
Note that most of the existing integration tests in
`codex-rs/mcp-server/tests/suite` were actually for the app server, so
all the tests have been moved with the exception of
`codex-rs/mcp-server/tests/suite/mod.rs`.

Because this is already a large diff, I tried not to change more than I
had to, so `codex-rs/app-server/tests/common/mcp_process.rs` still uses
the name `McpProcess` for now, but I will do some mechanical renamings
to things like `AppServer` in subsequent PRs.

While `mcp-server` and `app-server` share some overlapping functionality
(like reading streams of JSONL and dispatching based on message types)
and some differences (completely different message types), I ended up
doing a bit of copypasta between the two crates, as both have somewhat
similar `message_processor.rs` and `outgoing_message.rs` files for now,
though I expect them to diverge more in the near future.

One material change is that of the initialize handshake for `codex
app-server`, as we no longer use the MCP types for that handshake.
Instead, we update `codex-rs/protocol/src/mcp_protocol.rs` to add an
`Initialize` variant to `ClientRequest`, which takes the `ClientInfo`
object we need to update the `USER_AGENT_SUFFIX` in
`codex-rs/app-server/src/message_processor.rs`.

One other material change is in
`codex-rs/app-server/src/codex_message_processor.rs` where I eliminated
a use of the `send_event_as_notification()` method I am generally trying
to deprecate (because it blindly maps an `EventMsg` into a
`JSONNotification`) in favor of `send_server_notification()`, which
takes a `ServerNotification`, as that is intended to be a custom enum of
all notification types supported by the app server. So to make this
update, I had to introduce a new variant of `ServerNotification`,
`SessionConfigured`, which is a non-backwards compatible change with the
old `codex mcp`, and clients will have to be updated after the next
release that contains this PR. Note that
`codex-rs/app-server/tests/suite/list_resume.rs` also had to be update
to reflect this change.

I introduced `codex-rs/utils/json-to-toml/src/lib.rs` as a small utility
crate to avoid some of the copying between `mcp-server` and
`app-server`.
2025-09-30 07:06:18 +00:00

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# Codex MCP Interface [experimental]
This document describes Codexs experimental MCP interface: a JSONRPC API that runs over the Model Context Protocol (MCP) transport to control a local Codex engine.
- Status: experimental and subject to change without notice
- Server binary: `codex mcp-server` (or `codex-mcp-server`)
- Transport: standard MCP over stdio (JSONRPC 2.0, linedelimited)
## Overview
Codex exposes a small set of MCPcompatible methods to create and manage conversations, send user input, receive live events, and handle approval prompts. The types are defined in `protocol/src/mcp_protocol.rs` and reused by the MCP server implementation in `mcp-server/`.
At a glance:
- Conversations
- `newConversation` → start a Codex session
- `sendUserMessage` / `sendUserTurn` → send user input into a conversation
- `interruptConversation` → stop the current turn
- `listConversations`, `resumeConversation`, `archiveConversation`
- Configuration and info
- `getUserSavedConfig`, `setDefaultModel`, `getUserAgent`, `userInfo`
- Auth
- `loginApiKey`, `loginChatGpt`, `cancelLoginChatGpt`, `logoutChatGpt`, `getAuthStatus`
- Utilities
- `gitDiffToRemote`, `execOneOffCommand`
- Approvals (server → client requests)
- `applyPatchApproval`, `execCommandApproval`
- Notifications (server → client)
- `loginChatGptComplete`, `authStatusChange`
- `codex/event` stream with agent events
See code for full type definitions and exact shapes: `protocol/src/mcp_protocol.rs`.
## Starting the server
Run Codex as an MCP server and connect an MCP client:
```bash
codex mcp-server | your_mcp_client
```
For a simple inspection UI, you can also try:
```bash
npx @modelcontextprotocol/inspector codex mcp-server
```
Use the separate `codex mcp` subcommand to manage configured MCP server launchers in `config.toml`.
## Conversations
Start a new session with optional overrides:
Request `newConversation` params (subset):
- `model`: string model id (e.g. "o3", "gpt-5", "gpt-5-codex")
- `profile`: optional named profile
- `cwd`: optional working directory
- `approvalPolicy`: `untrusted` | `on-request` | `on-failure` | `never`
- `sandbox`: `read-only` | `workspace-write` | `danger-full-access`
- `config`: map of additional config overrides
- `baseInstructions`: optional instruction override
- `includePlanTool` / `includeApplyPatchTool`: booleans
Response: `{ conversationId, model, reasoningEffort?, rolloutPath }`
Send input to the active turn:
- `sendUserMessage` → enqueue items to the conversation
- `sendUserTurn` → structured turn with explicit `cwd`, `approvalPolicy`, `sandboxPolicy`, `model`, optional `effort`, and `summary`
Interrupt a running turn: `interruptConversation`.
List/resume/archive: `listConversations`, `resumeConversation`, `archiveConversation`.
## Event stream
While a conversation runs, the server sends notifications:
- `codex/event` with the serialized Codex event payload. The shape matches `core/src/protocol.rs`s `Event` and `EventMsg` types. Some notifications include a `_meta.requestId` to correlate with the originating request.
- Auth notifications via method names `loginChatGptComplete` and `authStatusChange`.
Clients should render events and, when present, surface approval requests (see next section).
## Approvals (server → client)
When Codex needs approval to apply changes or run commands, the server issues JSONRPC requests to the client:
- `applyPatchApproval { conversationId, callId, fileChanges, reason?, grantRoot? }`
- `execCommandApproval { conversationId, callId, command, cwd, reason? }`
The client must reply with `{ decision: "allow" | "deny" }` for each request.
## Auth helpers
For ChatGPT or APIkey based auth flows, the server exposes helpers:
- `loginApiKey { apiKey }`
- `loginChatGpt` → returns `{ loginId, authUrl }`; browser completes flow; then `loginChatGptComplete` notification follows
- `cancelLoginChatGpt { loginId }`, `logoutChatGpt`, `getAuthStatus { includeToken?, refreshToken? }`
## Example: start and send a message
```json
{ "jsonrpc": "2.0", "id": 1, "method": "newConversation", "params": { "model": "gpt-5", "approvalPolicy": "on-request" } }
```
Server responds:
```json
{ "jsonrpc": "2.0", "id": 1, "result": { "conversationId": "c7b0…", "model": "gpt-5", "rolloutPath": "/path/to/rollout.jsonl" } }
```
Then send input:
```json
{ "jsonrpc": "2.0", "id": 2, "method": "sendUserMessage", "params": { "conversationId": "c7b0…", "items": [{ "type": "text", "text": "Hello Codex" }] } }
```
While processing, the server emits `codex/event` notifications containing agent output, approvals, and status updates.
## Compatibility and stability
This interface is experimental. Method names, fields, and event shapes may evolve. For the authoritative schema, consult `protocol/src/mcp_protocol.rs` and the corresponding server wiring in `mcp-server/`.