ai-protocol-mock 0.1.6

Unified mock server for AI-Protocol runtimes - HTTP provider and MCP JSON-RPC mocking

ai-protocol-mock

Unified mock server for AI-Protocol runtimes. Provides HTTP provider mock (OpenAI and Anthropic formats) and MCP JSON-RPC mock for testing ai-lib-python, ai-lib-rust, and other runtimes.

Features

• Manifest-driven HTTP mock: Generates responses in OpenAI or Anthropic format based on provider manifests
• STT / TTS / Rerank mock: Simulates speech-to-text, text-to-speech, and document reranking endpoints (OpenAI/Cohere compliant)
• MCP JSON-RPC mock: Implements tools/list, tools/call, capabilities, initialize
• Configurable: Response delay, error rate, mock content via environment variables
• Docker: One-command startup with docker-compose up

Quick Start

# Install and run
pip install -e .
python scripts/sync_manifests.py --force  # Sync manifests from ai-protocol
uvicorn ai_protocol_mock.main:app --host 0.0.0.0 --port 4010

Or with Docker:

docker-compose up -d

Configuration

Variable	Default	Description
HTTP_PORT	4010	Port for HTTP and MCP (MCP at /mcp)
MANIFEST_DIR	manifests	Directory for synced manifests
MANIFEST_SYNC_URL	https://raw.githubusercontent.com/hiddenpath/ai-protocol/main/	Source for manifest sync
RESPONSE_DELAY	0	Delay in seconds before responding
ERROR_RATE	0	Probability (0-1) of returning 429/500/503
MOCK_CONTENT	Mock response from ai-protocol-mock	Default response content

Test Control Headers (X-Mock-*)

For integration tests, requests can include these headers to control mock behavior:

Header	Description	Example
X-Mock-Status	Force HTTP error status (400-599)	429, 500, 503
X-Mock-Content	Override response content for this request	Custom text
X-Mock-Tool-Calls	Return tool_calls instead of text	1, true, yes

Endpoints

• POST /v1/chat/completions - OpenAI-format chat
• POST /v1/messages - Anthropic-format chat
• POST /v1/audio/transcriptions - STT (OpenAI Whisper format), returns {"text": "..."}
• POST /v1/audio/speech - TTS (OpenAI format), returns audio/mpeg bytes
• POST /v2/rerank - Rerank (Cohere v2 format), request {query, documents, top_n}, returns {results, id, meta}
• POST /mcp - MCP JSON-RPC (tools/list, tools/call, capabilities, initialize)
• GET /health - Health check
• GET /status - Status with manifest sync metadata
• GET /providers - Provider contracts from manifests (provider_id, api_style, chat_path)

Using with ai-lib-python

import os
os.environ["MOCK_HTTP_URL"] = "http://localhost:4010"

from ai_lib_python.client import AiClient
from ai_lib_python.types.message import Message

client = await AiClient.create(
    "openai/gpt-4o",
    api_key="sk-test",
    base_url="http://localhost:4010"
)
response = await client.chat().messages([Message.user("Hi")]).execute()
print(response.content)

Or run tests with mock:

MOCK_HTTP_URL=http://localhost:4010 MOCK_MCP_URL=http://localhost:4010/mcp pytest tests/ -v

Remote / proxy environments: If your machine uses HTTP/HTTPS proxy, set NO_PROXY to include the mock server IP so Python's httpx can reach it directly:

NO_PROXY=192.168.2.13,localhost,127.0.0.1 MOCK_HTTP_URL=http://192.168.2.13:4010 MOCK_MCP_URL=http://192.168.2.13:4010/mcp pytest tests/ -v

Using with ai-lib-rust

export MOCK_HTTP_URL=http://localhost:4010
cargo run --example basic_usage

Or run mock integration tests:

MOCK_HTTP_URL=http://localhost:4010 MOCK_MCP_URL=http://localhost:4010/mcp cargo test -- --ignored --nocapture

Or in code:

let client = AiClientBuilder::new()
    .base_url_override("http://localhost:4010")
    .build("openai/gpt-4o")
    .await?;

Manifest Sync

Sync manifests from the ai-protocol repository:

python scripts/sync_manifests.py [--force] [--url URL] [--tag REF]

• --force - Overwrite existing files
• --tag REF - Pin to a specific ai-protocol ref (e.g. v0.7.1, main)
• --url URL - Custom base URL (default: ai-protocol main)

Run before starting the server to ensure manifests are up to date. Docker Compose runs sync automatically on startup. A GitHub Action runs sync daily to validate the script.

Development

pip install -e ".[dev]"
pytest tests/ -v
ruff check src tests scripts

License

MIT OR Apache-2.0