auraone-agent-studio-open 0.1.1

Headless Agent Studio Open protocol, trace-store, sidecar, and export CLI.

agentstudio CLI

agentstudio is the headless Agent Studio Open runtime for protocol smoke tests, local trace storage, deterministic replay exports, and Python sidecar integration. It is intentionally local-first: traces are written to SQLite .ast files and no network call is made unless a command explicitly targets a server URL or export destination.

Quick start

python -m pip install auraone-agent-studio-open
agentstudio self-test --json
agentstudio connect stdio --command python --arg tests/fixtures/mcp_stdio_server.py --json
agentstudio connect http https://mcp.example.com/mcp \
  --oauth-resource-metadata-url https://mcp.example.com/.well-known/oauth-protected-resource \
  --oauth-access-token "$MCP_ACCESS_TOKEN" \
  --mtls-cert ~/.agentstudio/client.pem \
  --mtls-key ~/.agentstudio/client-key.pem \
  --json
agentstudio import-trace tests/fixtures/openai_events.jsonl --format openai --store /tmp/refund.ast
agentstudio store search /tmp/refund.ast refund --json
agentstudio export gh-action tests/fixtures/regressions --out /tmp/agent-regression
agentstudio export phoenix-json /tmp/refund.ast --out /tmp/refund.phoenix.json
agentstudio model --provider openai --model gpt-5.1 --prompt "Summarize the trace" --dry-run --stream --json

For local development, run python -m pip install -e . from this directory.

Commands

• connect stdio|http|sse|ws: run MCP initialize and manifest discovery across stdio, JSON-RPC-over-HTTP, SSE, and WebSocket transports. HTTP/SSE support custom --header name=value, --bearer-token, --oauth-access-token, --oauth-resource-metadata-url, --mtls-cert, and --mtls-key options for protected remote MCP servers.
• a2a: load an A2A agent card from a file or URL and run the local contract suite.
• import-trace: normalize OpenAI-style events, OTLP JSON/proto, Phoenix JSON, and replay JSON into a portable .ast SQLite trace store.
• otlp receive: run a localhost OTLP HTTP JSON/proto receiver, or pass --grpc --port 4317 for the OTLP gRPC TraceService.
• store search: full-text search sessions, turns, and tool calls in an .ast file.
• replay, compare, export: run deterministic assertions, diff trace stores, and emit GitHub Action, JUnit, PR-comment, Phoenix JSON, or AuraOne intake exports.
• export trace-card: render agent-trace-card Markdown, JSON, or HTML from a recorded trace.
• model --stream: emit newline-delimited stream events for provider responses; dry-run mode exercises the stream contract without a network call.
• otel-bridge extract: invoke otel-eval-bridge extraction for local eval cases with default redaction.
• sidecar: bootstrap or serve the Python sidecar used by the desktop app.
• self-test: verify engine package imports and CLI wiring.

This package is not the hosted Agent Studio Cloud product and does not include multi-user state, hosted trace storage, or AuraOne account requirements.