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This release is a pre-release and may not be stable for production use.

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Main Sequence Python SDK

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The Main Sequence Python SDK is the client and development toolkit for the Main Sequence platform. It provides authentication, typed platform resources, CodeRepository development and release operations, Agent and A2A workflows, jobs, sharing, observability, logging, tracing, and reusable scaffold tooling.

MetaTables is now an independent domain package, installed as mainsequence-metatable and imported as metatables. Table models, time-index table updates, SQLAlchemy schemas, local database interfaces, and Alembic execution are no longer implemented by this distribution.

Repository Status

What This Repository Contains

Main package areas:

  • mainsequence.client: API client models for users, CodeRepositories, jobs, Agents, artifacts, constants, secrets, sharing, releases, and other platform resources
  • mainsequence.cli: the complete mainsequence command-line interface for authentication, platform resources, and local CodeRepository operations
  • mainsequence.instrumentation and mainsequence.logconf: SDK tracing and logging integration
  • mainsequence.server: optional server-side caller assertion verification
  • mainsequence.scaffold_skills: reusable, version-pinned skill copying for this SDK and extension libraries

Repository areas:

  • agent_scaffold/: version-matched SDK skills and managed AGENTS.md content
  • docs/: knowledge guides, CLI docs, architecture decisions, and generated reference docs
  • tests/: offline tests plus explicitly marked live-backend tests

Documentation Map

Recommended entry points:

The beginner tutorial is maintained in the separate MainSequence SDK tutorial CodeRepository.

Quick Start

Install and authenticate:

pip install mainsequence
mainsequence login
mainsequence doctor

An already MCP-authenticated coding agent can establish the same persisted CLI session with mainsequence login --mcp, then call the printed auth.cli_authorize tool while the command waits. The backend supplies the callback URI; tokens return directly to the CLI and are never exposed through MCP.

Inspect and create CodeRepositories:

mainsequence code-repository search
mainsequence code-repository create my-first-repository
mainsequence code-repository set-up-locally <CODE_REPOSITORY_UID>
cd my-first-repository
mainsequence code-repository build-local-venv --path .

Use mainsequence --help and mainsequence code-repository --help for the installed command surface. The CLI includes Agent and AgentSession, CodeRepository, jobs and runs, images, resources and releases, constants, secrets, teams, sharing, scaffold, Docker, and local-development commands.

Python Client

mainsequence.client provides AuthLoaders, MainSequenceClient, generic request and response helpers, and typed platform adapters. The platform owns authorization and lifecycle policy. The SDK resolves CodeRepository source identity from the current Git checkout when an operation requires that context.

Discover deployments with ResourceRelease.filter(name=...) or resolve a known release UID with ResourceRelease.get(pk=...). For shared deployments owned by another repository, use the explicitly scoped filter_admin path. See Resource releases for supported filters and examples.

Server integrations can install mainsequence[server] for the framework-independent caller assertion verifier. Applications remain responsible for resource authorization and storage operations.

Install mainsequence-metatable and import metatables for table-domain work. See the MetaTables migration guide for the install step, old and new imports, retired table CLI commands, and the legacy SDK option.

Development

This repository requires Python 3.13 or newer and uses pyproject.toml with a development dependency group.

uv sync --group dev
pytest
ruff check .
mkdocs build --strict

Live-backend tests are marked live and excluded from a normal test run. Run them explicitly with pytest -m live when credentials and a target backend are available.

Package metadata is defined in pyproject.toml. This repository is licensed under the MIT License; see LICENSE.

Metadata

Release files for mainsequence 8.1.26.dev27

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

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Source distribution for mainsequence 8.1.26.dev27
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