generated: '2026-08-29'
method: searched
source: >-
  https://pypi.org/pypi/soda-core/json, https://api.github.com/repos/sodadata,
  https://docs.soda.io/reference/soda-cli-reference.md, https://docs.soda.io/soda-ai/soda-mcp.md
provider: Soda
providerId: soda-data
description: >-
  First-party Soda client libraries, CLIs and agent tooling. Versions and publish dates were read
  from the registry metadata endpoints (pypi.org/pypi/<pkg>/json) and the GitHub Releases API on
  2026-08-29. Soda's paid runtime packages (soda-mcp, soda-plugin) are NOT on public PyPI: they are
  published to Soda's private per-licence indexes (team/enterprise.pypi.cloud.soda.io) and are
  entitled by a Soda Cloud API key, so no public version metadata exists to read.
packages:
- name: soda-core
  registry: pypi
  official: true
  language: Python
  url: https://pypi.org/project/soda-core/
  repository: https://github.com/sodadata/soda-core
  version: 4.22.0
  published: '2026-08-25'
  description: Soda core library and CLI (`soda`) — the open-source data contract / data quality engine.
  note: >-
    Actively released; 4.x is the current generation. The public GitHub repo carries 2,421 stars and
    was pushed 2026-08-27.
- name: soda-core-postgres
  registry: pypi
  official: true
  language: Python
  url: https://pypi.org/project/soda-core-postgres/
  version: 3.5.6
  published: '2025-09-24'
  description: PostgreSQL data source connector extra for Soda Core.
  note: >-
    DECAY SIGNAL — every published soda-core-<connector> extra (postgres, snowflake, bigquery,
    spark-df, duckdb, athena, redshift, sqlserver, trino, oracle, mysql, contracts) is pinned at
    3.5.6 / 2025-09-24, eleven months behind soda-core 4.22.0. In the v4 generation data-source
    support moved into soda-core itself (see the Soda Core data source reference), so the 3.x
    connector extras are effectively frozen rather than abandoned — but a consumer reading PyPI
    alone cannot tell the difference.
- name: soda-core-snowflake
  registry: pypi
  official: true
  language: Python
  url: https://pypi.org/project/soda-core-snowflake/
  version: 3.5.6
  published: '2025-09-24'
  description: Snowflake data source connector extra for Soda Core (3.x generation).
- name: soda-core-bigquery
  registry: pypi
  official: true
  language: Python
  url: https://pypi.org/project/soda-core-bigquery/
  version: 3.5.6
  published: '2025-09-24'
  description: Google BigQuery data source connector extra for Soda Core (3.x generation).
- name: soda-core-spark-df
  registry: pypi
  official: true
  language: Python
  url: https://pypi.org/project/soda-core-spark-df/
  version: 3.5.6
  published: '2025-09-24'
  description: Spark DataFrame data source connector extra for Soda Core (3.x generation).
- name: soda-core-duckdb
  registry: pypi
  official: true
  language: Python
  url: https://pypi.org/project/soda-core-duckdb/
  version: 3.5.6
  published: '2025-09-24'
  description: DuckDB data source connector extra for Soda Core (3.x generation).
- name: soda-core-contracts
  registry: pypi
  official: true
  language: Python
  url: https://pypi.org/project/soda-core-contracts/
  version: 3.5.6
  published: '2025-09-24'
  description: Data-contract extra for Soda Core (3.x generation).
- name: sodacli
  registry: github-releases
  official: true
  language: Go
  url: https://github.com/sodadata/soda-cli/releases
  repository: https://github.com/sodadata/soda-cli
  version: v0.4.0
  published: '2026-04-17'
  install:
  - brew tap sodadata/tap && brew install sodacli
  - curl -sSL https://raw.githubusercontent.com/sodadata/soda-cli/main/install.sh | sh
  description: >-
    Soda CLI — a single dependency-free Go binary that manages the whole Soda Cloud platform
    (datasources, datasets, contracts, monitors, results, runners, secrets, IAM).
  note: >-
    Distributed as GitHub Releases plus a first-party Homebrew tap (github.com/sodadata/homebrew-tap);
    there is no npm/PyPI registry entry to query. Latest tagged release v0.4.0 (2026-04-17) while the
    repo default branch was pushed 2026-08-04, so the released binary trails main.
- name: soda-mcp
  registry: private-pypi
  official: true
  language: Python
  url: https://docs.soda.io/soda-ai/soda-mcp.md
  version: null
  published: null
  install: uvx -qq --no-progress soda-mcp@latest
  description: The Soda Cloud MCP server, run locally over stdio by an MCP client.
  note: >-
    version/published are null on purpose — checked, nothing to record. soda-mcp is not on public
    PyPI (pypi.org/pypi/soda-mcp/json returns no project) and github.com/sodadata/soda-mcp is 404.
    It ships only from Soda's private indexes — team.pypi.cloud.soda.io, team.pypi.us.soda.io,
    enterprise.pypi.cloud.soda.io, enterprise.pypi.us.soda.io — authenticated with a Soda Cloud API
    key ID/secret, so no anonymous version metadata is readable. The docs pin nothing: the published
    install command is `soda-mcp@latest`, so a consumer cannot tell which build they get either.
- name: soda-plugin
  registry: private-pypi
  official: true
  language: Python
  url: https://github.com/sodadata/soda-agentic-tools
  version: null
  published: null
  install: uvx soda-plugin@latest install
  description: >-
    Installer for Soda's Claude Code plugin marketplace (the `/rca` root-cause-analysis skill plus
    the soda-mcp server registration).
  note: >-
    Same private-index distribution and same unpinned `@latest` as soda-mcp; only the installer shell
    script is public (github.com/sodadata/soda-agentic-tools).
- name: soda-spark
  registry: github-releases
  official: true
  language: Python
  url: https://github.com/sodadata/soda-spark
  version: 0.3.3
  published: '2022-05-11'
  description: PySpark library for testing data in Spark DataFrames.
  note: Legacy — superseded by Soda Core; last release 2022.
- name: prefect-soda-core
  registry: github-releases
  official: true
  language: Python
  url: https://github.com/sodadata/prefect-soda-core
  version: v0.1.8
  published: '2023-12-12'
  description: Prefect collection for running Soda Core scans from a Prefect flow.
  note: Legacy integration; last release 2023.
counts:
  total: 12
  official: 12
  public_registry: 8
  private_registry: 2
  unversioned: 2