Skip to main content

finos-mcp-aigf

A read-only MCP server for the FINOS AI Governance Framework: its risks and controls with their public AIR-* ids, risk-to-control mapping, crosswalks to NIST SP 800-53, ISO 42001, the EU AI Act and OWASP, and full-text search with citable aigf:// resources.

Not affiliated with or endorsed by FINOS. This is an independent, community package. On PyPI the finos- prefix is also used by official FINOS packages such as finos-cdm; this is not one of them.

Run it

Requires Python 3.12+.

uvx --python 3.12 finos-mcp-aigf                                   # stdio
uvx --python 3.12 finos-mcp-aigf --transport streamable-http --port 8000

Claude Code: claude mcp add finos-aigf -- uvx --python 3.12 finos-mcp-aigf. Claude Desktop:

{"mcpServers": {"finos-aigf": {"command": "uvx", "args": ["--python", "3.12", "finos-mcp-aigf"]}}}

Tools

  • get_risk, get_control, list_risks, list_controls: accept AIR-SEC-010, ri-10, 10 or a title.
  • map_risks_to_controls: controls ranked by how many of the given risks they cover.
  • map_control_to_external, find_by_external_reference, list_reference_frameworks: crosswalks in both directions.
  • search_framework: BM25 search; install finos-mcp-aigf[semantic] for hybrid search (downloads a ~15 MB model on first use).
  • search_status, server_info.

Full argument reference: https://vardhjain.github.io/finos-mcp/tools/.

Safety

Read-only by construction: every tool is registered with readOnlyHint: true and the server refuses to serve tools otherwise. Content is vendored into the package with recorded upstream commit hashes, so the server makes no network calls at runtime. Every call is rate-limited, input-capped, audited as one JSON line, and fails with a structured error the agent can act on. Details: finos-mcp-core.

Docs: https://vardhjain.github.io/finos-mcp/ · Source: https://github.com/vardhjain/finos-mcp · Changelog: https://github.com/vardhjain/finos-mcp/blob/main/CHANGELOG.md

Licence

Code is Apache-2.0. The vendored AI Governance Framework content is CC-BY-4.0.

Metadata

Release files for finos-mcp-aigf 0.2.5

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

Source distribution (sdist)

Source distribution for finos-mcp-aigf 0.2.5
File Size Uploaded
finos_mcp_aigf-0.2.5.tar.gz 194.1 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for finos-mcp-aigf 0.2.5
File Interpreter ABI Platform
finos_mcp_aigf-0.2.5-py3-none-any.whl Python 3 none any Details

Total release size: 440.2 kB

Release files / finos_mcp_aigf-0.2.5.tar.gz

Download URL finos_mcp_aigf-0.2.5.tar.gz
Size 194.1 kB
Tags Source
SHA-256 checksum
How to use checksums
947494f1a100e878b0d5b95ffea8458bca0341b4e36a5cd20c2579985b7130cb
BLAKE2b-256 checksum
How to use checksums
9d6a191bd792d803d3f45b701cbe5c5961b5601c937a05b3796b38624a846148
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 5, 2026.

Transparency log

Release files / finos_mcp_aigf-0.2.5-py3-none-any.whl

Download URL finos_mcp_aigf-0.2.5-py3-none-any.whl
Size 246.1 kB
Tags Python 3
SHA-256 checksum
How to use checksums
9ec44f03b498e49ce62a6a1a78c877bc4abda58fb9ce472112a86396ccac0fa3
BLAKE2b-256 checksum
How to use checksums
f72e6f567796bc539a31fad8433f84d0d5d974ec92cad623a5fa84b7de9ddc43
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 5, 2026.

Transparency log

Release history Release notifications | RSS feed

0.2.6

2 release files

This release

0.2.5 This release

2 release files

0.2.4

2 release files

0.2.3

2 release files

0.2.2

2 release files

0.2.1

2 release files

0.2.0

2 release files

0.1.2

2 release files

0.1.1

2 release files

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page