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.

Project links

Data verified by PyPI on Sep 11, 2026
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Data verified by PyPI on Sep 11, 2026
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License expression

Apache-2.0
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Requires

Python >=3.12

Provides Extra

semantic

Tags

agents finos llm mcp model-context-protocol

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