FINOS MCP - AI Governance (community)
PYPI · FINOS-MCP-AIGF
Read-only MCP for FINOS AI governance risks, controls and crosswalks. Independent project.
Available components
Last scanned (23 hours ago)
Scores higher than 84% of PyPI servers
Category Security
How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. How we score → Why this is hard to score →
Supply Chain Security100
- No malware found by supply-chain analysis.Pass
- No known CVEs affecting this package version or its production dependencies.Pass
- Runs hatchling.build at install time, a recognised build step with no custom scripting around it. View diagnostics → Pass
- 1 of 35 dependencies flagged as unhealthy. View diagnostics → Partial
Provenance & Transparency100
- Source repository is publicly reachable at the declared URL. View diagnostics → Pass
- Cryptographically verified build provenance (signed, bound to vardhjain/finos-mcp). View diagnostics → Pass
- Clear OSI-approved license (Apache-2.0).Pass
- Actively maintained (last published 8 days ago).Pass
- Publishes a security disclosure policy (SECURITY.md).Pass
Schema Quality & AI Usability66
- 67% of prompts and resources have a non-trivial description (not blank, and not just the item's name).Partial
- AI-judged instruction clarity (good).Pass
- Tool/resource definitions use about 1057 tokens (~88/item across 12 items; 11 tools + 1 resources), lean.Pass
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management30
- Stability observed for 9 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage71
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 0% of tool parameters carry a description.Fail
- Structured output schemas are declared (100% of tools); any adoption earns full credit.Pass
Tool Safety100
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- We read all 11 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 13 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
- Implements a current MCP spec version (2026-07-28).Pass
Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 4 Nov 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 27 to 30. That category is still filling its 30-day observation window: 8 days of observed history at the previous scan, 9 at this one. The score rises as the window fills, whether or not the server changes.
- 2 Nov 26 +3
- Stability: unverified → 0.23 ▲ functional
- 29 Oct 26 +15
- Malware scan: unverified → pass ▲ security
- 26 Oct 26 63
First indexed and scored.
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 4 Nov 2026 · Analysed pypi/finos-mcp-aigf@0.3.2
Provenance Verified
A signed build attestation was found and verified, binding this exact artifact to the source repository it claims to come from.
| Result | Verified |
|---|---|
| Ecosystem | pypi |
| Reason | Verified |
| Discovered via | Registry attestation endpoint |
| Source repo | vardhjain/finos-mcp |
| Certificate issuer | https://token.actions.githubusercontent.com |
| Certificate SAN | https://github.com/vardhjain/finos-mcp/.github/workflows/release.yml@refs/tags/v0.3.2 |
| Rekor log index | 3481209307 |
| Predicate type | PyPI publish attestation https://docs.pypi.org/attestations/publish/v1 |
| Subject digest | sha256:f50321cd13d8284583ddd26a5af3236d6cda4efc8955df768543a9fc3280a587 |
Background: How many MCP packages publish verified provenance →
Install scripts 1 script
| Hook | Tier | Command |
|---|---|---|
| build_backend | allowlisted | hatchling.build |
Background: Why install scripts are a supply-chain risk →
Dependencies 35 packages
| Packages resolved | 35 |
|---|---|
| No linked repository | 1 |
| Tree resolution | Complete |
Background: SBOMs and build attestations, explained →
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →
find_by_external_reference ~126
Reverse crosswalk: find the AIGF risks and controls that cite an external reference, e.g. key='sa-9' (NIST SP 800-53), 'llm01-2025' (OWASP LLM Top 10), 'c3-s2-a15' (EU AI Act), 'A-6-2-6' (ISO 42001). Matching is case-insensitive and ignores punctuation; optionally restrict to one framework name from list_reference_frameworks.
| Name | Type | Req | Description |
|---|---|---|---|
| framework | – | – | – |
| key | string | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| framework | – | – | – |
| key | string | yes | – |
| matches | array | yes | – |
No examples provided.
get_control ~90
Get one AIGF control by id (AIR-PREV-020, mi-20, 20, or its title), with the risks it mitigates, related controls, and crosswalk references (NIST SP 800-53, ISO 42001, ...). Set include_sections=false for a compact record.
| Name | Type | Req | Description |
|---|---|---|---|
| id | string | yes | – |
| include_sections | boolean | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| citation_uri | string | yes | – |
| id | string | yes | – |
| mitigates | array | – | – |
| references | array | – | – |
| related_controls | array | – | – |
| sections | array | – | – |
| sequence | integer | yes | – |
| short_id | string | yes | – |
| source_path | string | yes | – |
| status | string | yes | – |
| summary | string | yes | – |
| title | string | yes | – |
| type | string | yes | – |
| type_label | string | yes | – |
No examples provided.
get_risk ~80
Get one AIGF risk by id (AIR-SEC-010, ri-10, 10, or its title), with the controls that mitigate it, related risks, and external references. Set include_sections=false for a compact record without the full text.
| Name | Type | Req | Description |
|---|---|---|---|
| id | string | yes | – |
| include_sections | boolean | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| citation_uri | string | yes | – |
| id | string | yes | – |
| mitigated_by | array | – | – |
| references | array | – | – |
| related_risks | array | – | – |
| sections | array | – | – |
| sequence | integer | yes | – |
| short_id | string | yes | – |
| source_path | string | yes | – |
| status | string | yes | – |
| summary | string | yes | – |
| title | string | yes | – |
| type | string | yes | – |
| type_label | string | yes | – |
No examples provided.
list_controls ~68
List AIGF controls (the framework calls them mitigations). Filter by type (PREV = preventative, DET = detective) or status. Returns ids for get_control.
| Name | Type | Req | Description |
|---|---|---|---|
| page | integer | – | – |
| page_size | integer | – | – |
| status | – | – | – |
| type | – | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| items | array | yes | – |
| page | integer | yes | – |
| page_size | integer | yes | – |
| total | integer | yes | – |
No examples provided.
list_reference_frameworks ~37
List the external reference frameworks the AIGF crosswalks to, with entry counts and how many risks and controls cite each.
Input schema present but exposes no named parameters.
| Name | Type | Req | Description |
|---|---|---|---|
| frameworks | array | yes | – |
No examples provided.
list_risks ~73
List AIGF risks. Filter by type (RC = regulatory and compliance, OP = operational, SEC = security) or document status. Returns ids you can pass to get_risk.
| Name | Type | Req | Description |
|---|---|---|---|
| page | integer | – | – |
| page_size | integer | – | – |
| status | – | – | – |
| type | – | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| items | array | yes | – |
| page | integer | yes | – |
| page_size | integer | yes | – |
| total | integer | yes | – |
No examples provided.
map_control_to_external ~95
Crosswalk one control to external frameworks: NIST SP 800-53 r5, NIST AI 600-1, ISO 42001, EU AI Act, OWASP LLM/ML/ASI, FFIEC, IOSCO, SR 11-7 and others. Optionally restrict to the named frameworks (see list_reference_frameworks).
| Name | Type | Req | Description |
|---|---|---|---|
| frameworks | – | – | – |
| id | string | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| citation_uri | string | yes | – |
| control_id | string | yes | – |
| frameworks | array | yes | – |
| refs | array | yes | – |
| title | string | yes | – |
No examples provided.
map_risks_to_controls ~158
Map risks to the controls that mitigate them. Pass explicit risk_ids (up to 25), a free-text query (the top k matching risks are used), and/or up to 5 queries (each contributing its own top k matches, unioned with everything else) -- useful for "both X and Y" questions where a single query blurs together two distinct concepts. Controls are ordered by how many of the given risks they cover; control_type (PREV or DET) restricts the result. Reports uncovered risks and any inputs that did not resolve.
| Name | Type | Req | Description |
|---|---|---|---|
| control_type | – | – | – |
| k | integer | – | – |
| queries | – | – | – |
| query | – | – | – |
| risk_ids | – | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| controls | array | yes | – |
| edges | array | yes | – |
| risks | array | yes | – |
| uncovered_risks | array | – | Risk ids with no mapped control. |
| unresolved | array | – | Inputs that did not resolve to a risk. |
No examples provided.
search_framework ~105
Search risks and controls with matching sections and citable source URIs. For an unscoped question clearly asking for risks or for controls, rank those record types first while retaining the other type as a fallback. This is a stable partition of the original relevance-ranked results, not a new relevance score. Questions asking for both kinds stay mixed; explicit scope always wins.
| Name | Type | Req | Description |
|---|---|---|---|
| k | integer | – | – |
| query | string | yes | – |
| scope | string | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| hits | array | yes | – |
| query | string | yes | – |
| scope | string | yes | – |
No examples provided.
search_status ~60
Report search_framework's active retrieval mode: whether it is BM25-only (lexical) or fused with dense semantic search (hybrid), and why -- e.g. the `semantic` extra is not installed, or a model failed to load.
Input schema present but exposes no named parameters.
| Name | Type | Req | Description |
|---|---|---|---|
| mode | string | yes | – |
| model | – | – | – |
| semantic_enabled | boolean | yes | – |
| semantic_status | string | yes | – |
No examples provided.
server_info ~25
Describe this server: standard version, upstream provenance, exposed counts, latency, policy.
Input schema present but exposes no named parameters.
| Name | Type | Req | Description |
|---|---|---|---|
| counts | object | – | – |
| latency | object | – | – |
| name | string | yes | – |
| policy | object | – | – |
| read_only | boolean | – | – |
| resources | array | – | – |
| standard | string | yes | – |
| standard_version | – | – | – |
| tools | array | – | – |
| upstream_commit | – | – | – |
| upstream_ref | – | – | – |
| upstream_repo | – | – | – |
| version | string | yes | – |
No examples provided.
How do I install the FINOS MCP - AI Governance (community) server?
FINOS MCP - AI Governance (community) runs locally as a PyPI package, launched with uvx finos-mcp-aigf. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.
pypi · finos-mcp-aigf
claude mcp add vardhjain-finos-mcp-aigf -- uvx finos-mcp-aigf
What is the FINOS MCP - AI Governance (community) server?
FINOS MCP - AI Governance (community) is listed in the public MCP registry as io.github.vardhjain/finos-mcp-aigf. Read-only MCP for FINOS AI governance risks, controls and crosswalks. Independent project. This page covers its PyPI package (finos-mcp-aigf).
Is the FINOS MCP - AI Governance (community) server safe to use?
FINOS MCP - AI Governance (community) scores 82 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 4 November 2026. Its build provenance is signed and verified. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.
What tools does the FINOS MCP - AI Governance (community) server expose?
FINOS MCP - AI Governance (community) exposes 11 tools: list_risks, get_risk, list_controls, get_control, map_risks_to_controls, and 6 more. Their descriptions and schemas cost roughly 917 tokens of context every time the server is loaded.
Is the FINOS MCP - AI Governance (community) server still maintained?
FINOS MCP - AI Governance (community) is still listed as active in the MCP registry. We last reached this channel on 4 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.
What licence is the FINOS MCP - AI Governance (community) server under?
FINOS MCP - AI Governance (community) declares the Apache-2.0 licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.