Compiled once, queried many times
The LLM does synthesis at ingest time - not on every agent call. Karpathy's wiki pattern applied to regulation.
203 structured, citation-accurate articles spanning UK and US — UK FCA coverage and US federal regulation (Reg B, Reg E, Reg V/FCRA, Reg Z, BSA/FinCEN, OFAC) — queryable via MCP from any AI agent or development environment.
Built for AI engineers and LLM developers shipping agents that touch UK or US financial regulation.
The LLM does synthesis at ingest time - not on every agent call. Karpathy's wiki pattern applied to regulation.
Every claim cites the applicable FCA or US CFR rule, handbook section, or paragraph. CISI-level accuracy standard.
Markdown articles. Git history. No vector store, no proprietary index. You own it. Forever.
Example query
UK · FCA Consumer Duty (illustrative)
Prompt
Under the FCA Consumer Duty, what counts as a breach of the "act in good faith" rule at the product design stage?
Agent response
Acting in good faith requires honesty, fair and open dealing, and conduct consistent with the reasonable expectations of retail customers (PS22/9 §5.5).
FG22/5 §5.12 names specific bad-faith patterns at product design stage: features designed to exploit customers' behavioural biases (e.g. overvaluing immediate benefits and discounting future costs); algorithms or AI that embed or amplify bias unless objectively justified; product variations added to make comparison with competitors harder; and pricing structures that are not presented in a way that makes total cost easy to understand.
The FCA's February 2024 implementation review adds that "wait and see" behaviour - knowing of an issue and waiting for the FCA to intervene - is itself a breach of the cross-cutting proactivity obligation.
Cited sources
Connect in 60 seconds
{
"mcpServers": {
"fin-regbase": {
"command": "/absolute/path/to/uv",
"args": [
"run",
"--directory",
"/absolute/path/to/fin-regbase/mcp-server",
"/absolute/path/to/fin-regbase/mcp-server/server.py"
]
}
}
}Setup steps
Clone the repo and install uv.
Run uv sync in mcp-server.
Replace the absolute paths in the config (including WIKI_PATH if your wiki directory is non-standard), then paste it into your MCP client.
Ask your agent a compliance question.
Next
What's inside
Updated May 2026 · UK and US · Rule- and section-level citations
Reviewed against the FCA Handbook, ICO guidance, and US eCFR sources on each ingest.
Browse all 203 articles →See it in action
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