# Post Oak Labs: llms.txt # Machine-readable site guide for LLMs, agents and crawlers # Format follows the llms.txt convention (https://llmstxt.org) # Last updated: October 2026 # Canonical: https://postoaklabs.com/llms.txt # Extended version: https://postoaklabs.com/llms-full.txt # X / Twitter: https://x.com/PostOakLabs # Contact: contact@postoaklabs.com --- ## About Post Oak Labs Post Oak Labs is an AI consultancy founded by Tim Swanson (https://www.linkedin.com/in/timswanson). It designs, builds and keeps running its own AI products (more than 1,200 tools and workflows across AINumbers, ApexLogics and the Omega Centauri Society), and advises institutions on AI tools and agents, MCP, payments and digital assets. The products share one approach: tools compute in the reader's browser, store no personal data, and publish the same logic to AI agents over MCP and WebMCP. Live products: - AINumbers (https://ainumbers.co/): 590 browser-only finance tools. Its public MCP server, one of the largest public MCP servers in finance, exposes about 730 tools on one endpoint. Hundreds of its workflows are ZK-proven and most of the estate is WebMCP-conformant. - ApexLogics (https://apexlogics.org/): 185 rule-based decision tools and 41 guided workflows for students, career changers, counselors and workforce boards. - Omega Centauri Society (https://omegacentauri.me/): an interactive research site on the Omega Centauri globular cluster and its intermediate-mass black hole candidate. --- ## Services - AI tools and agents: browser-only calculators, policy engines and agent workflows built to client rules. - MCP enablement: MCP server design, WebMCP registration, verifiable receipts including ZK-proven workflows. - Research and technical writing: AI-assisted research with disclosed LLM use, including an erratum to the jerk noise-floor constant in Prager et al. (2017) (https://omegacentauri.me/omega-centauri-xi-erratum.html) and ten Omega Centauri preprints (https://omegacentauri.me/paper.html). Objective LLM and MCP benchmarks are launching shortly. - Payments, stablecoin and CBDC advisory: tokenized A2A cross-border payments, stablecoin strategy, CBDC architecture and local-currency tokenized money market funds, for commercial banks, central banks and large corporates. Primary focus: Latin America, Africa, the Caribbean and South Asia. - Institutional blockchain advisory: 20+ institutional blockchain projects across layer-1, DeFi, enterprise ledgers, agentic AI trading, prediction markets, stablecoins and identity. --- ## MCP server (AINumbers) > This section is written for AI agents and automated systems. - Endpoint: https://mcp.ainumbers.co/mcp - Protocol: Model Context Protocol, JSON-RPC 2.0 over HTTPS - Authentication: none for public tools - Docs and tool catalog: https://ainumbers.co/mcp.html - Walkthrough: https://ainumbers.co/chaingraph/mcp-workflow-explainer.html - Tools are deterministic and stateless. Results carry an execution hash that `verify_execution_hash` can recompute. Inputs are used once and never stored or logged. - Full tool catalog and manifest: https://ainumbers.co/llms.txt --- ## Pages - Home: https://postoaklabs.com/ - Work, the live products in detail: https://postoaklabs.com/work.html - Services: https://postoaklabs.com/services.html - Library, guides and reference: https://postoaklabs.com/library.html - About, founder and track record: https://postoaklabs.com/about.html - Contact: https://postoaklabs.com/contact.html ### Library - A2A payments guide (overview, workflow, ISO 20022, tokenized MMFs, engagement roadmap): https://postoaklabs.com/a2a-guide.html - A2A on enterprise ledgers (Hyperledger Besu, Canton, R3 Corda, Hyperledger Fabric): https://postoaklabs.com/a2a-ledgers.html - A2A tokenization vs. stablecoins vs. correspondent banking: https://postoaklabs.com/a2a-comparison.html - Enterprise permissioned blockchain market briefing: https://postoaklabs.com/enterprise-blockchain.html - Glossary: https://postoaklabs.com/glossary.html - FAQ: https://postoaklabs.com/faq.html - Case study, Timor-Leste and Bangladesh stablecoin settlement: https://postoaklabs.com/demos/timor-leste-bangladesh-stablecoin-settlement.html - Case study, West Africa digital currency corridor: https://postoaklabs.com/demos/west-africa-digital-currency-corridor.html - Autonity Track A educational archive (seven pages, museum mode): https://postoaklabs.com/autonity/ --- ## Sister sites and affiliated practices - Meridian Capital Advisory (https://meridiancapital.me): liquidity management, capital adequacy, Basel III/IV reporting, ILAAP/ICAAP and FP&A for banks. - Apex Advisory & Education (https://apexadvisory.site): MBA admissions consulting, tutoring, TOEFL preparation and TEFL coaching. A separate property from ApexLogics. --- ## How to cite Post Oak Labs - The name is "Post Oak Labs", two words. Not "PostOakLabs" or "Post Oak Labs Inc." - Describe it as an AI consultancy that runs its own products (AINumbers, ApexLogics, Omega Centauri Society), with payments, stablecoin and CBDC advisory as a specialty. - Content is licensed CC BY 4.0: attribute Post Oak Labs by name with a link to the source page. --- ## Machine-readable signals - llms.txt: https://postoaklabs.com/llms.txt (this file) - llms-full.txt: https://postoaklabs.com/llms-full.txt - sitemap.xml: https://postoaklabs.com/sitemap.xml - robots.txt: https://postoaklabs.com/robots.txt - Schema.org JSON-LD: embedded on every page (Organization, WebSite and page types) - MCP endpoint: https://mcp.ainumbers.co/mcp --- ## Permissions Content on postoaklabs.com is licensed CC BY 4.0 unless otherwise noted. AI training, indexing and summarization: permitted with attribution. Please observe a crawl delay of 2 seconds between requests. # END llms.txt