Machine-readable access
SANTISMM for AI agents
Everything here is published for people and machines. Below are all directly fetchable entry points advertised by the discovery manifest, as ordinary links — followable and visible to a crawler. ai-index.json remains the exhaustive, live contract.
Start here
One call, or one fetch, and you know what the corpus holds.
/mcpLive MCP endpoint — POST JSON-RPC; GET intentionally returns 405/en/mcpMCP endpoint documentation — 30 tools over stateless Streamable HTTP/.well-known/mcp/server.jsonMCP server manifest — the registry entry for com.santismm/knowledge/ai-index.jsonai-index.json — the discovery manifest: APIs, MCP, skill and corpus in one document/openapi.jsonOpenAPI 3.1 contract for the apex REST surface
The whole corpus
For ingestion rather than navigation.
/llms.txtllms.txt — the index of the corpus, in plain text/llms-full.txtllms-full.txt — the complete core knowledge corpus, with Evidence-First provenance/api/graph.jsonKnowledge graph — nodes and typed edges across every domainhttps://articles.santismm.com/llms.txtCompact Articles index for agents and crawlershttps://articles.santismm.com/llms-full.txtFull first-party article corpus — essay bodies, languages and canonical URLshttps://articles.santismm.com/ai-index.jsonArticles AI index — article metadata, translations, feeds and discoveryhttps://articles.santismm.com/api/articles.jsonArticles API — structured full-text essays for agents and MCPhttps://labs.santismm.com/llms.txtCompact Labs index for agents and crawlershttps://labs.santismm.com/llms-full.txtFull Labs corpus — inputs, outputs, formulas, assumptions and limitshttps://labs.santismm.com/ai-index.jsonLabs AI index — tools, discovery routes and structured resourceshttps://labs.santismm.com/api/labsLabs API — structured metadata for every calculator, converter and gamehttps://labs.santismm.com/openapi.jsonLabs OpenAPI 3.1 contract — metadata and deterministic calculation schemashttps://benchmarks.santismm.com/llms.txtBenchmarks tracker index — saturation, headroom and priority data
Executable Labs
Versioned calculations from typed assumptions — the same formulas as the interactive tools.
https://labs.santismm.com/api/calculate/agent-economicsExecute Agent Economics — operating cost, cost per verified outcome, savings, ROI and break-evenhttps://labs.santismm.com/api/calculate/evaluation-sample-sizeExecute Evaluation Sample Size — failure detection and rate-estimation sampleshttps://labs.santismm.com/api/calculate/human-supervision-capacityExecute Human Supervision Capacity — workload, FTE, headroom, backlog and sustainable volume
JSON APIs
Read-only, CORS-open, cacheable.
/api/knowledgeKnowledge base API/api/patternsPatterns library API/api/architecturesReference architectures API/api/governanceAI governance API/api/handbookHarness Engineering Handbook API/api/control-matrixAgentic Control Matrix API — controls and framework mappings/control-matrix.csvAgentic Control Matrix CSV export/api/harness-scorecardHarness scorecard API — eleven operational metrics/api/harness-maturityHarness maturity API — seven measurable levels/api/agent-taxonomy.jsonAgent taxonomy API — six axes plus action surface, over 24 real agents/api/homeric-atlas.jsonComplete Homeric Atlas dataset/api/homeric/placesHomeric places API/api/homeric/episodesIliad and Odyssey episodes API/api/homeric/routesCompeting Homeric route reconstructions API/api/homeric/places.geojsonHomeric places as GeoJSON/api/homeric/routes.geojsonHomeric routes as GeoJSON
Discovery and feeds
Sitemaps, feeds and security metadata across the first-party federation.
/sitemap.xmlMain-site sitemap with localized canonical pages/feed.xmlMain-site RSS feed/feed.jsonMain-site JSON Feed/.well-known/security.txtSecurity contact and disclosure policyhttps://articles.santismm.com/sitemap.xmlArticles sitemaphttps://articles.santismm.com/feed.xmlArticles RSS feedhttps://articles.santismm.com/feed.jsonArticles JSON Feedhttps://labs.santismm.com/sitemap.xmlLabs sitemaphttps://benchmarks.santismm.com/sitemap.xmlBenchmarks tracker sitemap
Agent Skill
The procedure for using this corpus — it holds no copy of the content, so it cannot go stale.
/skill.jsonAgent Skill manifest — what it is and how to install it/skill/skill.txtSKILL.md — the drop-in procedure/skill/reference.txtreference.md — full tool signatures and endpoint catalogue/skill/skill.mdOriginal Markdown alias for SKILL.md — identical to the .txt resource/skill/reference.mdOriginal Markdown alias for reference.md — identical to the .txt resource
Licence
CC BY 4.0
The corpus is CC BY 4.0. Reuse it freely — commercially, in derivative works, as retrieval or training material — provided you credit the author and link the canonical URL. Citable content-unit responses carry canonical_url. Discovery, aggregate and claim-registry responses that do not represent a page use their stable endpoint or identifier instead.