Santismm Knowledge — Harness Engineering, Agentic AI & Governance

Name: Santismm Knowledge — Harness Engineering, Agentic AI & Governance
Author: com.santismm

MCP serverMCP

Query core AI knowledge, essays, executable Labs, Homeric data and epistemic claims.

by com.santismmrepository ↗homepage ↗v0.4.1MIT

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30-day availability111/111 checks ok

Tools observed via MCP handshake

get_author_profile — Get the author's professional profile as structured facts: name and the other forms it takes, current role with its start date, previous organisations, the fram
get_overview — Get the complete MCP map — start here. Returns the five-domain core plus the separate Article, Labs, Homeric Atlas, claim-registry and AI-benchmark surfaces, wi
search_all — Search the core corpus, first-party essays, executable Labs, epistemic claims, the Homeric Atlas and the AI benchmarks (professions and benchmark catalogue) in
list_knowledge — List all knowledge units (concepts on agentic & enterprise AI) with slug, category, title, summary and Evidence-First provenance. Use this to browse the domain;
get_knowledge — Get one knowledge unit by slug. Returns the full entry, or a single-locale body if locale is given. Use this once `search` or `list_knowledge` has given you a s
list_patterns — List all Enterprise AI patterns (reusable agentic design patterns) with slug, category, name, summary and provenance. Use this to browse the catalogue; use `sea
get_pattern — Get one Enterprise AI pattern by slug (includes problem, solution, KPIs, failure modes, lessons). Use this once `search` or `list_patterns` has given you a slug
list_architectures — List all reference architectures (end-to-end enterprise agentic blueprints) with id, slug, category, name, summary and provenance. Use this to browse the bluepr
get_architecture — Get one reference architecture by slug (includes the request flow, reference scenario, KPIs, cost & scaling, and the patterns/knowledge it composes). Use this o
list_governance — List all AI governance units (regulations, standards, frameworks, playbooks — EU AI Act, ISO 42001, NIST AI RMF, agentic checklist) with id, slug, category, nam
get_governance — Get one AI governance unit by slug (includes scope, key requirements, implementable controls, a checklist and common pitfalls). Use this once `search` or `list_
list_handbook — List the Harness Engineering Handbook chapters (HRN-001…): the canonical long-form corpus on harness engineering — definition, history, taxonomy, principles, me
get_handbook — Get one Harness Engineering Handbook chapter, by id (e.g. 'HRN-001') or slug. Returns the full Markdown body plus its provenance and related ids. Use this once
search — Ranked keyword search across the whole corpus (knowledge, patterns, architectures, governance and the handbook). Matches every language and ignores accents, so
list_articles — List every long-form essay published on articles.santismm.com, with language, dates, topics and citable canonical URLs. Use this to browse the essay catalogue;
get_article — Get one complete essay by slug, including its clean Markdown-like body, metadata, licence context and canonical URL. Use this after `list_articles` or `search_a
search_articles — Ranked, accent-insensitive full-text search over every first-party essay, including titles, summaries, topics and bodies. Use this when you need long-form analy
list_professions — List the professions that have a ranking of frontier AI models built from independent benchmark results (lawyer, accountant, developer, salesperson, translator,
recommend_model_for_profession — Get the ranking of frontier AI models for one profession: the best result, the runner-up, the best value and the best open-weights model, the full table with da
compare_models — Put two or more frontier models side by side on the benchmark results recorded for them (score, unit, source table and evidence grade per benchmark), optionally
list_benchmarks — List every benchmark in the AI Agent Benchmarks catalogue (agentic benchmarks with SOTA, saturation and headroom) and in the radar's complementary list (vision,
get_benchmark — Get one benchmark by slug or name: what it measures, state of the art, saturation, headroom, human baseline, source and notes, the radar axis it informs, the mo
list_labs — List every SANTISMM Lab with its inputs, outputs, assumptions, formulas and citation URL. Use this to discover interactive and machine-readable tools; filter by
get_lab — Get one Lab by slug, including formulas, assumptions, related SANTISMM content and its executable endpoint when one exists. Use this after list_labs or search_a
calculate_agent_economics — Calculate monthly operating cost, cost per verified outcome, manual baseline, savings, ROI and break-even success rate from explicit assumptions. Use this for a
calculate_evaluation_sample_size — Calculate two different samples: how many independent evaluations are needed to detect at least one failure, and how many are needed to estimate its rate at a c
calculate_human_supervision_capacity — Calculate review and escalation workload, required FTE, available headroom or backlog, monthly labour cost and sustainable case volume. Use this before producti
get_related — Traverse the knowledge graph: given a unit, return its neighbours — the units it links to (outgoing) and the units that reference it (incoming), each with the r
list_homeric_places — List every place in the Homeric Atlas with its identification class, its confidence score and how many competing identifications it carries. Use this to browse
get_homeric_place — Get one place by slug: every identification proposed for it, each with its own coordinates, class, 0-12 rubric and sources, plus the attested passages. Use this
list_homeric_episodes — List every episode of the Iliad and the Odyssey held in the atlas, in reading order, with its passage, the places it involves and how firmly it can be located.
get_homeric_episode — Get one episode by slug: the passage, the narrative, the competing theories about where it happened (each with its proponent and sources), the confidence rubric
list_homeric_routes — List the reconstructed itineraries (the nostos of Odysseus and the others), each with its rival reconstructions scored separately. Use this to see which voyages
get_homeric_route — Get one route by slug: each reconstruction variant with its ordered stops, the hypothesis chosen at each stop, its confidence rubric and its sources. Use this t
list_claims — List the load-bearing claims of the corpus, each tagged as observed_fact, industry_synthesis, santismm_thesis or strategic_hypothesis, with its confidence and t
get_claim — Get one claim by id (HE-CLAIM-001) or slug: the statement, what it rests on, its structured sources, and — always present — what it does NOT establish and the o

Provenance

Where this record came from

Every source is kept verbatim. Field changes are logged as events.

npm registrysantismm-knowledge-mcp

first seen 2 mo ago · fetched 12 d agoopen ↗

Official MCP Registrycom.santismm/knowledge

first seen 2 mo ago · fetched 3 d agoopen ↗

PyPIsantismm-knowledge-mcp

first seen 1 mo ago · fetched 27 h agoopen ↗

Field history (12 recent events)

2 mo ago · declared · name → "Santismm Knowledge — Harness Engineering, Agentic AI & Governance"
2 mo ago · declared · summary → "Query core AI knowledge, essays, executable Labs, Homeric data and epistemic claims."
2 mo ago · declared · description → "Query core AI knowledge, essays, executable Labs, Homeric data and epistemic claims."
2 mo ago · declared · publisherName → "com.santismm"
2 mo ago · declared · repoUrl → "https://github.com/santismm/santismm-knowledge-mcp"
2 mo ago · declared · version → "0.4.1"
2 mo ago · declared · license → "MIT"
2 mo ago · declared · summary → "MCP server for the Santismm Knowledge Platform — core knowledge, first-party essays, Homeric Atlas datasets and epistem
2 mo ago · observed · packageFacts → {"name":"santismm-knowledge-mcp","registry":"npm","publishedAt":"2026-09-04T05:04:46.870Z","latestVersion":"0.5.0","week
2 mo ago · declared · protocols → ["mcp"]
2 mo ago · declared · description → "MCP server for the Santismm Knowledge Platform — core knowledge, first-party essays, Homeric Atlas datasets and epistem
2 mo ago · declared · publisherName → "santismm"

when	check	result	http	latency	detail
4 h ago	mcp initialize	ok	200	469 ms	server santismm-knowledge 0.5.0 · protocol 2025-06-18 · 36 tools
11 h ago	mcp initialize	ok	200	425 ms	server santismm-knowledge 0.5.0 · protocol 2025-06-18 · 36 tools
17 h ago	mcp initialize	ok	200	390 ms	server santismm-knowledge 0.5.0 · protocol 2025-06-18 · 36 tools
23 h ago	mcp initialize	ok	200	418 ms	server santismm-knowledge 0.5.0 · protocol 2025-06-18 · 36 tools
30 h ago	mcp initialize	ok	200	535 ms	server santismm-knowledge 0.5.0 · protocol 2025-06-18 · 36 tools
2 d ago	mcp initialize	ok	200	506 ms	server santismm-knowledge 0.5.0 · protocol 2025-06-18 · 36 tools
2 d ago	mcp initialize	ok	200	425 ms	server santismm-knowledge 0.5.0 · protocol 2025-06-18 · 36 tools
2 d ago	mcp initialize	ok	200	388 ms	server santismm-knowledge 0.5.0 · protocol 2025-06-18 · 36 tools
2 d ago	mcp initialize	ok	200	478 ms	server santismm-knowledge 0.5.0 · protocol 2025-06-18 · 36 tools
3 d ago	mcp initialize	ok	200	394 ms	server santismm-knowledge 0.5.0 · protocol 2025-06-18 · 36 tools

Santismm Knowledge — Harness Engineering, Agentic AI & Governance

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