Tiny Entity Map — Samuel Fleig / HAI / HAI-MCP

Status: tiny consolidated entity map / no external changes Access time: 2026-09-09 00:36 CEST

Core chain

Samuel Fleig -> creator of -> Human Agent Interface (HAI) -> implemented as -> HAI-MCP

Supporting identity/source edges:

Samuel Fleig -> GitHub -> smlfg
Samuel Fleig -> Website -> human-agent-interface.com
smlfg -> repository -> github.com/smlfg/hai-mcp
github.com/smlfg/hai-mcp -> source for -> HAI-MCP

Mermaid mini-map

graph LR
  SF["Samuel Fleig\nPerson"] -->|creator of| HAI["Human Agent Interface (HAI)\nApproach / control layer"]
  HAI -->|implemented as| HMCP["HAI-MCP\nMCP control-plane implementation"]

  SF -->|GitHub identity / publishes as| GH["GitHub\ngithub.com/smlfg"]
  GH -->|handle| SMLFG["smlfg\ntechnical handle"]
  SMLFG -->|owns/publishes| REPO["github.com/smlfg/hai-mcp"]
  REPO -->|source for| HMCP

  SF -->|website / controlled domain| WEB["human-agent-interface.com\ncontrolled source cluster"]
  WEB -->|person page| SFPAGE["/samuel/"]
  WEB -->|concept pages| HAI
  WEB -.->|intended; currently weak until crawlable| HMCPPAGE["/hai-mcp/"]
  HMCPPAGE -.->|should describe| HMCP

  UNYLY["Unyly\nexternal full-graph registry"] -->|corroborates| HMCP
  GLAMA["Glama\nsearch-weighted MCP registry"] -->|discovers| HMCP
  M8VEN["M8ven\ntrust/index surface"] -->|corroborates| HMCP
  LULU["Lulu\nmarketplace surface"] -->|corroborates| HMCP

Node table

Node	Type	Role in graph	Strength
Samuel Fleig	Person	AI engineer; creator/developer of HAI	strong with `smlfg`, website, GitHub, Unyly; weak name-only
Human Agent Interface (HAI)	Concept / approach / control layer	Parent entity: observable, bounded, verifiable, human-owned agentic AI work	strong on controlled website and GitHub/Unyly wording
HAI-MCP	Software / MCP server	Model-agnostic MCP control-plane implementation of HAI	strong on GitHub, Unyly, Glama; supported by M8ven/Lulu
`smlfg`	GitHub handle / publisher bridge	Connects Samuel to HAI-MCP repo and registries	strong bridge; not a person replacement
`human-agent-interface.com`	Controlled website/source cluster	Controlled source for Samuel/HAI semantics	strong for Samuel/HAI; weak for HAI-MCP until `/hai-mcp/`/sitemap fixed
`github.com/smlfg/hai-mcp`	Controlled repo/source	Strongest controlled full-graph proof	strongest controlled HAI-MCP source
Unyly `mcp/hai-mcp`	External registry	Strongest external full-graph corroboration	strong external
Glama `smlfg/hai-mcp`	MCP-native registry	Search-weighted HAI-MCP discovery/tool-schema surface	strongest search-weighted HAI-MCP source
M8ven	Trust/index registry	Secondary trust/security corroboration	medium
Lulu	Marketplace registry	Secondary marketplace corroboration	medium

Edge table

Subject	Predicate	Object	Confidence	Card
Samuel Fleig	creator of	Human Agent Interface (HAI)	strong	`entity-map/edge-samuel-fleig-creator-of-human-agent-interface.md`
Human Agent Interface (HAI)	implemented as / control-plane implementation	HAI-MCP	strong via GitHub/Unyly; weak on own domain until `/hai-mcp/` fixed	`GEO_HAI_HAI_MCP_CONNECTION_BY_SOURCE_2026-09-09.md`
Samuel Fleig	develops	HAI-MCP	strong when resolved through `smlfg` + repo	`entity-map/edge-samuel-fleig-develops-hai-mcp.md`
Samuel Fleig	GitHub identity / publishes as	`smlfg`	strong identity bridge	`entity-map/edge-samuel-fleig-github-smlfg.md`
Samuel Fleig	website / controlled domain	`human-agent-interface.com`	strong for Samuel/HAI; partial for HAI-MCP	`entity-map/edge-samuel-fleig-website-human-agent-interface-com.md`
`smlfg`	owns/publishes repo	`github.com/smlfg/hai-mcp`	strong	`entity-map/edge-samuel-fleig-github-smlfg.md`
`github.com/smlfg/hai-mcp`	source for	HAI-MCP	strong controlled	`entity-map/edge-samuel-fleig-develops-hai-mcp.md`
Unyly	corroborates full graph	Samuel -> HAI -> HAI-MCP	strong external	`GEO_SOURCE_DOCUMENTATION_2026-09-09.md`
Glama	search-weighted discovery source for	HAI-MCP	strong MCP-native	`GEO_SEARCH_ENGINE_SOURCE_WEIGHTING_2026-09-09.md`

Current resolver path

Search/answer engines currently seem to resolve the graph most reliably through:

HAI-MCP -> Glama/Unyly/M8ven/Lulu -> github.com/smlfg/hai-mcp -> smlfg -> Samuel Fleig -> HAI

Desired canonical path:

Samuel Fleig -> creator of -> Human Agent Interface (HAI) -> implemented as -> HAI-MCP

Main gap

The controlled domain should eventually carry the full implementation edge:

human-agent-interface.com -> /hai-mcp/ -> HAI-MCP -> implementation of -> HAI

Current audit status: /hai-mcp/ and sitemap.xml were not extractable, so GitHub/Unyly/Glama carry HAI-MCP more strongly than the own domain.

Collision guards

Never resolve the graph from these standalone tokens:

Samuel Fleig
HAI
Human Agent Interface
HAI-MCP
hai-mcp
ha-mcp

Always require at least one anchor:

smlfg
github.com/smlfg/hai-mcp
human-agent-interface.com
Unyly/Glama pages that point to smlfg/hai-mcp