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Changelog

Notable changes to TI Mindmap HUB documentation and public research artifacts.

This changelog covers the public documentation repository. For platform release notes, see ti-mindmap-hub.com.


2026-05 — Architecture, Knowledge Graph & MCP 25 Tools

Added

  • Architecture — Full technical architecture page covering backend (Azure Functions + FastAPI), frontend (React 19 + MUI 7), data stores (Cosmos DB, Neo4j, Blob Storage), authentication model, and deployment topology with Mermaid diagrams
  • Knowledge Graph — STIX Constellation — Documentation for the Neo4j-backed cross-report knowledge graph: graph schema, API endpoints (6), frontend experience, entity resolution, and use cases
  • Analytics Reports — Documentation for cross-source intelligence reports with severity classification and correlation methodology
  • Knowledge Graph tools added to MCP server documentation (6 new tools: kg_stats, kg_search, kg_cluster, kg_timeline, kg_attack_path, kg_cross_report)

Changed

  • MCP tool count updated from 19 to 25 across all documentation (server.md, index.md, llms.txt, README.md, home page)
  • MCP server overview now lists seven tool categories (added Knowledge Graph)
  • Processing pipeline diagrams updated to include Neo4j Knowledge Graph sync stage
  • Technology stack in methodology.md corrected: Azure OpenAI (not generic OpenAI), FastAPI (added), Neo4j (added), MUI 7 (was "Material-UI"), Azure Functions (was "Azure Container Apps")
  • Future research directions updated — Knowledge Graph moved from "planned" to "shipped"
  • Home page (index.md) — added Knowledge Graph feature card
  • Outputs index table — added Knowledge Graph and Analytics Reports rows
  • concepts/index.md high-level pipeline — added Knowledge Graph sync and STIX Constellation node
  • mkdocs.yml navigation — added Architecture, Knowledge Graph, and Analytics Reports entries

2025-02 — Documentation Site Launch

Added

  • MkDocs Material documentation site at docs.ti-mindmap-hub.com
  • Getting Started guide
  • Concepts section with methodology, data model, and limitations
  • Outputs documentation for STIX bundles, IOCs, MITRE mapping, and weekly briefings
  • Integrations section with MCP server documentation for VS Code and Claude Desktop
  • Tutorial: From Report to Structured Intelligence
  • Video Tutorials section with embed pattern
  • Research section with academic collaborations
  • Security & Privacy policy documentation
  • Community section with contributing guide and style guide
  • Deployment documentation for Azure Static Web Apps
  • GA4 analytics integration
  • llms.txt for AI tool consumption
  • robots.txt and sitemap generation
  • GitHub Actions CI/CD for automated site deployment
  • Issue templates for bug reports, docs improvements, and feature requests
  • Pull request template
  • CODE_OF_CONDUCT.md
  • Comprehensive CONTRIBUTING.md

Changed

  • Repository restructured from flat documentation layout to MkDocs-compatible tree
  • Files migrated with git mv to preserve history
  • README.md rewritten as project entry point linking to docs site

2025-01 — MCP Tools Update

Added

  • STIX bundle tools (3 new MCP tools)
  • CVE intelligence tools (5 new MCP tools)
  • Updated MCP documentation to reflect 19 available tools

2025-01 — Academic Collaborations

Added

  • Academic collaborations documentation
  • Giulio Triggiani Master's thesis integration (UNISA)
  • Research areas and collaboration opportunities

2025-01 — Initial Public Release

Added

  • Public research documentation repository
  • Methodology documentation
  • Limitations documentation
  • STIX 2.1 generation documentation
  • Contributing guidelines
  • MCP server integration guides (VS Code, Claude Desktop)
  • Example STIX 2.1 bundle
  • MCP bridge script for stdio clients
  • Security policy
  • CC BY-NC 4.0 license