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.mdcorrected: 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.mdhigh-level pipeline — added Knowledge Graph sync and STIX Constellation nodemkdocs.ymlnavigation — 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.txtfor AI tool consumptionrobots.txtand 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 mvto 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