{"id":31144086,"url":"https://github.com/ryandmonk/knowledge_graph_brain","last_synced_at":"2025-09-18T14:10:46.344Z","repository":{"id":311466064,"uuid":"1043766532","full_name":"ryandmonk/knowledge_graph_brain","owner":"ryandmonk","description":"MCP-native knowledge graph orchestrator that unifies data silos with GraphRAG, dynamic connectors, and local AI.","archived":false,"fork":false,"pushed_at":"2025-09-10T20:58:01.000Z","size":1583,"stargazers_count":1,"open_issues_count":1,"forks_count":1,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-09-11T00:31:06.440Z","etag":null,"topics":["data-orchestration","enterprise-ai","graphrag","knowledge-graph","langgraph","local-ai","model-context-protocol","neo4j","ollama","rag","typescript","vector-search"],"latest_commit_sha":null,"homepage":"","language":"TypeScript","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/ryandmonk.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":"docs/security-patterns.md","support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2025-08-24T15:21:03.000Z","updated_at":"2025-09-10T20:58:05.000Z","dependencies_parsed_at":null,"dependency_job_id":"a60fda4b-f828-4781-97e4-953cf1d3296d","html_url":"https://github.com/ryandmonk/knowledge_graph_brain","commit_stats":null,"previous_names":["ryandmonk/knowledge_graph_brain"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/ryandmonk/knowledge_graph_brain","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ryandmonk%2Fknowledge_graph_brain","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ryandmonk%2Fknowledge_graph_brain/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ryandmonk%2Fknowledge_graph_brain/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ryandmonk%2Fknowledge_graph_brain/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ryandmonk","download_url":"https://codeload.github.com/ryandmonk/knowledge_graph_brain/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ryandmonk%2Fknowledge_graph_brain/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":275781157,"owners_count":25527351,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-09-18T02:00:09.552Z","response_time":77,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["data-orchestration","enterprise-ai","graphrag","knowledge-graph","langgraph","local-ai","model-context-protocol","neo4j","ollama","rag","typescript","vector-search"],"created_at":"2025-09-18T14:10:45.244Z","updated_at":"2025-09-18T14:10:46.326Z","avatar_url":"https://github.com/ryandmonk.png","language":"TypeScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003cdiv align=\"center\"\u003e\n  \u003cimg src=\"./assets/logo.png\" alt=\"Knowledge Graph Brain Logo\" width=\"180\"/\u003e\n\n# Knowledge Graph Brain\n\u003c/div\u003e\n\n\u003e **Enterprise-ready knowledge graph platform that unifies data silos into intelligent, trustworthy RAG workflows — with complete audit trails, security management, and visual connector building.**\n\n---\n\n## ✨ What It Does\n\n- **Connect** multiple systems (Confluence, GitHub, Slack…) with declarative YAML schemas  \n- **Ingest** into Neo4j with vector embeddings and provenance tracking  \n- **Query** using hybrid GraphRAG (semantic + graph reasoning)  \n- **Expose** everything as MCP tools or REST APIs for your favorite clients\n- **Secure** with enterprise-grade RBAC, audit trails, and access control\n- **Monitor** with real-time WebSocket dashboards and performance metrics\n- **Build** custom connectors visually from OpenAPI specifications with AI assistance  \n\n---\n\n## 🚀 Quick Start\n\n```bash\n# 1. Clone and install\ngit clone https://github.com/ryandmonk/knowledge_graph_brain.git\ncd knowledge_graph_brain \u0026\u0026 npm install\n\n# 2. Start services (Neo4j, orchestrator, connectors)\n./start-services.sh\n\n# 3. Register schema \u0026 ingest data\ncurl -X POST http://localhost:3000/api/register-schema-yaml -d '{\"kb_id\":\"demo\",\"yaml_content\":\"...'\"}'\ncurl -X POST http://localhost:3000/api/ingest -d '{\"kb_id\":\"demo\"}'\n\n# 4. Ask your first question\nnode cli query --kb_id=demo \"What changed in ENG space this week?\"\n```\n\n\u003e 💡 See full [Setup Guide](./docs/DEPLOYMENT.md) for detailed instructions and prerequisites.\n\n---\n\n## 🖥 Web Setup Wizard\n\nPrefer point-and-click? Launch the React-based setup UI:\n\n```bash\ncd orchestrator \u0026\u0026 DEMO_MODE=true npm run dev\nopen http://localhost:3000/ui\n```\n\n- **Real-time Health**: Neo4j, Ollama, connectors at a glance  \n- **Visual Config**: Add connectors without editing files  \n- **Demo Mode**: Explore with mock data instantly  \n\n---\n\n## 🔌 MCP + API Integration\n\nKnowledge Graph Brain ships with a **Universal MCP Server** exposing 16 tools:\n\n- 🔍 **Knowledge Query:** `ask_knowledge_graph`, `search_semantic`, `explore_relationships`  \n- ⚙️ **Management:** `list_knowledge_bases`, `add_data_source`, `start_ingestion`  \n- 🔎 **Discovery:** `explore_schema`, `find_patterns`, `get_overview`\n\nUse with:\n- [Open WebUI](https://openwebui.com)\n- [Claude Desktop](https://claude.ai/download)\n- [VS Code MCP Extensions](https://github.com/modelcontextprotocol)\n\nOr convert to REST/OpenAPI:\n\n```bash\ncd mcp-server \u0026\u0026 npm run build\n../.venv/bin/mcpo --port 8080 -- node ./dist/index.js\nopen http://localhost:8080/docs\n```\n\n📖 [Complete MCP \u0026 OpenAPI Guide](./docs/openapi-integration.md)\n\n---\n\n## 📚 Documentation\n\n- [Architecture](./docs/ARCHITECTURE.md)  \n- [Connectors Matrix](./connectors/README.md)  \n- [GraphRAG Guide](./docs/graphrag.md)  \n- [CLI Tools](./docs/cli.md)  \n- [Troubleshooting](./TROUBLESHOOTING.md)  \n\n---\n\n## 🛠 Roadmap\n\n- [ ] More connectors (Jira, Google Drive, Notion)  \n- [ ] Live graph exploration in Web UI  \n- [ ] Auto-suggested tools from schema analysis  \n- [ ] Evaluation harness for quality metrics  \n\n---\n\n## 📄 License\n\nApache 2.0 — see [LICENSE](./LICENSE)\n\n---\n\n## 🙋 Support \u0026 Contributing\n\n- Open an [issue](https://github.com/ryandmonk/knowledge_graph_brain/issues) for bugs or feature requests  \n- See [CONTRIBUTING.md](./CONTRIBUTING.md) for dev setup  \n- For quick testing, see [TESTING.md](./TESTING.md)","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fryandmonk%2Fknowledge_graph_brain","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fryandmonk%2Fknowledge_graph_brain","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fryandmonk%2Fknowledge_graph_brain/lists"}