{"repo":"stevereiner/flexible-graphrag","free":true,"listed":false,"github":"https://github.com/stevereiner/flexible-graphrag","clone":"git clone https://github.com/stevereiner/flexible-graphrag.git","description":"Python, LlamaIndex, LangChain, Docker Compose: 15 Property Graph, 4 RDF , 10 Vector, OpenSearch, Elasticsearch, Alfresco, Nuxeo DBs. 14 data sources (10 auto-sync), KG auto-building, Ontologies, LLMs, Docling, LlamaParse, LiteParse, GraphRAG, RAG, Hybrid Search, AI Chat. TypeScript React, Vue, Angular frontends, REST, MCP Server, optional Langflow.","language":"Python","stars":178,"topics":["alfresco","graphrag","knowledge-graph","llamaindex","rag","mcp-server","arcadedb","docling","falkordb","hybrid-search"],"license":"Apache-2.0","category":"mcp-servers","readme_excerpt":"New 8/18/26 — v0.8.0 release: Optional CocoIndex integration — Rust-backed CocoIndex pipeline mixed with Flexible GraphRAG sources (incl. detectors), functions, and targets (more PG/vector/RDF/search); same UI/REST/MCP. Standalone app.py also supported. Now with custom KG extractors (bring your own, or fall back to the built-in one per document) and entity resolution . New meeting-notes example ( examples/cocoindex/meeting notes graph any/ ) — a CocoIndex example ported to run against any configured graph store and source. See CocoIndex Integration. New 8/8/26 — v0.7.2 release: Nuxeo added as a data source — all 3 UIs (React/Vue/Angular) plus REST/MCP, with basic / token / OAuth2 auth and real-time incremental sync via the Nuxeo audit event stream (Kafka). Alfresco OAuth2 and ticket authentication added across the source, all 3 UIs, initial ingest, and real-time sync. Alfresco Community 26.1 Docker upgrade. The MCP server gained optional OAuth2 on its transport (bearer token via your IdP) and moved to FastMCP 3 . Requires python-alfresco-api = 1.2.1 . New 7/20/26 — v0.7.1 release: Document processing now supports LiteParse in addition to the previous Docling and LlamaParse support. Langflow integration ships with fixes and an optional Langflow Docker image bundling the 12 \"Flexible\" components. MS Graph delta query support was added for more efficient incremental updating with SharePoint and OneDrive data sources. New 7/5/26: Optional Langflow visual flows — the app can run i","default_branch":null,"files":null,"tree":[],"storefront":"/r/stevereiner","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/stevereiner/flexible-graphrag/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}