Flexible Graphrag
arcadedb · by stevereiner
Flexible GraphRAG: Python, LlamaIndex, Docker Compose: 8 Graph dbs, 10 Vector dbs, OpenSearch, Elasticsearch, Alfresco. 13 data sources (9 auto-sync), KG auto-building, schemas, LLMs, Docling or LlamaParse doc processing, GraphRAG, RAG only, Hybrid search, AI chat. React, Vue, Angular frontends, FastAPI backend, REST API, MCP Server. Please 🌟 Star
No known CVEs
Apache-2.0 license
Actively maintained
Last commit 3d ago
Works with most clients
Transport: stdio, sse, http
4 tools · ~421 tok
Grade A · 0.2% of 200K ctx
Step 1
Install in your client
Config is the same across clients — only the file and path differ.
CD
Supported in Claude Desktopstdio, sse, http · Node 18+
Paste into ~/Library/Application Support/Claude/claude_desktop_config.json
{
"mcpServers": {
"flexible-graphrag": {
"args": [
"arcadedb"
],
"command": "uvx"
}
}
}Are you the author?
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[](https://mcppedia.org/s/flexible-graphrag)
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What Flexible Graphrag does
New Flexible GraphRAG now supports RDF-based ontologies for both property graph databases and RDF triple store databases (Graphwise Ontotext GraphDB, Fuseki, and Oxigraph). Document ingestion with KG extraction, auto incremental data source change detection, and UI search (hybrid search, AI query, and AI chat) are all supported with both database types.
Test This Server
This server supports HTTP transport. Be the first to test it — help the community know if it works.
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Why this score
Five weighted categories — click any category to see the underlying evidence.
Score breakdown
90/100across 5 weighted dimensions
0255075100
30
15
20
15
10
−10
Security
Maintenance
Efficiency
Documentation
Compatibility
Categoriesclick a row to see evidence
Security
OSV.devNo known CVEs.
Checked arcadedb against OSV.dev.
Inventory
Tools (4)
Click any tool to inspect its schema.
~421 tokens total
Community
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Frequently Asked Questions
- Is Flexible Graphrag safe to use?
- Flexible Graphrag has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments. Licensed under Apache-2.0.
- How do I install Flexible Graphrag?
- Flexible Graphrag supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.
- What can Flexible Graphrag do?
- Flexible Graphrag provides 4 tools: document_ingest, hybrid_search, ai_query, ai_chat. See the full tools list on the server page for descriptions and parameters.
- What AI clients work with Flexible Graphrag?
- Flexible Graphrag is compatible with claude-desktop, cursor, claude-code. It uses stdio and sse and http transport.
- Is Flexible Graphrag actively maintained?
- Flexible Graphrag is actively maintained — last commit was 3 days ago. It has 131 GitHub stars.
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