# flexible-graphrag

> flexible-graphrag — stevereiner-flexible-graphrag. Use this tool when you need to integrate and manage multiple graph and vector databases, as well as various data sources, to enable advanced search and AI-powered chat functionality. It solves problems related to data synchronization, knowledge graph building, and hybrid search, providing a flexible interface for inputs from 13 data sources and outputs through REST API and multiple frontends. Use it in contexts where complex data management and AI-driven insights are required, such as large-scale data analytics or intelligent information systems.

Canonical page: https://skillsregistry.net/skills/stevereiner-flexible-graphrag  
JSON: https://api.skillsregistry.net/v1/skills/stevereiner-flexible-graphrag

## Description

Python, LlamaIndex, LangChain, 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. Options: Langflow, CocoIndex

## Trust

- **Trust score (0–1):** 0.00
- **Verification tier:** scanned
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **Category:** cloud-infra
- **Updated:** 2026-09-25

## Source

- **Source listing:** [GitHub](https://github.com/stevereiner/flexible-graphrag)

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "stevereiner-flexible-graphrag"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/stevereiner-flexible-graphrag` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/stevereiner-flexible-graphrag/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt