Flexible Graphrag
ClaimedPython, 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
Set up this server
01 / Choose your client
02 / Before you connect
Authentication is not specified. Check the project instructions before connecting.
Project instructions03 / Add the configuration
claude mcp add --transport stdio 'flexible-graphrag' -- 'npx' '-y' '@modelcontextprotocol/inspector'04 / Check it in your client
Open your client’s MCP settings and confirm the server connects and lists its tools. A copied configuration does not confirm a working connection.
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Security profile
Exposure: Broad
Reaches into the environment, credential files or other agents' configuration.
What this server can reach, from a static read of the shipped code. Nothing was executed and nothing here is a verdict: a browser tool has to run commands and an API wrapper has to call its API. Decide what fits your setup.
Detected
- Talks to external services
Makes outbound requests. The hosts are listed so you can see where data goes.
api.fireworks.ai
- Reads environment variables in bulk
Copies or enumerates the whole environment, which can include keys meant for other tools.
- Sends conversation content outward
Logs or forwards prompts, messages or tool results to a service outside your machine.
- Runs shell commands
Spawns processes on your machine. Expected for command, browser and build tools.
- Runs unpinned packages at runtime
Executes npx or uvx without a version, so a compromised upstream release would run.
Dependencies with known advisories
None found in the lockfiles and manifests checked against OSV.dev.
Left out of the profile
24 pattern matches in documentation, configuration or CI files were recorded but are not part of the profile, because they do not run when the server does. The owner dashboard lists them.
Tool change history
FAQ
Questions about Flexible Graphrag MCP Server
- How do I connect Flexible Graphrag MCP Server to Claude?
- Run `claude mcp add flexible-graphrag -- npx -y @modelcontextprotocol/inspector` in Claude Code, or add the same command and arguments under mcpServers in Cursor's mcp.json or Claude Desktop's claude_desktop_config.json, then restart the client. The blocks above are ready to paste.
- Is Flexible Graphrag MCP Server free?
- The listed licence is Apache-2.0. Check the upstream terms for permitted use and commercial requirements; a public repository does not by itself mean the software is free or open source. Connected APIs and hosted services may have separate charges.
- What can Flexible Graphrag MCP Server do?
- MCPVault has not yet recorded the tool list for Flexible Graphrag MCP Server; it is captured when the server passes a live MCP handshake. The description above is what the project publishes.