Flexible Graphrag MCP Server
by stevereinerGraphRAG, RAG, LlamaIndex, LangChain, 15 Prop Graph, 4 RDF, 10 Vector, 3 Search DBs. 14 data srcs, auto sync, Alfresco, Nuxeo, SharePoint, Box, CMIS, S3,GCS,Azure, web. KG auto-bld, Ontologies, 13 LLM providers, Docling, LlamaParse, LiteParse, Hybrid Search, AI Chat. TypeScript React, Vue, Angular, Python, REST, MCP, OpenArch, Langflow, CocoIndex.
Flexible Graphrag is an open-source mcp server by stevereiner, written mainly in Python, with 196 GitHub stars and the Apache-2.0 license. Its code was last updated Oct 31, 2026. The latest PyPI release is flexible-graphrag 0.10.0, published Nov 11, 2026, with 163 downloads last week.
Scan summary: scanned Nov 5, 2026 at commit 3b373ee. Seen able to connect to the internet. 1 published advisory for its package. Scan policy
What Flexible Graphrag can touch
- Our checks did not find this. The tool may still do it.Run shell commandsNot seen in this scan
- Our checks did not find this. The tool may still do it.Run dynamic codeNot seen in this scan
- Our checks did not find this. The tool may still do it.Read or write filesNot seen in this scan
- Our checks did not find this. The tool may still do it.Read environment and secretsNot seen in this scan
- Our checks did not find this. The tool may still do it.Control a web browserNot seen in this scan
- Our checks did not find this. The tool may still do it.Connect to databasesNot seen in this scan
- Our checks did not find this. The tool may still do it.Read or send messagesNot seen in this scan
- Our checks did not find this. The tool may still do it.Touch money or tradingNot seen in this scan
- Seen in this scan, either in the code or while it ran.Connect to the internetFound in the code by our scan
"Not seen" means our checks did not find it, and the tool may still do it. Covers commit 3b373ee, Nov 5, 2026. See the scan policy.
Before you install Flexible Graphrag
AgenticMart scanned Flexible Graphrag on Nov 5, 2026 with automated checks for hidden code, known-malicious packages, leaked secrets and vulnerable dependencies. The result covers one commit under our scan policy, so review what access you give it and check any advisories shown here.
What it can access
- An MCP server is a program your AI app starts and talks to. A local one runs with your user's permissions: it can see the files, environment variables and network your account can.
- Based on its description and topics, it likely needs to act on cloud infrastructure.
Before you install
- Use a role with only the permissions it needs, never an admin key.
- Pin the version you reviewed instead of always installing the latest release.
- Read the tool list or scripts before the first run, and keep approval prompts on for actions that write, send or delete.
- Maintained by stevereiner on GitHub, 196 stars and 37 forks. Popularity is not proof of safety.
- Last code change: Oct 31, 2026.
- Open-source license: Apache-2.0.
Published advisories for flexible-graphrag
From the OSV database, for this PyPI package. Check that your installed version is past any fix.
- CVE-2026-114510Flexible GraphRAG: Cypher/Graph Injection via broken string-escaping in FalkorDB adapter (_escape()) - full graph wipe from ingested-document contentFixed in 0.8.2.
Flexible Graphrag is an open-source mcp server by stevereiner, written mainly in Python. GraphRAG, RAG, LlamaIndex, LangChain, 15 Prop Graph, 4 RDF, 10 Vector, 3 Search DBs. 14 data srcs, auto sync, Alfresco, Nuxeo, SharePoint, Box, CMIS, S3,GCS,Azure, web. KG auto-bld, Ontologies, 13 LLM providers, Docling, LlamaParse, LiteParse, Hybrid Search, AI Chat. TypeScript React, Vue, Angular, Python, REST, MCP, OpenArch, Langflow, CocoIndex.
At a glance
- Stars
- 196
- Forks
- 37
- Language
- Python
- License
- Apache-2.0
- Created
- Aug 2025
- Last update
- Oct 31, 2026
- Type
- MCP Server
- Price
- Free
Topics
Questions about Flexible Graphrag
What is Flexible Graphrag?
GraphRAG, RAG, LlamaIndex, LangChain, 15 Prop Graph, 4 RDF, 10 Vector, 3 Search DBs. 14 data srcs, auto sync, Alfresco, Nuxeo, SharePoint, Box, CMIS, S3,GCS,Azure, web. KG auto-bld, Ontologies, 13 LLM providers, Docling, LlamaParse, LiteParse, Hybrid Search, AI Chat. TypeScript React, Vue, Angular, Python, REST, MCP, OpenArch, Langflow, CocoIndex.
Who maintains Flexible Graphrag?
Flexible Graphrag is maintained by stevereiner on GitHub (stevereiner/flexible-graphrag). AgenticMart lists it from public repository data.
Is Flexible Graphrag safe to use?
AgenticMart scanned Flexible Graphrag on Nov 5, 2026 with automated checks for hidden code, known-malicious packages, leaked secrets and vulnerable dependencies. The result covers one commit under our scan policy, so review what access you give it and check any advisories shown here.
What license does Flexible Graphrag use?
It is published under the Apache-2.0 license.
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