memgraph/mcp-memgraph

mcp-serverNo score yet

Toolkit for building AI-driven graph apps on Memgraph, with LangChain, MCP, and agent implementations.

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Stars

103

Δ stars 7d

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Δ stars 30d

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Forks

12

Contributors

9

npm DL / wk

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PyPI DL / wk

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Language

Python

Last push

2026-06-03

About memgraph/mcp-memgraph

Build powerful AI applications with graph-powered RAG using Memgraph. This toolkit provides everything you need to integrate knowledge graphs into your GenAI workflows. Transform PDFs, URLs, and documents into queryable knowledge graphs: async def main(): memgraph = Memgraph() create_index(memgraph, "Chunk", "hash")

Read the full README on GitHub →

Newly tracked — a growth score appears after the first full scoring week. Signals are deliberately suppressed during cold start to avoid false positives.

memgraph/mcp-memgraph alternatives

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Frequently asked questions

Is memgraph/mcp-memgraph still maintained?
Yes — actively maintained. The last push was on 2026-06-03, with 9 contributors.
What are the best memgraph/mcp-memgraph alternatives?
Closest by category and size in our data: AAI Gateway, io.github.ryanbaumann/platform-ai, SureScaleAI/openai-gpt-image-mcp — full list with live signals above.

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Tracked since 2026-06-10 · data as of 2026-06-10 · 34 open issues · 10 releases