# memgraph/ai-toolkit

<https://repo.masters-masters.com/en/repos/memgraph/ai-toolkit>

[Home](https://repo.masters-masters.com/en) › [memgraph](https://repo.masters-masters.com/en/owners/memgraph) › [ai-toolkit](https://repo.masters-masters.com/en/repos/memgraph/ai-toolkit)

memgraph/ai-toolkit has 118 stars on GitHub. Its RepoMasters card: Prototype tier. Open-source tools for AI on Memgraph: persistent agent memory, knowledge…

| Field | Value |
| --- | --- |
| Owner | [memgraph](https://repo.masters-masters.com/en/owners/memgraph) |
| Stars | 118 |
| Forks | 16 |
| Language | [Python](https://repo.masters-masters.com/en/languages/python) |
| License | MIT |
| Created | 2025 |
| Topics | agent, agentic-ai, graph, graph-algorithms, knoweldge-graph, mcp, mcp-server, memgraph, memory |
| Tier | [Prototype (100 to 249 ★)](https://repo.masters-masters.com/en/ranks/rush) |
| View on GitHub | [memgraph/ai-toolkit](https://github.com/memgraph/ai-toolkit) |

## Repository

Open-source tools for AI on Memgraph: persistent agent memory, knowledge graphs, GraphRAG, and integrations for LangChain, LightRAG, and MCP.

The tier for repos with 100 to 249 ★. Published odds per card pulled: 70%. Rarity: Common.

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Data: GitHub · Illustration drawn by RepoMasters from the repo’s ID and its language color.