memgraph / ai-toolkit
Open-source tools for AI on Memgraph: persistent agent memory, knowledge graphs, GraphRAG, and integrations for LangChain, LightRAG, and MCP.
Why this job: says: agent memory; topics: memory
What it does
Python packages for building AI applications with Memgraph: agent memory, knowledge graphs, GraphRAG, and framework integrations.
Get started
No single install command. Read the steps in the README (opens in new tab)
- Maintenance
- Active
- Last commit 3 days ago
- Stars
- 119
- +1 this week
- Licence
- MIT
- Allows business use
- Downloads for
- None listed
- No release files
- Latest version
- v0.2.6
- Released 11 days ago
- Built with
- Python
- 98% of the code
Is it looked after?
- Contributors
- 2
- Last 90 days
- Issues
- 80% closed
- 64 still open
- Pull requests
- 352 merged
- 9 waiting
- Releases
- 14
- 8 in the last year
- No contributing guide
- No security policy
- No code of conduct
More: languages, topics and project record
Languages
- Python 98%
- Shell 2%
- Jupyter Notebook <1%
- JavaScript <1%
Topics
- agent
- agentic-ai
- graph
- graph-algorithms
- knoweldge-graph
- mcp
- mcp-server
- memgraph
- memory
Project record
- JobAgent memory
- StatusListed
- Commits373
- Forks16
- Watching4
- Stars in 28 days+5
- CreatedApr 1, 2025
- First seen by usNov 7, 2026
- CheckedNov 7, 2026