MCP tools for Memgraph graphs created by memgraph-ingester
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# memgraph-ingester-mcp [](https://github.com/ousatov-ua/memgraph-ingester-mcp) [](https://github.com/ousatov-ua/memgraph-ingester-mcp/commits/main) [](https://github.com/ousatov-ua/memgraph-ingester-mcp/commits/main) [](https://pypi.org/project/memgraph-ingester-mcp/) [](https://pypi.org/project/memgraph-ingester-mcp/) [](https://github.com/ousatov-ua/memgraph-ingester-mcp/blob/main/LICENSE) `memgraph-ingester-mcp` exposes safe, high-level MCP tools for Memgraph graphs produced by [`memgraph-ingester`](https://github.com/ousatov-ua/memgraph-ingester). It keeps agents out of long Cypher instruction blocks for normal work while still offering a project-scoped read-only Cypher escape hatch for unusual lookups. The package is intended to be published to PyPI as `memgraph-ingester-mcp` under the `ousatov-ua` account. All query and formatting logic lives in [`memgraph-ingester-tool`](https://github.com/ousatov-ua/memgraph-ingester-tool) (PyPI: [`memgraph-ingester-tool`](https://pypi.org/project/memgraph-ingester-tool/)) — the single source of truth shared by this MCP server and the `mgtools` CLI for `mgconsole` users without MCP access. This package is a thin FastMCP adapter over it; change query behavior there, and both consumers pick it up. ## Tools Code graph tools: - `server_status`: graph inventory, memory counts, and vector index status. - `code_orientation`: compact package/type/call overview; pass `sections` to keep it focused. - `code_quality_stats`: graph-wide code…
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