Local Memory

What is Local Memory?

Persistent local memory for Claude, Cursor & Codex. 21 MCP tools, hybrid retrieval (BM25 + vector RRF), bi-temporal queries, contradiction detection. SQLite + Knowledge Graph. No cloud, no API keys. npx @studiomeyer/local-memory-mcp

How to use Local Memory?

The README includes setup instructions such as claude mcp add memory -- npx -y @studiomeyer/local-memory-mcp.

Key features of Local Memory

• search_fts (FTS5, BM25) — keyword recall, the v1 path
• embeddings (sqlite-vec vec0 virtual table, float[384]) — vector recall
• Reciprocal Rank Fusion (k=60) combines the two when mode: "hybrid"
• MEMORY_EMBED_DISABLED=1 — force FTS5-only (e.g. air-gapped or corporate-proxy network)
• MEMORY_EMBED_MODEL=... — swap in a different Transformers.js feature-extraction model

Use cases of Local Memory

• Connect an MCP-compatible client to this repository's service.
• Review the README-backed setup before enabling it in production.

FAQ from Local Memory

Where is the source code for Local Memory?

The source code is linked from the repository URL on this page.

Does Local Memory include a standard MCP config?

If the README contains a parseable MCP configuration block, it is shown in the Config tab.