Koskamo

Local Memory MCP

A local-first MCP server providing persistent memory for AI assistants using SQLite, FTS5, and vector search. It stores learnings, decisions, and projects in a local file without cloud dependencies or API keys, supporting hybrid retrieval and contradiction detection.

Package and access

Local package with source-attributed installation metadata. Koskamo does not execute packages during review.

Local Memory MCP logo, by studiomeyer-ioCommunity listingLocal stdioSource reviewed; not executedPublished by studiomeyer-io
Vendor documentation

Checks and signals

Each line is separate evidence, not a trust score.

  • Popularity 15 GitHub stars

What you can do with it

  • Store persistent context for Claude, Cursor, and Codex
  • Perform hybrid retrieval using BM25 and vector cosine similarity
  • Detect contradictions in stored facts without LLMs
  • Manage bi-temporal queries and fact supersession

Source and maintenance

Community listingRegistry 2.4.3MIT
mcp-registry: io.github.studiomeyer-io/local-memory-mcp@2.4.3Source repository
Last repository push
Latest release
v2.4.4
Maintenance checked

Packages and installation

Source-provided package data. Koskamo has not executed or live-probed this package.

@studiomeyer/local-memory-mcp 2.4.3

npm
@studiomeyer/local-memory-mcp package definition
{
  "version": "2.4.3",
  "transport": "stdio",
  "identifier": "@studiomeyer/local-memory-mcp",
  "registryType": "npm",
  "environmentVariables": [
    {
      "name": "MEMORY_DB_PATH",
      "format": "string",
      "description": "Custom path for the SQLite database file"
    },
    {
      "name": "MEMORY_EMBED_DISABLED",
      "format": "string",
      "description": "Disable the local embedding pipeline (forces FTS5-only search). Useful in restricted networks where the model can't be downloaded."
    },
    {
      "name": "MEMORY_EMBED_MODEL",
      "format": "string",
      "description": "Override the embedding model id (defaults to Xenova/multilingual-e5-small)."
    },
    {
      "name": "MEMORY_EMBED_CACHE_DIR",
      "format": "string",
      "description": "Override the Transformers.js cache directory (defaults to the OS data dir)."
    }
  ]
}

Tools

Reported by the attributed source; not independently observed by Koskamo.

No tool definitions available.

Maintenance history

Public check and source-refresh events. Editorial and ownership records remain private.

  • · repository · passed · metadata changed · updated
  • · backfill · recorded · Pre-expansion baseline; unobserved rich metadata remains unknown

Connect from your client

Each snippet configures the same source-provided package; replace placeholders before use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Cursor

Merge this local stdio configuration, replace every placeholder environment value, and restart Cursor. Koskamo has not executed this package.
Cursor configuration
{
  "mcpServers": {
    "local-memory-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@studiomeyer/local-memory-mcp@2.4.3"
      ],
      "env": {
        "MEMORY_DB_PATH": "<YOUR_MEMORY_DB_PATH>",
        "MEMORY_EMBED_DISABLED": "<YOUR_MEMORY_EMBED_DISABLED>",
        "MEMORY_EMBED_MODEL": "<YOUR_MEMORY_EMBED_MODEL>",
        "MEMORY_EMBED_CACHE_DIR": "<YOUR_MEMORY_EMBED_CACHE_DIR>"
      }
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.
Cline configuration
{
  "mcpServers": {
    "local-memory-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@studiomeyer/local-memory-mcp@2.4.3"
      ],
      "env": {
        "MEMORY_DB_PATH": "<YOUR_MEMORY_DB_PATH>",
        "MEMORY_EMBED_DISABLED": "<YOUR_MEMORY_EMBED_DISABLED>",
        "MEMORY_EMBED_MODEL": "<YOUR_MEMORY_EMBED_MODEL>",
        "MEMORY_EMBED_CACHE_DIR": "<YOUR_MEMORY_EMBED_CACHE_DIR>"
      }
    }
  }
}

VS Code

Merge this local stdio configuration, replace every placeholder environment value, and restart VS Code. Koskamo has not executed this package.
VS Code configuration
{
  "servers": {
    "local-memory-mcp": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@studiomeyer/local-memory-mcp@2.4.3"
      ],
      "env": {
        "MEMORY_DB_PATH": "<YOUR_MEMORY_DB_PATH>",
        "MEMORY_EMBED_DISABLED": "<YOUR_MEMORY_EMBED_DISABLED>",
        "MEMORY_EMBED_MODEL": "<YOUR_MEMORY_EMBED_MODEL>",
        "MEMORY_EMBED_CACHE_DIR": "<YOUR_MEMORY_EMBED_CACHE_DIR>"
      }
    }
  }
}

Claude Desktop

Merge this local stdio configuration, replace every placeholder environment value, and restart Claude Desktop. Koskamo has not executed this package.
Claude Desktop configuration
{
  "mcpServers": {
    "local-memory-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@studiomeyer/local-memory-mcp@2.4.3"
      ],
      "env": {
        "MEMORY_DB_PATH": "<YOUR_MEMORY_DB_PATH>",
        "MEMORY_EMBED_DISABLED": "<YOUR_MEMORY_EMBED_DISABLED>",
        "MEMORY_EMBED_MODEL": "<YOUR_MEMORY_EMBED_MODEL>",
        "MEMORY_EMBED_CACHE_DIR": "<YOUR_MEMORY_EMBED_CACHE_DIR>"
      }
    }
  }
}

Let your agent find its tools

Find servers like Local Memory MCP from your agent. Add Koskamo once to search the index for endpoints, access requirements, and client setup. Public discovery needs no key.

Connect Koskamo Explore workflows
See all 5,639