Koskamo

Dense Knowledge MCP

A local-first MCP memory server for persistent LLM knowledge that uses BM25 retrieval to store and search portable .mmp files. It enables agents to maintain structured research between sessions without requiring a database, embedding model, or hosted account, supporting clients like LM Studio, Claude Desktop, and Cursor.

Package and access

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

Dense Knowledge MCP logo, by Lucky44kCommunity listingLocal stdioSource reviewed; not executedPublished by Lucky44k
Vendor documentation

Checks and signals

Each line is separate evidence, not a trust score.

  • Popularity 1 GitHub star

What you can do with it

  • Store structured research entries in portable .mmp files
  • Search knowledge base using BM25 retrieval
  • Maintain persistent LLM memory between sessions
  • Load full entries only when relevant to save context

Source and maintenance

Community listingRegistry 1.2.0MIT
mcp-registry: io.github.Lucky44k/dense-knowledge-mcp@1.2.0Source repository
Last repository push
Latest release
v1.2.0
Maintenance checked

Packages and installation

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

dense-knowledge-mcp 1.2.0

pypiuvx
dense-knowledge-mcp package definition
{
  "version": "1.2.0",
  "transport": "stdio",
  "identifier": "dense-knowledge-mcp",
  "runtimeHint": "uvx",
  "registryType": "pypi",
  "packageArguments": [
    {
      "name": "--root",
      "type": "named",
      "format": "filepath",
      "description": "Directory containing MMP knowledge packages.",
      "placeholder": "/absolute/path/to/memory"
    }
  ]
}

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.

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Cursor

Merge this local stdio configuration, replace every placeholder environment value, and restart Cursor. Koskamo has not executed this package.
Cursor configuration
{
  "mcpServers": {
    "dense-knowledge-mcp": {
      "command": "uvx",
      "args": [
        "dense-knowledge-mcp==1.2.0"
      ]
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.
Cline configuration
{
  "mcpServers": {
    "dense-knowledge-mcp": {
      "command": "uvx",
      "args": [
        "dense-knowledge-mcp==1.2.0"
      ]
    }
  }
}

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": {
    "dense-knowledge-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "dense-knowledge-mcp==1.2.0"
      ]
    }
  }
}

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": {
    "dense-knowledge-mcp": {
      "command": "uvx",
      "args": [
        "dense-knowledge-mcp==1.2.0"
      ]
    }
  }
}

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