Koskamo

hot-memory-mcp

A two-tier memory system for AI agents featuring a hot cache for instant recall of frequently used knowledge and cold storage for semantic search. It reduces context window bloat by auto-promoting valuable patterns and connecting facts via a knowledge graph, eliminating the need for manual curation and reducing tool call latency.

Package and access

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

hot-memory-mcp logo, by michael-denyerCommunity listingLocal stdioSource reviewed; not executedPublished by michael-denyer
You need:Install package uv tool install hot-memory-mcp
Vendor documentation

Checks and signals

Each line is separate evidence, not a trust score.

  • Popularity 14 GitHub stars

What you can do with it

  • Persist project architecture facts across sessions
  • Auto-promote frequently used code patterns to instant access
  • Perform semantic search on historical context
  • Connect related concepts via a knowledge graph

Source and maintenance

Community listingRegistry 0.8.0MIT
mcp-registry: io.github.michael-denyer/hot-memory-mcp@0.8.0Source repository
Last repository push
Latest release
v0.8.0
Maintenance checked

Packages and installation

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

hot-memory-mcp 0.8.0

pypi
hot-memory-mcp package definition
{
  "version": "0.8.0",
  "transport": "stdio",
  "identifier": "hot-memory-mcp",
  "registryType": "pypi",
  "environmentVariables": [
    {
      "name": "MEMORY_MCP_DB_PATH",
      "format": "string",
      "description": "Path to SQLite database file"
    },
    {
      "name": "MEMORY_MCP_EMBEDDING_MODEL",
      "format": "string",
      "description": "Embedding model to use (default: all-MiniLM-L6-v2)"
    }
  ]
}

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": {
    "hot-memory-mcp": {
      "command": "uvx",
      "args": [
        "hot-memory-mcp==0.8.0"
      ],
      "env": {
        "MEMORY_MCP_DB_PATH": "<YOUR_MEMORY_MCP_DB_PATH>",
        "MEMORY_MCP_EMBEDDING_MODEL": "<YOUR_MEMORY_MCP_EMBEDDING_MODEL>"
      }
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.
Cline configuration
{
  "mcpServers": {
    "hot-memory-mcp": {
      "command": "uvx",
      "args": [
        "hot-memory-mcp==0.8.0"
      ],
      "env": {
        "MEMORY_MCP_DB_PATH": "<YOUR_MEMORY_MCP_DB_PATH>",
        "MEMORY_MCP_EMBEDDING_MODEL": "<YOUR_MEMORY_MCP_EMBEDDING_MODEL>"
      }
    }
  }
}

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": {
    "hot-memory-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "hot-memory-mcp==0.8.0"
      ],
      "env": {
        "MEMORY_MCP_DB_PATH": "<YOUR_MEMORY_MCP_DB_PATH>",
        "MEMORY_MCP_EMBEDDING_MODEL": "<YOUR_MEMORY_MCP_EMBEDDING_MODEL>"
      }
    }
  }
}

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": {
    "hot-memory-mcp": {
      "command": "uvx",
      "args": [
        "hot-memory-mcp==0.8.0"
      ],
      "env": {
        "MEMORY_MCP_DB_PATH": "<YOUR_MEMORY_MCP_DB_PATH>",
        "MEMORY_MCP_EMBEDDING_MODEL": "<YOUR_MEMORY_MCP_EMBEDDING_MODEL>"
      }
    }
  }
}

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