memtomem MCP
memtomem provides long-term and short-term memory infrastructure for AI agents via MCP. It indexes markdown, code, and structured files into a searchable hybrid BM25 and vector database, enabling agents to retain context across sessions and share knowledge between different AI runtimes like Claude Code and Cursor.
Package and access
Local package with source-attributed installation metadata. Koskamo does not execute packages during review.
Checks and signals
Each line is separate evidence, not a trust score.
- Popularity 21 GitHub stars
What you can do with it
- Index notes and code for searchable long-term memory
- Search memory using hybrid keyword and semantic queries
- Compress MCP tool responses to save tokens
- Surface relevant memories proactively to agents
Source and maintenance
- Last repository push
- Latest release
- v0.7.3
- Maintenance checked
Packages and installation
Source-provided package data. Koskamo has not executed or live-probed this package.
memtomem 0.7.1
{
"version": "0.7.1",
"transport": "stdio",
"identifier": "memtomem",
"runtimeHint": "uvx",
"registryType": "pypi",
"registryBaseUrl": "https://pypi.org",
"packageArguments": [
{
"type": "positional",
"value": "serve",
"valueHint": "subcommand",
"description": "Run the MCP stdio server. The distribution's console script is the CLI, so the server needs this subcommand."
}
]
}Tools
Reported by the attributed source; not independently observed by Koskamo.
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.
Cursor
{
"mcpServers": {
"memtomem-mcp": {
"command": "uvx",
"args": [
"memtomem==0.7.1",
"serve"
]
}
}
}Cline
{
"mcpServers": {
"memtomem-mcp": {
"command": "uvx",
"args": [
"memtomem==0.7.1",
"serve"
]
}
}
}VS Code
{
"servers": {
"memtomem-mcp": {
"type": "stdio",
"command": "uvx",
"args": [
"memtomem==0.7.1",
"serve"
]
}
}
}Claude Desktop
{
"mcpServers": {
"memtomem-mcp": {
"command": "uvx",
"args": [
"memtomem==0.7.1",
"serve"
]
}
}
}Let your agent find its tools
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