A lightweight, Git-backed permanent memory for AI agents.
What it says
The record the registry holds
How you get it
There is no address to call. This one is a package you install and run yourself, wherever your assistant runs.
perenna · pypi · 0.1.2
the recordCopied from the official MCP registry, exactly as it holds it.
{
"server": {
"$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
"name": "io.github.scarletkc/perenna",
"description": "A lightweight, Git-backed permanent memory for AI agents.",
"title": "Perenna",
"repository": {
"url": "https://github.com/scarletkc/Perenna",
"source": "github",
"id": "1342284671"
},
"version": "0.1.2",
"packages": [
{
"registryType": "pypi",
"registryBaseUrl": "https://pypi.org",
"identifier": "perenna",
"version": "0.1.2",
"runtimeHint": "uvx",
"transport": {
"type": "stdio"
},
"packageArguments": [
{
"description": "Run the local MCP server over stdio",
"value": "mcp",
"type": "positional"
},
{
"description": "Stable identifier for the MCP client writing memories",
"isRequired": true,
"placeholder": "codex",
"type": "named",
"name": "--source"
},
{
"description": "Perenna data directory; defaults to ~/.perenna",
"format": "filepath",
"type": "named",
"name": "--home"
}
],
"environmentVariables": [
{
"description": "Embedding provider API key (optional; overrides a stored key; providers can also be configured via `vexor init`)",
"isSecret": true,
"name": "VEXOR_API_KEY"
},
{
"description": "Remote reranker API key (optional; overrides a stored key; only needed when rerank is set to remote)",
"isSecret": true,
"name": "VEXOR_REMOTE_RERANK_API_KEY"
},
{
"description": "Non-secret Vexor config as a JSON object, e.g. {\"provider\": \"gemini\", \"rerank\": \"bm25\"} (optional; merged over ~/.vexor/config.json; credential fields are rejected, use the dedicated variables)",
"name": "VEXOR_CONFIG_JSON"
}
]
}
]
},
"_meta": {
"io.modelcontextprotocol.registry/official": {
"status": "active",
"statusChangedAt": "2026-08-23T05:41:41.255414Z",
"publishedAt": "2026-08-23T05:41:41.255414Z",
"updatedAt": "2026-08-23T05:41:41.255414Z",
"isLatest": true
}
}
}
Make it installable
Draft an Agent Plugin from this
An MCP server is raw capability: some tools, wired to something. An Agent Plugin is the packaging that says what job it does, what it leaves behind and where it stops. The prompt below carries this record and asks for the packaging; your own assistant writes it, and nothing here is sent anywhere.
What this is
MCP server
application/mcp-server-record+jsonlocal · you run it yourselfversion 0.1.2last seen 2026-08-23
These are the publisher's own words, filed by them with the official MCP registry and mirrored here. This catalog did not read them from the publisher and has not run, called or installed anything.