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Persistent memory for AI agents: Markdown entries, hybrid search, typed graph links
Inkwell is an MCP server entry in ChatHome Skills, sourced from Official MCP Registry and scored 73/100. As a Model Context Protocol server, it exposes tools that MCP-compatible LLM clients such as Claude, Cursor, and Copilot can call directly, extending an agent's reach beyond its built-in capabilities. ChatHome Skills discovered this entry through its daily ingest of official registries and GitHub discovery queries, and re-verifies repository facts, freshness signals, and install metadata on every run. The quality score weighs official-registry presence, a working install command, license clarity, GitHub star trajectory, and repository freshness — the full formula is on the Sources page. The install command above is ready to copy. Review the last-pushed date and repository status before adding Inkwell to a production agent workflow; the snapshot facts below are point-in-time values from the most recent ingest.
docker run -i --rm docker.io/foreigndmitryi/inkwell-memory:0.14.0Review the upstream source before running this command.
{
"_meta": {
"io.modelcontextprotocol.registry/official": {
"status": "active",
"isLatest": true,
"updatedAt": "2026-08-14T15:33:49.902392Z",
"publishedAt": "2026-08-14T15:33:49.902392Z",
"statusChangedAt": "2026-08-14T15:33:49.902392Z"
}
},
"server": {
"name": "io.github.veronchenko/inkwell-memory",
"title": "Inkwell",
"$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
"version": "0.14.0",
"packages": [
{
"transport": {
"type": "stdio"
},
"identifier": "docker.io/foreigndmitryi/inkwell-memory:0.14.0",
"registryType": "oci",
"runtimeArguments": [
{
"name": "-v",
"type": "named",
"value": "{knowledge_path}:/knowledge",
"format": "filepath",
"variables": {
"knowledge_path": {
"format": "filepath",
"default": "~/.inkwell/knowledge",
"isRequired": true,
"description": "Absolute path on the host where entries and the search index are stored"
}
},
"isRequired": true,
"description": "Host folder holding the knowledge base, mounted at /knowledge in the container"
}
],
"environmentVariables": [
{
"name": "INKWELL_DATA_PATH",
"format": "filepath",
"default": "/knowledge",
"description": "Knowledge base root inside the container; matches the volume mount target"
},
{
"name": "INKWELL_ENABLE_DASHBOARD",
"format": "string",
"default": "1",
"description": "Set to 0 to skip the web dashboard process and run the MCP server only"
}
]
}
],
"repository": {
"url": "https://github.com/veronchenko/inkwell-memory",
"source": "github"
},
"websiteUrl": "https://veronchenko.github.io/inkwell-memory/",
"description": "Persistent memory for AI agents: Markdown entries, hybrid search, typed graph links"
}
}