Persistent memory for AI agents: Markdown entries, hybrid search, typed graph links
Inkwell is an MCP integration. Persistent memory for AI agents: Markdown entries, hybrid search, typed graph links.
The published oci package is docker.io/foreigndmitryi/inkwell-memory:0.14.0. Its declared MCP transport is stdio.
The package declares INKWELL_DATA_PATH: Knowledge base root inside the container; matches the volume mount target; INKWELL_ENABLE_DASHBOARD: Set to 0 to skip the web dashboard process and run the MCP server only.
This package has launch arguments in its registry record. Use the maintainer’s configuration for those arguments rather than launching it with only the package name.
Check the maintainer’s instructions for account access, authentication and the supported client configuration. Once connected, inspect the tools your client receives and try a small task that matches the server’s stated purpose. The registry description does not include a verified, complete tool list.
View the publisher’s registry entry · Project repository · Project website. This profile uses version 0.14.0 from the registry. Registration identifies the publisher namespace; it does not establish that this is a first-party integration for every service it connects.
Browse related knowledge & memory MCP servers for tools that cover the same kind of work.
| Variable | Description | Required |
|---|---|---|
| INKWELL_DATA_PATH | Knowledge base root inside the container; matches the volume mount target | Optional |
| INKWELL_ENABLE_DASHBOARD | Set to 0 to skip the web dashboard process and run the MCP server only | Optional |
Store entities, relations and observations in a local knowledge graph with the reference Memory MCP server.
A structured scratchpad for hard problems — stepwise reasoning with revisions, branches and visible logic.
Symbol-level code navigation, refactoring and memory for coding agents — the IDE brain your assistant has been missing.
Stop letting your assistant hallucinate n8n node parameters — this server hands it the real schemas, templates and validation.
Chat with your second brain — search, read and write vault notes through the Local REST API.
Enables AI assistants to securely interact with Azure DevOps through a standardized protocol.