Persistent memory for AI agents: Markdown entries, hybrid search, typed graph links
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io.github.veronchenko/inkwell-memory is an MCP server that persistent memory for AI agents: Markdown entries, hybrid search, typed graph links. Its tool list has not been published yet over stdio, sse and http, requires no API key, and scores 40/100 on MCPpedia's security, maintenance and efficiency rubric.
Config is the same across clients — only the file and path differ.
{
"mcpServers": {
"inkwell": {
"url": "https://your-host/mcp",
"type": "http",
"headers": {
"Authorization": "Bearer <TEAM_API_KEY>"
}
}
}
}Are you the author?
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Inkwell is a self-hosted Model Context Protocol server that gives AI agents persistent memory across sessions and projects. Three things set it apart from the other memory servers: plain Markdown files are the source of truth (the index is a throwaway cache you can delete and rebuild), entries are connected by a typed kb:// graph rather than dumped into a flat pile, and updates are bi-temporal — superseding a fact keeps the old version readable instead of overwriting it.
No automated test available for this server. Check the GitHub README for setup instructions.
Five weighted categories — click any category to see the underlying evidence.
No known CVEs.
No package registry to scan.
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