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Agents tracked: 258 Downloads (7d): 219M up 6.1% GitHub stars: 5.5M VS Code installs: 148M Releases (7d): 327 Agent status: 1 with issues Updated Oct 7, 2026

Honcho MCP server

Memory that reasons: continual learning for stateful agents. Better context, fewer tokens.

Memory and agent tools ★ 7,502 GitHub starsv3.0.0Remote endpointUpdated Aug 12, 2026

Install

Remote (Claude Code)claude mcp add --transport http honcho https://mcp.honcho.dev

From the server's registry entry. Many servers also need an API key or other settings: check the repository's README before you run it.

About this server

Registry nameio.github.plastic-labs/honcho
Repositorygithub.com/plastic-labs/honcho
In the registry sinceAug 12, 2026
GitHub stars7,502

Listed from the official MCP Registry. We have not reviewed or tested this server; a local server runs code on your machine, so read the repository first.

Use it with

AI agents whose docs say they support MCP.

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