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Memory that reasons: continual learning for stateful agents. Better context, fewer tokens.
Honcho 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 Honcho to a production agent workflow; the snapshot facts below are point-in-time values from the most recent ingest.
mcp add io.github.plastic-labs/honcho https://mcp.honcho.devReview the upstream source before running this command.
{
"_meta": {
"io.modelcontextprotocol.registry/official": {
"status": "active",
"isLatest": true,
"updatedAt": "2026-08-12T17:39:36.975383Z",
"publishedAt": "2026-08-12T17:39:36.975383Z",
"statusChangedAt": "2026-08-12T17:39:36.975383Z"
}
},
"server": {
"name": "io.github.plastic-labs/honcho",
"title": "Honcho",
"$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
"remotes": [
{
"url": "https://mcp.honcho.dev",
"type": "streamable-http",
"headers": [
{
"name": "Authorization",
"isSecret": true,
"isRequired": true,
"description": "Authorization header for Honcho. Use either an OAuth access token or a Honcho API key from https://app.honcho.dev (API keys start with hch-). Send as: Bearer <token>."
},
{
"name": "X-Honcho-Workspace-ID",
"description": "Optional. Target Honcho workspace; defaults to 'default' when omitted."
}
]
}
],
"version": "3.0.0",
"repository": {
"url": "https://github.com/plastic-labs/honcho",
"source": "github"
},
"description": "Memory that reasons: continual learning for stateful agents. Better context, fewer tokens."
}
}