Honcho for AI agents

Agents read Honcho at once. Changes and sends are held for a person's approval by default.

About Honcho

Honcho provides memory, context, and theory-of-mind infrastructure for building stateful AI agents.

What an agent can do in Honcho

Every Honcho action is classed by the platform as a read, a change or a send. Reads run at once. Changes and sends are held for a person by default.

Runs at once (reads)

Looks things up in Honcho without asking first. 10 actions.

  • Chat With PeerRun usage-bearing agentic search and reasoning over a peer's learned representation to answer a question. Higher reasoning levels generally cost more and take longer. Returns one non-streaming JSON re
  • Get MessageReturn one message by its exact ID within a session.
  • Get Peer RepresentationReturn a curated subset of conclusions representing a peer. Supplying search_query performs semantic retrieval and may consume paid search capacity; omit it for the existing default representation.
  • List ConclusionsReturn one page of stored conclusions in a workspace; use Search Conclusions for semantic retrieval.
  • List MessagesReturn one page of messages in a session; use Get Message for exact-ID retrieval.
  • List PeersReturn one page of peers in a workspace.
  • List SessionsReturn one page of sessions in a workspace.
  • List WorkspacesReturn one page of Honcho workspaces visible to the connected admin key.
  • Search ConclusionsSemantically search stored conclusions in a workspace. This operation may consume paid search or embedding capacity; use List Conclusions to browse stored conclusions without semantic retrieval.
  • Search MessagesSemantically search messages at workspace, peer, or session scope. WARNING: this operation may consume paid search or embedding capacity; use list or get message tools for exact or chronological retri

Held for approval by default (changes and sends)

Held for a person's approval by default. The approval is recorded and the action is sent once, never twice, with 10 seconds to undo. 6 actions.

  • Create ConclusionsStore a batch of 1-100 explicit conclusions about peers, optionally tied to sessions.
  • Create MessagesAdd a batch of 1-100 attributed messages to a Honcho session. Message-level reasoning settings can trigger usage-bearing processing.
  • Delete SessionPermanently delete one known session and its session-scoped data. Honcho marks the session inactive immediately and completes deletion asynchronously.
  • Get or Create PeerReturn a peer by ID within a workspace, creating it with the supplied metadata and configuration when absent. Existing peers are returned unchanged.
  • Get or Create SessionReturn a session by ID, or create it with initial peers, metadata, and configuration when absent. Creation may create missing peers and start usage-bearing processing when reasoning features are enabl
  • Get or Create WorkspaceReturn a workspace by ID, or create it with metadata and configuration when absent. Enabling reasoning features during creation may start usage-bearing background processing.

Changes wait in Needs you

Changes and sends in Honcho are held for a person's approval by default. The approval is recorded, and the action is sent once, never twice, with 10 seconds to undo.

How approvals work

Honcho questions

Can an agent change data in Honcho on its own?

Not by default. Changes and sends in Honcho are held for a person's approval. The approval is recorded, and the action is sent once, never twice, with 10 seconds to undo.

What can an agent read in Honcho?

This connector lists 10 read actions. Reads run at once, without waiting for approval.

How does Honcho connect?

It connects with API key. Connectors are built and maintained by third-party developers; availability is confirmed during scoping.

Bring Honcho to your agents.