Honcho

Founded by Vince Trost in 2023

Store and retrieve personalized memory for AI agents across conversations

Cost

Paid

Rating

★ People love it

Time to value

Quick Setup (< 1 hour)

You can use Honcho to add persistent, reasoning-based memory to AI agents and chatbots. It continuously learns from every message, builds user context, and returns curated summaries and conversation history with a single API call. It supports token budgets, background reasoning (called Dreaming), multi-entity memory (users, agents, groups), and works with OpenAI, Anthropic, and custom models. Pricing scales from free memory ingestion to research-grade reasoning queries.

What Honcho does

Store and index conversation messages automaticallyRetrieve curated user context with a single API callSet token budgets to control how much context is returnedRun background reasoning to deepen user understanding asynchronouslyQuery specific user facts with on-demand reasoning at different cost tiersModel relationships between users, agents, and groups using peer scopingIntegrate persistent memory into Claude, OpenAI, or custom model agentsGenerate behavioral profiles and sentiment trend analysis from conversation historyAutomatically reasons over every incoming message to build user context without manual taggingReturns curated memory and conversation history in ~200ms with a single context() callBackground Dreaming feature runs async reasoning to deepen understanding without slowing runtimeSupports multi-entity memory: users, agents, NPCs, groups, and their relationshipsToken budgeting lets you set limits and Honcho optimizes what context gets returnedState-of-the-art benchmark scores on LoCoMo, LongMem, and BEAM evaluationsOn-demand reasoning tiers from instant $0.001 lookups to $0.50 research-grade analysisModel-agnostic: works with OpenAI, Anthropic, and custom models

Pricing breakdown

PlanPrice10 seats / yr

Memory Ingestion$2.00 / mo$240

Reasoning - Low$0.01 / mo$1.2

Reasoning - Medium$0.05 / mo$6

Reasoning - High$0.10 / mo$12

Reasoning - Max$0.50 / mo$60

Annual estimates assume continuous billing at the listed list price. Volume discounts typical above 50 seats.

Frequently asked

MCP

Want a tailored answer?

See whether Honcho fits your stack.

Techbible weighs Honcho against what you already pay for, your team shape, and the work that's actually happening. Free to start.

More in AI Orchestration and MLOps

All tools →

A visual AI playground

Tersa is an open source canvas for building AI workflows. Drag, drop connect and run nodes to build your own workflows powered by various industry-leading AI models.

AI Reliability for Production LLMs

Latitude is the reliability layer for AI products: detect failures, measure performance, and automatically improve model quality

AIMLAPI

AI API service providing easy access to over 200 AI models.

AMESA

Build and deploy AI agents to automate complex industrial processes.

Adaption

Build adaptive AI that learns continuously from your data

Agenta

Agenta is an open-source platform for building robust LLM Application. It provides tools for prompt engineering, evaluation, debugging, and monitoring of complex LLM Apps.

Agentic Fabriq

A security and identity layer that manages permissions, authentication, and governance for AI agents acting across enterprise tools.

Archestra

Enterprise MCP platform with security guardrails, compliance controls, and a curated catalog of 900+ evaluated Model Context Protocol servers for AI agents.