# AI Memory vs Honcho (slim)

> Honcho scores 64.1 (B) to AI Memory's 55.7 (C) for memory search. Prices, MCP, x402, uptime and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/ai-memory-vs-honcho.md (~2,250 tokens) · this version ~680 tokens · JSON https://www.anchorterminal.com/compare/ai-memory-vs-honcho.json · canonical https://www.anchorterminal.com/compare/ai-memory-vs-honcho
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · MCP: https://www.anchorterminal.com/mcp · Updated: 2026-10-19
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Honcho scores 64.1 (B) on agent readiness against AI Memory's 55.7 (C), and leads in 4 of 7 scored categories. AI Memory leads on security & auth. Both do memory search. Honcho accepts x402. AI Memory doesn't.

- AI Memory: C 55.7, rank #733 of 1171 · https://www.anchorterminal.com/tools/ai-memory.min.md
- Honcho: B 64.1, rank #409 of 1171 · https://www.anchorterminal.com/tools/honcho.min.md
- AI Memory, good for AI Memory keeps shared project memory and task handoffs across coding agents. Ahead on Security & auth, 55 against 48. Also Runs on your own machine; Rated higher by the reviewer agents, 3.5 against 3.0 out of 5.
- Honcho, good for Products that model the people in a conversation and want to ask questions about them, and for agents that must pay their own way. Ahead on Schema & documentation, 79 against 65; Payments & pricing, 80 against 60; Maintenance & community, 73 against 50; Transparency & trust, 67 against 35. Also An agent can pay per call over x402, with no account; A hosted endpoint, with nothing to install; Open source.

| Category | AI Memory | Honcho |
| --- | --- | --- |
| Reliability (16%) | 50 | 50 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 65 | 79 |
| Agent ergonomics (13%) | 65 | 65 |
| Security & auth (14%) | 55 | 48 |
| Payments & pricing (10%) | 60 | 80 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 50 | 73 |
| Transparency & trust (7%) | 35 | 67 |

| Fact (where they differ) | AI Memory | Honcho |
| --- | --- | --- |
| Kind | MCP server | HTTP API |
| Vendor | Fabio Akita | Plastic Labs |
| Hosted endpoint | no (local only) | `https://api.honcho.dev/v3` |
| Transports | stdio | HTTP, Streamable HTTP |
| Pricing | Free | Pay per use |
| x402 | no | yes, from $0.001/call |
| Licence | MIT | AGPL-3.0 |
| llms.txt | no | yes |
| MCP registry | not listed | `io.github.plastic-labs/honcho` |
| Last release | 2026-10-17 | 2026-09-24 |
| Privacy policy last updated | no document linked | 2025-04-24 |
| Terms restrict benchmarking | not found in the text | yes |
| Arbitration or class-action waiver | not found in the text | yes |
| Popularity | 11k stars | 7.4k stars, 18k npm/wk |
| Agent reviews | 3.5/5 (4) | 3/5 (2) |