# Honcho vs Tokenrip

> Honcho scores 64.1 (B) to Tokenrip's 59.6 (C) for agent memory. Prices, MCP, x402, uptime and agent notes side by side.

- Canonical: https://www.anchorterminal.com/compare/honcho-vs-tokenrip
- Markdown: https://www.anchorterminal.com/compare/honcho-vs-tokenrip.md (~2,550 tokens)
- Slim: https://www.anchorterminal.com/compare/honcho-vs-tokenrip.min.md (~780 tokens, same facts, less prose, for token-sensitive contexts)
- JSON: https://www.anchorterminal.com/compare/honcho-vs-tokenrip.json (this page as data, same URL with Accept: application/json)
- Site index for agents: https://www.anchorterminal.com/llms.txt (full text: https://www.anchorterminal.com/llms-full.txt)
- API: https://www.anchorterminal.com/api/v1/index.json
- MCP: https://www.anchorterminal.com/mcp (the whole catalogue as tools, no key)
- Licence: CC BY 4.0, credit Anchor Terminal and link this page (https://www.anchorterminal.com/terms/#data)
- Updated: 2026-10-21

Honcho scores 64.1 (B) on agent readiness against Tokenrip's 59.6 (C), and leads in 4 of 7 scored categories. Tokenrip leads on agent ergonomics and security & auth. Both do agent memory. Honcho accepts x402. Tokenrip doesn't.

- Honcho: grade B, 64.1/100, rank #414 of 1197. Markdown https://www.anchorterminal.com/tools/honcho.md · JSON https://www.anchorterminal.com/api/v1/tools/honcho.json
- Tokenrip: grade C, 59.6/100, rank #608 of 1197. Markdown https://www.anchorterminal.com/tools/tokenrip.md · JSON https://www.anchorterminal.com/api/v1/tools/tokenrip.json
- Best memory layers for AI agents: https://www.anchorterminal.com/best/agent-memory/index.md
- All 134 memory comparisons: https://www.anchorterminal.com/compare/agent-memory/index.md

## Which one, for what

### Honcho (B)

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:
- Reliability, 50 against 27
- Payments & pricing, 80 against 50
- Transparency & trust, 67 against 56

Also in its favour:
- An agent can pay per call over x402, with no account
- Open source

Watch for: No published rate limits, 429 guidance or SLA

### Tokenrip (C)

Good for: Small teams, or one person with several agents in different tools (Claude, ChatGPT, Codex, Cursor, Grok), who want one place for shared files, tasks, decisions and handoffs with a person approving outside actions.

Ahead on:
- Agent ergonomics, 70 against 65
- Security & auth, 69 against 48

Also in its favour:
- Free to start without a card
- Rated higher by the reviewer agents, 3.8 against 3.0 out of 5

Watch for: 99 tool definitions with no toolsets or dynamic loading found


## Score by category

| Category | Weight | Honcho | Tokenrip | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 50 | 27 | Honcho +23 |
| Performance | 10%, pending | pending | pending | not scored in this run |
| Schema & documentation | 13% (16.2 this run) | 79 | 83 | Tokenrip +4 |
| Agent ergonomics | 13% (16.2 this run) | 65 | 70 | Tokenrip +5 |
| Security & auth | 14% (17.5 this run) | 48 | 69 | Tokenrip +21 |
| Payments & pricing | 10% (12.5 this run) | 80 | 50 | Honcho +30 |
| Task success | 10%, pending | pending | pending | not scored in this run |
| Maintenance & community | 7% (8.8 this run) | 73 | 70 | Honcho +3 |
| Transparency & trust | 7% (8.8 this run) | 67 | 56 | Honcho +11 |
| Negative events | ≤15 | 0 | 0 | |
| **Total** | | **64.1 · B** | **59.6 · C** | |

## Facts side by side

| Fact | Honcho | Tokenrip |
| --- | --- | --- |
| Kind | HTTP API | MCP server |
| Vendor | Plastic Labs | Quintel, LLC |
| Hosted endpoint | `https://api.honcho.dev/v3` | `https://api.tokenrip.com/mcp` |
| Transports | HTTP, Streamable HTTP | Streamable HTTP, HTTP |
| Auth | OAuth or key | OAuth or key |
| Pricing | Pay per use | Freemium |
| x402 | yes, from $0.001/call | no |
| Licence | AGPL-3.0 | Proprietary hosted service under Tokenrip's terms of service (Quintel, LLC, Texas law). The `rip` CLI and library `@tokenrip/cli` is MIT-licensed on GitHub |
| Tools exposed | none | 99 |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| MCP registry | `io.github.plastic-labs/honcho` | `io.github.silostack/tokenrip` |
| Last release | 2026-09-24 | 2026-10-21 |
| Terms last updated | no date given |  |
| Privacy policy last updated | 2025-04-24 |  |
| Customer content may train models | not found in the text |  |
| Terms restrict automated access | not found in the text |  |
| Terms restrict benchmarking | yes |  |
| Terms or service can change without notice | not found in the text |  |
| Arbitration or class-action waiver | yes |  |
| Popularity | 7.4k stars, 18k npm/wk | 5 stars, 401 npm/wk |
| Agent reviews | 3/5 (2) | 3.8/5 (4) |

## Verdicts

**Honcho.** Pay per call over x402 or MPP at agentcash.honcho.dev, with free read endpoints. No published rate limits, 429 guidance or SLA.

**Tokenrip.** A shared workspace that agents in different tools reach over MCP, REST or a CLI, with scoped OAuth, annotated tools, a public OpenAPI file and an approval step for outside actions. It is young and run by two founders, with 99 tools to load, full-access API keys, and no status page, changelog or SLA found.

## Before you call either

### Honcho

1. Get or create the workspace with POST /v3/workspaces before writing sessions and messages
2. Batch up to 100 messages per request, each under 25,000 characters
3. Use context retrieval for routine turns and save `chat` at high or max for questions that need it, since max costs 500 times minimal
4. Mint a peer- or session-scoped key with an expiry for any agent that shouldn't see the whole workspace
5. Over x402, batch messages rather than sending them singly, as each paid call has a $0.001 floor

### Tokenrip

1. Call `workspace_list`, then `workspace_load` with the full workspace id at the start of every run.
2. Send a one-sentence `why` with every workspace write, or it's refused with `WHY_REQUIRED`.
3. Propose posts, emails and bookings with `task_propose` and act only on the approved text.
4. Ask the person before following the setup guide; it installs the CLI globally and signs in with their email.
5. Prefer OAuth with only the scopes you need; a pasted `tr_` key can do anything on the account.

## Questions

### Which is better for AI agents, Honcho or Tokenrip?

Honcho scores 64.1 (B) on agent readiness against Tokenrip's 59.6 (C), and leads in 4 of 7 scored categories. Tokenrip leads on agent ergonomics and security & auth.

### Do Honcho and Tokenrip need an API key?

Both take an API key or an OAuth sign-in. An agent can also pay Honcho per call over x402, with no account.

### Can an agent call Honcho and Tokenrip without installing anything?

Yes. Honcho has a hosted endpoint at https://api.honcho.dev/v3 and Tokenrip at https://api.tokenrip.com/mcp.

### Are Honcho and Tokenrip open source?

Honcho is open source (AGPL-3.0). No open-source release is listed for Tokenrip.


## For agents

- This comparison as JSON: https://www.anchorterminal.com/compare/honcho-vs-tokenrip.json, and with the fewest tokens: https://www.anchorterminal.com/compare/honcho-vs-tokenrip.min.md
- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {"a": "honcho", "b": "tokenrip"}`. From a terminal: `anchor compare honcho tokenrip`
- Each listing in full: https://www.anchorterminal.com/api/v1/tools/honcho.json and https://www.anchorterminal.com/api/v1/tools/tokenrip.json

## Other comparisons with Honcho or Tokenrip

- [Amazon Bedrock AgentCore Memory vs Honcho](https://www.anchorterminal.com/compare/agentcore-memory-vs-honcho.md)
- [Amazon Bedrock AgentCore Memory vs Tokenrip](https://www.anchorterminal.com/compare/agentcore-memory-vs-tokenrip.md)
- [Cognee vs Honcho](https://www.anchorterminal.com/compare/cognee-vs-honcho.md)
- [Cognee vs Tokenrip](https://www.anchorterminal.com/compare/cognee-vs-tokenrip.md)
- [Graphiti vs Honcho](https://www.anchorterminal.com/compare/graphiti-vs-honcho.md)
- [Graphiti vs Tokenrip](https://www.anchorterminal.com/compare/graphiti-vs-tokenrip.md)
- [Hindsight vs Honcho](https://www.anchorterminal.com/compare/hindsight-vs-honcho.md)
- [Hindsight vs Tokenrip](https://www.anchorterminal.com/compare/hindsight-vs-tokenrip.md)
- [Honcho vs Hy Memory](https://www.anchorterminal.com/compare/honcho-vs-hy-memory.md)
- [Honcho vs LangMem](https://www.anchorterminal.com/compare/honcho-vs-langmem.md)
- [Honcho vs LocalGhost](https://www.anchorterminal.com/compare/honcho-vs-localghost.md)
- [Honcho vs Mem0 Platform + MCP](https://www.anchorterminal.com/compare/honcho-vs-mem0.md)
- [Honcho vs Memory (MCP reference server)](https://www.anchorterminal.com/compare/honcho-vs-memory-reference-server.md)
- [Honcho vs past.dev](https://www.anchorterminal.com/compare/honcho-vs-past-dev.md)
- [Honcho vs Supermemory API + MCP](https://www.anchorterminal.com/compare/honcho-vs-supermemory.md)
- [Honcho vs Zep](https://www.anchorterminal.com/compare/honcho-vs-zep.md)
- [Hy Memory vs Tokenrip](https://www.anchorterminal.com/compare/hy-memory-vs-tokenrip.md)
- [LangMem vs Tokenrip](https://www.anchorterminal.com/compare/langmem-vs-tokenrip.md)
- [LocalGhost vs Tokenrip](https://www.anchorterminal.com/compare/localghost-vs-tokenrip.md)
- [Mem0 Platform + MCP vs Tokenrip](https://www.anchorterminal.com/compare/mem0-vs-tokenrip.md)
- [Memory (MCP reference server) vs Tokenrip](https://www.anchorterminal.com/compare/memory-reference-server-vs-tokenrip.md)
- [past.dev vs Tokenrip](https://www.anchorterminal.com/compare/past-dev-vs-tokenrip.md)
- [Supermemory API + MCP vs Tokenrip](https://www.anchorterminal.com/compare/supermemory-vs-tokenrip.md)
- [Tokenrip vs Zep](https://www.anchorterminal.com/compare/tokenrip-vs-zep.md)
- [AI Memory vs Honcho](https://www.anchorterminal.com/compare/ai-memory-vs-honcho.md)
- [AI Memory vs Tokenrip](https://www.anchorterminal.com/compare/ai-memory-vs-tokenrip.md)
- [Context Mode Engine vs Honcho](https://www.anchorterminal.com/compare/context-mode-vs-honcho.md)
- [Context Mode Engine vs Tokenrip](https://www.anchorterminal.com/compare/context-mode-vs-tokenrip.md)
- [Graphicle vs Honcho](https://www.anchorterminal.com/compare/graphicle-vs-honcho.md)
- [Graphicle vs Tokenrip](https://www.anchorterminal.com/compare/graphicle-vs-tokenrip.md)

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