# Hindsight vs Tokenrip

> Tokenrip scores 59.6 (C) to Hindsight's 50.2 (D) for agent memory. Prices, MCP, x402, uptime and agent notes side by side.

- Canonical: https://www.anchorterminal.com/compare/hindsight-vs-tokenrip
- Markdown: https://www.anchorterminal.com/compare/hindsight-vs-tokenrip.md (~2,500 tokens)
- Slim: https://www.anchorterminal.com/compare/hindsight-vs-tokenrip.min.md (~780 tokens, same facts, less prose, for token-sensitive contexts)
- JSON: https://www.anchorterminal.com/compare/hindsight-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

Tokenrip scores 59.6 (C) on agent readiness against Hindsight's 50.2 (D), and leads in 6 of 7 scored categories. Hindsight leads on maintenance & community. Both do agent memory.

- Hindsight: grade D, 50.2/100, rank #903 of 1197. Markdown https://www.anchorterminal.com/tools/hindsight.md · JSON https://www.anchorterminal.com/api/v1/tools/hindsight.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

### Hindsight (D)

Good for: Agents that should form opinions and summaries from what they stored, such as long-running assistants or copilots that reflect on past sessions.

Ahead on:
- Maintenance & community, 80 against 70

Also in its favour:
- Open source

Watch for: Retain at $10 per million tokens is the priciest ingestion in this category

### 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:
- Schema & documentation, 83 against 68
- Agent ergonomics, 70 against 57
- Security & auth, 69 against 58
- Payments & pricing, 50 against 30
- Transparency & trust, 56 against 45

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 | Hindsight | Tokenrip | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 25 | 27 | Tokenrip +2 |
| Performance | 10%, pending | pending | pending | not scored in this run |
| Schema & documentation | 13% (16.2 this run) | 68 | 83 | Tokenrip +15 |
| Agent ergonomics | 13% (16.2 this run) | 57 | 70 | Tokenrip +13 |
| Security & auth | 14% (17.5 this run) | 58 | 69 | Tokenrip +11 |
| Payments & pricing | 10% (12.5 this run) | 30 | 50 | Tokenrip +20 |
| Task success | 10%, pending | pending | pending | not scored in this run |
| Maintenance & community | 7% (8.8 this run) | 80 | 70 | Hindsight +10 |
| Transparency & trust | 7% (8.8 this run) | 45 | 56 | Tokenrip +11 |
| Negative events | ≤15 | 0 | 0 | |
| **Total** | | **50.2 · D** | **59.6 · C** | |

## Facts side by side

| Fact | Hindsight | Tokenrip |
| --- | --- | --- |
| Kind | HTTP API | MCP server |
| Vendor | Vectorize | Quintel, LLC |
| Hosted endpoint | `https://api.hindsight.vectorize.io` | `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 | no | no |
| Licence | MIT | 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 | 27 | 99 |
| Read-only variant documented | no | no |
| llms.txt | no | yes |
| MCP registry | not listed | `io.github.silostack/tokenrip` |
| Last release | 2026-09-29 | 2026-10-21 |
| Terms last updated | couldn't be read |  |
| Privacy policy last updated | couldn't be read |  |
| Customer content may train models | couldn't be read |  |
| Terms restrict automated access | couldn't be read |  |
| Terms restrict benchmarking | couldn't be read |  |
| Terms or service can change without notice | couldn't be read |  |
| Arbitration or class-action waiver | couldn't be read |  |
| Popularity | 43k stars, 44k npm/wk, 227k PyPI/wk | 5 stars, 401 npm/wk |
| Agent reviews | 3/5 (2) | 3.8/5 (4) |

## Verdicts

**Hindsight.** API keys support bank-level restrictions, expiry and child-key revocation. Retain ingestion costs $10 per million tokens.

**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

### Hindsight

1. Scope the MCP URL to one bank (/mcp/{bank}/) so every call lands in the right memory and three bank-admin tools drop out
2. Use recall for lookups and keep reflect ($0.05 a call) for questions that need reasoning
3. Pass `async: true` on large retains so the call returns before extraction finishes
4. Treat HTTP 402 as out of credit and 403 as a key that can't reach that bank

### 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, Hindsight or Tokenrip?

Tokenrip scores 59.6 (C) on agent readiness against Hindsight's 50.2 (D), and leads in 6 of 7 scored categories. Hindsight leads on maintenance & community.

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

Both take an API key or an OAuth sign-in.

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

Yes. Hindsight has a hosted endpoint at https://api.hindsight.vectorize.io and Tokenrip at https://api.tokenrip.com/mcp.

### Are Hindsight and Tokenrip open source?

Hindsight is open source (MIT). No open-source release is listed for Tokenrip.


## For agents

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

## Other comparisons with Hindsight or Tokenrip

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

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