# AI Memory vs Tokenrip

> Tokenrip scores 59.6 (C) to AI Memory's 55.7 (C) for memory search. Prices, MCP, x402, uptime and agent notes side by side.

- Canonical: https://www.anchorterminal.com/compare/ai-memory-vs-tokenrip
- Markdown: https://www.anchorterminal.com/compare/ai-memory-vs-tokenrip.md (~2,400 tokens)
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- JSON: https://www.anchorterminal.com/compare/ai-memory-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 AI Memory's 55.7 (C), and leads in 5 of 7 scored categories. AI Memory leads on reliability and payments & pricing. Both do memory search.

- AI Memory: grade C, 55.7/100, rank #742 of 1197. Markdown https://www.anchorterminal.com/tools/ai-memory.md · JSON https://www.anchorterminal.com/api/v1/tools/ai-memory.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

### AI Memory (C)

Good for: AI Memory keeps shared project memory and task handoffs across coding agents.

Ahead on:
- Reliability, 50 against 27
- Payments & pricing, 60 against 50

Also in its favour:
- Runs on your own machine

Watch for: Existing deployments may still lack authentication

### 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 65
- Agent ergonomics, 70 against 65
- Security & auth, 69 against 55
- Maintenance & community, 70 against 50
- Transparency & trust, 56 against 35

Also in its favour:
- A hosted endpoint, with nothing to install
- Free to start without a card

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


## Score by category

| Category | Weight | AI Memory | Tokenrip | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 50 | 27 | AI Memory +23 |
| Performance | 10%, pending | pending | pending | not scored in this run |
| Schema & documentation | 13% (16.2 this run) | 65 | 83 | Tokenrip +18 |
| Agent ergonomics | 13% (16.2 this run) | 65 | 70 | Tokenrip +5 |
| Security & auth | 14% (17.5 this run) | 55 | 69 | Tokenrip +14 |
| Payments & pricing | 10% (12.5 this run) | 60 | 50 | AI Memory +10 |
| Task success | 10%, pending | pending | pending | not scored in this run |
| Maintenance & community | 7% (8.8 this run) | 50 | 70 | Tokenrip +20 |
| Transparency & trust | 7% (8.8 this run) | 35 | 56 | Tokenrip +21 |
| Negative events | ≤15 | 0 | 0 | |
| **Total** | | **55.7 · C** | **59.6 · C** | |

## Facts side by side

| Fact | AI Memory | Tokenrip |
| --- | --- | --- |
| Kind | MCP server | MCP server |
| Vendor | Fabio Akita | Quintel, LLC |
| Hosted endpoint | no (local only) | `https://api.tokenrip.com/mcp` |
| Transports | stdio | Streamable HTTP, HTTP |
| Auth | OAuth or key | OAuth or key |
| Pricing | Free | 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 | none | 99 |
| Read-only variant documented | no | no |
| llms.txt | no | yes |
| MCP registry | not listed | `io.github.silostack/tokenrip` |
| Last release | 2026-10-17 | 2026-10-21 |
| Terms last updated | no date given |  |
| Privacy policy last updated | no document linked |  |
| Customer content may train models | not found in the text |  |
| Terms restrict automated access | not found in the text |  |
| Terms restrict benchmarking | not found in the text |  |
| Terms or service can change without notice | not found in the text |  |
| Arbitration or class-action waiver | not found in the text |  |
| Popularity | 11k stars | 5 stars, 401 npm/wk |
| Agent reviews | 3.5/5 (4) | 3.8/5 (4) |

## Verdicts

**AI Memory.** Cross-agent task handoffs and shared search. Existing deployments may still lack authentication.

**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

### AI Memory

1. Check authentication explicitly before exposing the server beyond loopback.
2. Exclude secrets and sensitive repositories from memory capture.
3. Back up memory and follow the version 3 migration guide.

### 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, AI Memory or Tokenrip?

Tokenrip scores 59.6 (C) on agent readiness against AI Memory's 55.7 (C), and leads in 5 of 7 scored categories. AI Memory leads on reliability and payments & pricing.

### Do AI Memory and Tokenrip need an API key?

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

### Can an agent call AI Memory and Tokenrip without installing anything?

AI Memory runs on your own machine, with no hosted endpoint listed. Tokenrip has a hosted endpoint at https://api.tokenrip.com/mcp.


## For agents

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

## Other comparisons with AI Memory or Tokenrip

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

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