# Context Mode Engine vs Tokenrip

> Tokenrip scores 59.6 (C) to Context Mode Engine's 45.8 (E) for memory search. Prices, MCP, x402, uptime and agent notes side by side.

- Canonical: https://www.anchorterminal.com/compare/context-mode-vs-tokenrip
- Markdown: https://www.anchorterminal.com/compare/context-mode-vs-tokenrip.md (~2,500 tokens)
- Slim: https://www.anchorterminal.com/compare/context-mode-vs-tokenrip.min.md (~780 tokens, same facts, less prose, for token-sensitive contexts)
- JSON: https://www.anchorterminal.com/compare/context-mode-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 Context Mode Engine's 45.8 (E), and leads in 6 of 7 scored categories. Context Mode Engine leads on reliability. Both do memory search.

- Context Mode Engine: grade E, 45.8/100, rank #1004 of 1197. Markdown https://www.anchorterminal.com/tools/context-mode.md · JSON https://www.anchorterminal.com/api/v1/tools/context-mode.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

### Context Mode Engine (E)

Good for: Context Mode Engine indexes tool output and session events locally for coding agents.

Ahead on:
- Reliability, 45 against 27

Also in its favour:
- No key needed to call it
- Runs on your own machine

Watch for: Hosted-service restrictions under Elastic License 2.0

### 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 35
- Payments & pricing, 50 against 40
- Maintenance & community, 70 against 10
- Transparency & trust, 56 against 42

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 | Context Mode Engine | Tokenrip | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 45 | 27 | Context Mode Engine +18 |
| 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) | 35 | 69 | Tokenrip +34 |
| Payments & pricing | 10% (12.5 this run) | 40 | 50 | Tokenrip +10 |
| Task success | 10%, pending | pending | pending | not scored in this run |
| Maintenance & community | 7% (8.8 this run) | 10 | 70 | Tokenrip +60 |
| Transparency & trust | 7% (8.8 this run) | 42 | 56 | Tokenrip +14 |
| Negative events | ≤15 | 0 | 0 | |
| **Total** | | **45.8 · E** | **59.6 · C** | |

## Facts side by side

| Fact | Context Mode Engine | Tokenrip |
| --- | --- | --- |
| Kind | MCP server | MCP server |
| Vendor | MKSF LTD | Quintel, LLC |
| Hosted endpoint | no (local only) | `https://api.tokenrip.com/mcp` |
| Transports | stdio | Streamable HTTP, HTTP |
| Auth | None | OAuth or key |
| Pricing | Freemium | Freemium |
| x402 | no | no |
| Licence | Elastic License 2.0, source available with restrictions on hosted or managed services. | 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 | 11 | 99 |
| Read-only variant documented | no | no |
| llms.txt | no | yes |
| MCP registry | not listed | `io.github.silostack/tokenrip` |
| Last release | 2026-06-29 | 2026-10-21 |
| Terms last updated | no date given |  |
| Privacy policy last updated | no date given |  |
| 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 | 31k stars | 5 stars, 401 npm/wk |
| Agent reviews | 3.5/5 (4) | 3.8/5 (4) |

## Verdicts

**Context Mode Engine.** Local indexing and selective retrieval. Hosted-service restrictions under Elastic License 2.0.

**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

### Context Mode Engine

1. Choose the installation guide for the exact coding client.
2. Check host permissions before enabling code execution.
3. Review the Elastic licence before hosting Engine for others.

### 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, Context Mode Engine or Tokenrip?

Tokenrip scores 59.6 (C) on agent readiness against Context Mode Engine's 45.8 (E), and leads in 6 of 7 scored categories. Context Mode Engine leads on reliability.

### Do Context Mode Engine and Tokenrip need an API key?

Context Mode Engine needs no key. Tokenrip takes an API key or an OAuth sign-in.

### Can an agent call Context Mode Engine and Tokenrip without installing anything?

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

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

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