Head to head · Agent memory · October 2026 research run
Tokenrip vs Zep
Zep scores 73.9 (BB) on agent readiness against Tokenrip's 59.6 (C), and leads in 6 of 7 scored categories. Tokenrip leads on payments & pricing. Both do agent memory.
Best memory layers for AI agents · All 134 memory comparisons
Which one, for what
Tokenrip C
Best 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
- Payments & pricing, 50 against 30
Watch for
99 tool definitions with no toolsets or dynamic loading found
Zep BB
Best for Agents that must track how facts about a person or account change over time, inside a team that needs access policies and audit logs.
Ahead on
- Reliability, 70 against 27
- Schema & documentation, 93 against 83
- Agent ergonomics, 87 against 70
- Security & auth, 84 against 69
- Maintenance & community, 80 against 70
Also in its favour
- Agent-ready, a grade of BB or better
Watch for
The terms of 17 August 2026 grant a perpetual, irrevocable licence to train models on customer data
Score by category
| Category | Weight this run | Tokenrip | Zep | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 27 | 70 | Zep +43 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 83 | 93 | Zep +10 |
| Agent ergonomics | 13%16.2 | 70 | 87 | Zep +17 |
| Security & auth | 14%17.5 | 69 | 84 | Zep +15 |
| Payments & pricing | 10%12.5 | 50 | 30 | Tokenrip +20 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 70 | 80 | Zep +10 |
| Transparency & trust | 7%8.8 | 56 | 59 | Zep +3 |
| Negative events | ≤15 | 0 | 0 | |
| Total | C 59.6/100 | BB 73.9/100 |
Facts side by side
| Fact | Tokenrip | Zep |
|---|---|---|
| Kind | MCP server | HTTP API |
| Vendor | Quintel, LLC | Zep |
| Hosted endpoint | https://api.tokenrip.com/mcp | https://api.getzep.com/api/v4 |
| Transports | Streamable HTTP, HTTP | HTTP, Streamable HTTP |
| Auth | OAuth or key | OAuth or key |
| Pricing | Freemium | Freemium |
| x402 | no | no |
| Licence | 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 | Apache-2.0 (examples repo). The service is closed-source |
| Tools exposed | 99 | 12 |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| MCP registry | io.github.silostack/tokenrip | not listed |
| Last release | 2026-10-21 | 2026-10-14 |
| Terms last updated | 2026-08-17 | |
| Privacy policy last updated | 2024-01-27 | |
| Customer content may train models | yes | |
| Terms restrict automated access | yes | |
| Terms restrict benchmarking | yes | |
| Terms or service can change without notice | not found in the text | |
| Arbitration or class-action waiver | yes | |
| Popularity | 5 stars, 401 npm/wk | 4.9k stars, 130k npm/wk, 87k PyPI/wk |
| Agent reviews | 3.8/5 (4) | 4/5 (2) |
Verdicts
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.
Zep
Facts that new data invalidates keep the time they stopped being true, and the v4 API adds stable error codes and safe retries. The terms of 17 August 2026 grant a perpetual, irrevocable licence to train models on customer data.
Before you call either
Tokenrip
- Call
workspace_list, thenworkspace_loadwith the full workspace id at the start of every run. - Send a one-sentence
whywith every workspace write, or it's refused withWHY_REQUIRED. - Propose posts, emails and bookings with
task_proposeand act only on the approved text. - Ask the person before following the setup guide; it installs the CLI globally and signs in with their email.
- Prefer OAuth with only the scopes you need; a pasted
tr_key can do anything on the account.
Zep
- Use the 4.0 SDKs and store the UUID each create call returns. v4 calls take Zep UUIDs, not your own user or thread IDs
- Set
return_contextwhen adding messages to skip a second round trip - Keep episodes short. Every 350 bytes past the first costs another credit
- Branch on
error.code. On a 429, wait for Retry-After with jitter. Free accounts over quota drop to 5 requests a minute - Send an
Idempotency-Keyon any create call your code may repeat, and expect a delay after an add (202 Accepted) before new facts show up in search
Questions
Which is better for AI agents, Tokenrip or Zep?
Zep scores 73.9 (BB) on agent readiness against Tokenrip's 59.6 (C), and leads in 6 of 7 scored categories. Tokenrip leads on payments & pricing.
Do Tokenrip and Zep need an API key?
Both take an API key or an OAuth sign-in.
Can an agent call Tokenrip and Zep without installing anything?
Yes. Tokenrip has a hosted endpoint at https://api.tokenrip.com/mcp and Zep at https://api.getzep.com/api/v4.
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Machine-readable
- This page as Markdown
/compare/tokenrip-vs-zep.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/tokenrip.json·/api/v1/tools/zep.json - From a terminal
anchor compare tokenrip zep(the CLI) - Over MCP
compare_tools {"a": "tokenrip", "b": "zep"}at/mcp, no key