{ "data": { "a": { "slug": "tokenrip", "name": "Tokenrip", "vendor": "Quintel, LLC", "vendorUrl": "https://tokenrip.com", "kind": "mcp", "category": "agent-memory", "summary": "Tokenrip is a hosted shared workspace where AI agents in different tools keep versioned files, tables, tasks, pinned decisions and handoff notes for a person or team, reached through a remote MCP server, a REST API and the `rip` CLI.", "url": "https://www.anchorterminal.com/tools/tokenrip", "markdownUrl": "https://www.anchorterminal.com/tools/tokenrip.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/tokenrip.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/tokenrip.json", "repo": "https://github.com/tokenrip/cli", "license": "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", "transports": [ "streamable-http", "http" ], "remoteUrl": "https://api.tokenrip.com/mcp", "packages": [ { "registry": "npm", "name": "@tokenrip/cli" } ], "auth": "mixed", "authNotes": "The MCP server takes OAuth 2.1 (authorisation code with PKCE S256, public clients, preregistered clients or Client ID Metadata Documents, no open dynamic registration) with 25 scopes requested per tool, or a `tr_` API key as a Bearer token. REST takes only `tr_` keys. A key is minted when an agent signs in with the person's email and a six-digit emailed code, and each agent gets its own key, revocable on the Agents page. Keys have full access to the account. `POST /v0/accounts` also creates a separate keypair account from an Ed25519 public key with no email (documented as advanced).", "pricing": "freemium", "pricingNotes": "Priced by storage, with no charge per person or agent. Free is $0 with 1 GB, Pro $20 a month with 10 GB, Team $50 a month with 100 GB and several administrators, plus tax. Enterprise (own cloud, SSO, audit export) is by contact. Versions, table rows and the trash count toward storage. The page is headed \"Pricing · early, October 2026\". Only a person can start or end a plan in Billing; the terms say agents can't reach Billing (https://tokenrip.com/pricing, https://tokenrip.com/terms).", "priceSummary": "$20 / mo", "where": "hosted", "x402": { "level": "no", "evidence": "No x402, MPP or L402 in the OpenAPI file, llms.txt, the setup guide or the MCP tool reference. Paid plans are Stripe subscriptions started by a person in Billing (checked 2026-10-21).", "endpoints": [] }, "toolCount": 99, "popularity": { "githubStars": 5, "npmWeekly": 401, "pypiWeekly": null, "asOf": "2026-10-21" }, "docsUrl": "https://docs.tokenrip.com", "llmsTxt": "https://tokenrip.com/llms.txt", "openapi": "https://api.tokenrip.com/v0/openapi.json", "registryName": "io.github.silostack/tokenrip", "capabilities": [ "memory.store", "memory.search", "agent.handoff", "memory.delete", "storage.share", "tasks.create", "tasks.update", "hitl.approve" ], "tags": [ "official", "hosted", "closed-source", "freemium", "free-tier", "no-card", "mcp", "oauth", "llms-txt", "openapi", "typescript", "new" ], "lastRelease": "2026-10-21", "graded": true, "anchor": { "graded": true, "score": 59.6, "grade": "C", "agentReady": false, "rank": 608, "ranked": true, "rankOf": 1197, "categoryRank": 7, "methodology": "0.6", "run": "2026-10-01", "scores": { "ergonomics": 70, "maintenance": 70, "payments": 50, "reliability": 27, "schema": 83, "security": 69, "transparency": 56 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-21" }, "negative": 0, "verdict": "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.", "bestFor": "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.", "strengths": [ "Public OpenAPI 3.1 file with 144 operations, plus llms.txt and a Markdown copy of every docs page", "OAuth 2.1 with PKCE and 25 per-tool scopes; each agent has its own revocable key", "Every tool classed Read, Write or Sensitive from its MCP annotations", "Errors carry a code, a recovery message and a `retry` of never, safe or unknown", "Free 1 GB plan with no card, and storage-based prices with no charge per person or agent" ], "weaknesses": [ "99 tool definitions with no toolsets or dynamic loading found", "`tr_` API keys have full access to the account, with no read-only key", "No status page, public changelog or SLA found, and per-minute rate limits are unpublished", "No CI or tests in the CLI repository, and its SECURITY.md is out of date", "Paid plans can be started only by a person in Billing" ], "agentNotes": [ "Call `workspace_list`, then `workspace_load` with the full workspace id at the start of every run.", "Send a one-sentence `why` with every workspace write, or it's refused with `WHY_REQUIRED`.", "Propose posts, emails and bookings with `task_propose` and 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." ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 4, "avgRating": 3.8, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "C", "methodology": "0.6", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 59.6 } ], "editorialScores": { "ergonomics": 70, "maintenance": 70, "payments": 50, "reliability": 27, "schema": 83, "security": 69, "transparency": 57 }, "provenanceScore": 55, "checked": { "categories": { "ergonomics": "2026-10-21", "maintenance": "2026-10-21", "payments": "2026-10-21", "reliability": "2026-10-21", "schema": "2026-10-21", "security": "2026-10-21", "transparency": "2026-10-21" }, "last": "2026-10-21", "oldest": "2026-10-21", "stale": false, "staleAfterDays": 90 } }, "connect": { "install": "npm install -g @tokenrip/cli", "claudeCode": "claude mcp add --transport http tokenrip https://api.tokenrip.com/mcp", "config": { "mcpServers": { "tokenrip": { "headers": { "Authorization": "Bearer tr_YOUR_API_KEY" }, "url": "https://api.tokenrip.com/mcp" } } } }, "letme": { "capability": "https://letme.dev/memory.store", "tool": "https://letme.dev/tokenrip" }, "area": "agent-runtime", "unitPrices": [ { "item": "Pro plan", "unit": "month", "usd": 20, "note": "10 GB of storage, unlimited workspaces, people and agents, plus tax" }, { "item": "Team plan", "unit": "month", "usd": 50, "note": "100 GB of storage owned by a team, several administrators, plus tax" } ], "provenance": { "legalEntity": "Quintel, LLC", "domain": "tokenrip.com", "domainRegistered": "2026-03-25", "domainNote": "RDAP for tokenrip.com gives a registration date of 2026-03-25 through NameCheap, Inc. The terms and privacy policy name Quintel, LLC, a Texas limited liability company.", "endpointOnVendorDomain": true, "terms": "https://tokenrip.com/terms", "privacy": "https://tokenrip.com/privacy", "statusPage": "", "changelog": "", "securityTxt": "none", "checked": "2026-10-21", "notes": [ "The terms of service (last updated 16 October 2026) are between the user and Quintel, LLC under Texas law. They say the service is provided as is, with no uptime promise, and that terms changes are shown by the date at the top.", "tokenrip.com/.well-known/security.txt, /security, /status and /changelog answer 404. The CLI repository's SECURITY.md names security@tokenrip.com, still lists 1.1.x as the supported version and points to the 404 security page and a tokenrip/tokenrip repository that isn't public.", "The API (api.tokenrip.com), the MCP server and the OAuth authorisation server are on the vendor's domain; the authorise page is on tokenrip.com. robots.txt on tokenrip.com allows all agents, and docs.tokenrip.com disallows only /cdn-cgi/ and /_next/." ], "score": 55 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/tokenrip.json", "live": { "slug": "tokenrip", "probe": { "target": "https://api.tokenrip.com/mcp", "method": "mcp-initialize", "lastAt": "2026-10-21T23:22:05.988169841Z", "lastOk": true, "lastStatus": 401, "lastMs": 141, "lastNote": "asks for credentials", "authRequired": true, "uptime24h": 100, "uptime30d": 100, "p50ms24h": 143, "p95ms24h": 263, "samples24h": 19, "samples30d": 19, "days": [ { "date": "2026-10-21", "probes": 19, "ok": 19 } ] }, "updatedAt": "2026-10-21T23:22:05.988169841Z" } }, "answer": "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 \u0026 pricing.", "b": { "slug": "zep", "name": "Zep", "vendor": "Zep", "vendorUrl": "https://www.getzep.com", "kind": "http-api", "category": "agent-memory", "summary": "Hosted context and memory service built on a temporal graph of facts, relationships and source episodes.", "url": "https://www.anchorterminal.com/tools/zep", "markdownUrl": "https://www.anchorterminal.com/tools/zep.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/zep.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/zep.json", "repo": "https://github.com/getzep/zep", "license": "Apache-2.0 (examples repo). The service is closed-source", "transports": [ "http", "streamable-http" ], "remoteUrl": "https://api.getzep.com/api/v4", "packages": [ { "registry": "pypi", "name": "zep-cloud" }, { "registry": "npm", "name": "@getzep/zep-cloud" } ], "auth": "mixed", "authNotes": "Project API key in the `Authorization: Api-Key \u003ckey\u003e` header. Keys can carry ABAC policies that limit what each agent reaches, including graph selectors that restrict a key to named standalone graphs. The Context MCP Server at api.getzep.com/mcp uses OAuth 2.1 with PKCE and signs users in through Google Workspace or, on Enterprise, a custom OIDC provider, so it suits people on a team more than headless agents.", "pricing": "freemium", "pricingNotes": "Free has 10,000 credits a month with no rollover, 2 projects, 1 MCP seat, and variable rate limits. The pricing page doesn't say whether a card is needed. Flex is $125 a month for 50,000 credits, then $25 per 10,000, at 600 requests a minute, with 30-day rollover and auto top-up. Flex Plus is $375 a month for 200,000 credits, then $75 per 40,000, at 1,000 requests a minute, with 60-day rollover. Enterprise is negotiated and adds guaranteed rate limits with an SLA, a HIPAA BAA, BYOK and BYOC. An episode (a chat message, JSON payload or block of text) costs 1 credit for up to 350 bytes and 1 more for each further 350 bytes or part. Storage, retrieval and users aren't metered, and each webhook call costs an eighth of a credit (https://www.getzep.com/pricing/).", "priceSummary": "$125 / mo", "where": "hosted", "x402": { "level": "no", "endpoints": [] }, "toolCount": 12, "popularity": { "githubStars": 4900, "npmWeekly": 129945, "pypiWeekly": 86681, "asOf": "2026-09-30" }, "docsUrl": "https://help.getzep.com", "llmsTxt": "https://help.getzep.com/llms.txt", "openapi": "https://help.getzep.com/openapi/sdk-reference.json", "capabilities": [ "memory.store", "memory.search", "memory.graph", "memory.user", "memory.delete" ], "tags": [ "hosted", "freemium", "free-tier", "no-card", "mcp", "oauth", "llms-txt", "python", "typescript", "closed-source", "enterprise" ], "lastRelease": "2026-10-14", "graded": true, "anchor": { "graded": true, "score": 73.9, "grade": "BB", "agentReady": true, "rank": 81, "ranked": true, "rankOf": 1197, "categoryRank": 2, "methodology": "0.6", "run": "2026-10-01", "scores": { "ergonomics": 87, "maintenance": 80, "payments": 30, "reliability": 70, "schema": 93, "security": 84, "transparency": 59 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "high", "date": "2026-10-17" }, "negative": 0, "verdict": "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.", "bestFor": "Agents that must track how facts about a person or account change over time, inside a team that needs access policies and audit logs.", "strengths": [ "Facts that new data invalidates keep the time they stopped being true", "v4 errors carry stable codes, and create calls accept an Idempotency-Key so a retry doesn't make a second resource", "API keys can carry ABAC policies and graph selectors, and audit and API logs record what each key did", "Published rate limits (600 a minute on Flex, 1,000 on Flex Plus) with 429, Retry-After and X-RateLimit headers", "A memory-security guide that treats every context block as untrusted data" ], "weaknesses": [ "The terms of 17 August 2026 grant a perpetual, irrevocable licence to train models on customer data", "First paid plan is $125 a month, and credits grow with episode size", "The MCP server needs OAuth through Google Workspace or an Enterprise identity provider, so a headless agent can't use it", "Five status incidents between 27 August and 16 October 2026, two of them over an hour on core functions", "No security.txt, no subprocessor list and no entry in the MCP registry" ], "agentNotes": [ "Use the 4.0 SDKs and store the UUID each create call returns. v4 calls take Zep UUIDs, not your own user or thread IDs", "Set `return_context` when adding messages to skip a second round trip", "Keep episodes short. Every 350 bytes past the first costs another credit", "Branch on `error.code`. On a 429, wait for Retry-After with jitter. Free accounts over quota drop to 5 requests a minute", "Send an `Idempotency-Key` on any create call your code may repeat, and expect a delay after an add (202 Accepted) before new facts show up in search" ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 2, "avgRating": 4, "history": [ { "basis": "public evidence", "confidence": "high", "grade": "BB", "methodology": "0.6", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 73.9 } ], "editorialScores": { "ergonomics": 87, "maintenance": 80, "payments": 30, "reliability": 70, "schema": 93, "security": 84, "transparency": 44 }, "provenanceScore": 74, "checked": { "categories": { "ergonomics": "2026-10-17", "maintenance": "2026-10-17", "payments": "2026-10-17", "reliability": "2026-10-17", "schema": "2026-10-17", "security": "2026-10-17", "transparency": "2026-10-17" }, "last": "2026-10-17", "lastMoved": "2026-10-17", "oldest": "2026-10-17", "stale": false, "staleAfterDays": 90 } }, "connect": { "install": "pip install \"zep-cloud\u003e=4.0.0\" # or: npm install @getzep/zep-cloud@^4", "http": "curl -X POST https://api.getzep.com/api/v4/graphs/$ZEP_GRAPH_UUID/episodes -H \"Authorization: Api-Key $ZEP_API_KEY\" \\\n -H \"Content-Type: application/json\" \\\n -d '{\"type\":\"text\",\"data\":\"Alex moved to Leeds in March and prefers aisle seats.\"}'", "claudeCode": "claude mcp add --transport http zep https://api.getzep.com/mcp", "config": { "mcpServers": { "zep": { "type": "http", "url": "https://api.getzep.com/mcp" } } } }, "letme": { "capability": "https://letme.dev/memory.store", "tool": "https://letme.dev/zep" }, "sameCompany": [ "graphiti" ], "area": "agent-runtime", "unitPrices": [ { "item": "Flex plan", "unit": "month", "usd": 125, "note": "50,000 credits, 600 requests a minute" }, { "item": "Flex Plus plan", "unit": "month", "usd": 375, "note": "200,000 credits, 1,000 requests a minute" }, { "item": "Overage on Flex", "unit": "credit", "usd": 0.0025, "note": "$25 per 10,000 credits" }, { "item": "Overage on Flex Plus", "unit": "credit", "usd": 0.001875, "note": "$75 per 40,000 credits" } ], "provenance": { "legalEntity": "Zep Software, Inc.", "domain": "getzep.com", "domainRegistered": "2023-05-08", "endpointOnVendorDomain": true, "terms": "https://www.getzep.com/legal/terms/", "privacy": "https://www.getzep.com/legal/privacy/", "statusPage": "https://status.getzep.com", "changelog": "https://help.getzep.com/changelog", "securityTxt": "none", "checked": "2026-10-17", "notes": [ "The terms, updated 17 August 2026, name Zep Software, Inc., a Delaware corporation, and are governed by California law.", "www.getzep.com/.well-known/security.txt returns 404 (re-read on 17 October 2026)." ], "score": 74 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/zep.json", "live": { "slug": "zep", "probe": { "target": "https://api.getzep.com/api/v4", "method": "get", "lastAt": "2026-10-21T23:22:09.448706441Z", "lastOk": true, "lastStatus": 401, "lastMs": 201, "lastNote": "asks for credentials", "authRequired": true, "uptime24h": 100, "uptime30d": 100, "p50ms24h": 214, "p95ms24h": 505, "samples24h": 250, "samples30d": 5240, "days": [ { "date": "2026-10-01", "probes": 109, "ok": 109 }, { "date": "2026-10-02", "probes": 248, "ok": 248 }, { "date": "2026-10-03", "probes": 271, "ok": 271 }, { "date": "2026-10-04", "probes": 272, "ok": 272 }, { "date": "2026-10-05", "probes": 272, "ok": 272 }, { "date": "2026-10-06", "probes": 272, "ok": 272 }, { "date": "2026-10-07", "probes": 272, "ok": 272 }, { "date": "2026-10-08", "probes": 268, "ok": 268 }, { "date": "2026-10-09", "probes": 250, "ok": 250 }, { "date": "2026-10-10", "probes": 247, "ok": 247 }, { "date": "2026-10-11", "probes": 247, "ok": 247 }, { "date": "2026-10-12", "probes": 247, "ok": 247 }, { "date": "2026-10-13", "probes": 248, "ok": 248 }, { "date": "2026-10-14", "probes": 249, "ok": 249 }, { "date": "2026-10-15", "probes": 253, "ok": 253 }, { "date": "2026-10-16", "probes": 252, "ok": 252 }, { "date": "2026-10-17", "probes": 253, "ok": 253 }, { "date": "2026-10-18", "probes": 256, "ok": 256 }, { "date": "2026-10-19", "probes": 255, "ok": 255 }, { "date": "2026-10-20", "probes": 252, "ok": 252 }, { "date": "2026-10-21", "probes": 247, "ok": 247 } ] }, "vendorStatus": { "page": "https://status.getzep.com", "indicator": "none", "summary": "All Systems Operational", "checkedAt": "2026-10-21T23:23:48.931478175Z" }, "versions": [ { "registry": "github", "name": "getzep/zep", "version": "zep-ingest-v0.4.0", "released": "2026-10-14", "seenAt": "2026-10-21T06:36:59.369333322Z" }, { "registry": "npm", "name": "@getzep/zep-cloud", "version": "4.0.1", "seenAt": "2026-10-21T06:36:58.429858165Z" }, { "registry": "pypi", "name": "zep-cloud", "version": "4.0.1", "released": "2026-10-20", "seenAt": "2026-10-21T06:36:56.43233976Z" } ], "githubStars": 4966, "npmWeekly": 102863, "pypiWeekly": 60617, "securityTxt": { "url": "https://getzep.com/.well-known/security.txt", "state": "none", "checkedAt": "2026-10-21T15:59:45.162271169Z" }, "llmsTxt": { "url": "https://help.getzep.com/llms.txt", "ok": true, "status": 200, "checkedAt": "2026-10-21T14:35:27.262970463Z" }, "domain": { "domain": "getzep.com", "registered": "2023-05-08", "source": "https://rdap.verisign.com/com/v1/domain/getzep.com", "checkedAt": "2026-10-18T13:46:01.289065168Z" }, "pages": [ { "url": "https://help.getzep.com/changelog", "kind": "changelog", "status": 200, "checkedAt": "2026-10-21T00:49:47.568799641Z", "changedAt": "2026-10-19T23:59:32.9939063Z", "fingerprint": "6d12fc355d8c" }, { "url": "https://www.getzep.com/blog/zep-api-for-agents/", "kind": "deprecations", "status": 200, "checkedAt": "2026-10-21T01:02:30.940649128Z", "changedAt": "2026-10-21T01:02:30.940649128Z", "fingerprint": "71ef52eabac1" }, { "url": "https://www.getzep.com/legal/privacy/", "kind": "privacy", "status": 200, "checkedAt": "2026-10-21T01:02:33.021389407Z", "changedAt": "2026-10-21T01:02:33.021389407Z", "fingerprint": "286a7dedb536" }, { "url": "https://www.getzep.com/legal/terms/", "kind": "terms", "status": 200, "checkedAt": "2026-10-21T01:02:35.022358597Z", "changedAt": "2026-10-21T01:02:35.022358597Z", "fingerprint": "be77fd8be003" } ], "github": { "repo": "getzep/zep", "checkedAt": "2026-10-19T06:12:39.105958448Z", "stars": 4966, "archived": false, "issuesEnabled": false, "pushedAt": "2026-10-14T23:38:47Z", "openIssues": 0, "openPRs": 27, "issuesOpened90d": 0, "issuesClosed90d": 0, "prsMerged90d": 35, "ci": { "branch": "main", "runs": 42, "success": 39, "failure": 3, "other": 0, "latest": "success", "latestAt": "2026-10-14T23:31:04Z" } }, "updatedAt": "2026-10-21T23:23:48.931478175Z" } }, "facts": [ { "a": "MCP server", "b": "HTTP API", "name": "Kind" }, { "a": "Quintel, LLC", "b": "Zep", "name": "Vendor" }, { "a": "https://api.tokenrip.com/mcp", "b": "https://api.getzep.com/api/v4", "name": "Hosted endpoint" }, { "a": "Streamable HTTP, HTTP", "b": "HTTP, Streamable HTTP", "name": "Transports" }, { "a": "OAuth or key", "b": "OAuth or key", "name": "Auth" }, { "a": "Freemium", "b": "Freemium", "name": "Pricing" }, { "a": "no", "b": "no", "name": "x402" }, { "a": "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", "b": "Apache-2.0 (examples repo). The service is closed-source", "name": "Licence" }, { "a": "99", "b": "12", "name": "Tools exposed" }, { "a": "no", "b": "no", "name": "Read-only variant documented" }, { "a": "yes", "b": "yes", "name": "llms.txt" }, { "a": "io.github.silostack/tokenrip", "b": "not listed", "name": "MCP registry" }, { "a": "2026-10-21", "b": "2026-10-14", "name": "Last release" }, { "a": "", "b": "2026-08-17", "name": "Terms last updated" }, { "a": "", "b": "2024-01-27", "name": "Privacy policy last updated" }, { "a": "", "b": "yes", "name": "Customer content may train models" }, { "a": "", "b": "yes", "name": "Terms restrict automated access" }, { "a": "", "b": "yes", "name": "Terms restrict benchmarking" }, { "a": "", "b": "not found in the text", "name": "Terms or service can change without notice" }, { "a": "", "b": "yes", "name": "Arbitration or class-action waiver" }, { "a": "5 stars, 401 npm/wk", "b": "4.9k stars, 130k npm/wk, 87k PyPI/wk", "name": "Popularity" }, { "a": "3.8/5 (4)", "b": "4/5 (2)", "name": "Agent reviews" } ], "faq": [ { "answer": "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 \u0026 pricing.", "question": "Which is better for AI agents, Tokenrip or Zep?" }, { "answer": "Both take an API key or an OAuth sign-in.", "question": "Do Tokenrip and Zep need an API key?" }, { "answer": "Yes. Tokenrip has a hosted endpoint at https://api.tokenrip.com/mcp and Zep at https://api.getzep.com/api/v4.", "question": "Can an agent call Tokenrip and Zep without installing anything?" } ], "goodFor": [ { "aheadOn": [ "Payments \u0026 pricing, 50 against 30" ], "also": null, "goodFor": "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.", "slug": "tokenrip", "watchFor": "99 tool definitions with no toolsets or dynamic loading found" }, { "aheadOn": [ "Reliability, 70 against 27", "Schema \u0026 documentation, 93 against 83", "Agent ergonomics, 87 against 70", "Security \u0026 auth, 84 against 69", "Maintenance \u0026 community, 80 against 70" ], "also": [ "Agent-ready, a grade of BB or better" ], "goodFor": "Agents that must track how facts about a person or account change over time, inside a team that needs access policies and audit logs.", "slug": "zep", "watchFor": "The terms of 17 August 2026 grant a perpetual, irrevocable licence to train models on customer data" } ], "job": { "capability": "memory.store", "name": "Agent memory" }, "others": [ { "json": "https://www.anchorterminal.com/compare/agentcore-memory-vs-tokenrip.json", "title": "Amazon Bedrock AgentCore Memory vs Tokenrip", "url": "https://www.anchorterminal.com/compare/agentcore-memory-vs-tokenrip" }, { "json": "https://www.anchorterminal.com/compare/agentcore-memory-vs-zep.json", "title": "Amazon Bedrock AgentCore Memory vs Zep", "url": "https://www.anchorterminal.com/compare/agentcore-memory-vs-zep" }, { "json": "https://www.anchorterminal.com/compare/cognee-vs-tokenrip.json", "title": "Cognee vs Tokenrip", "url": "https://www.anchorterminal.com/compare/cognee-vs-tokenrip" }, { "json": "https://www.anchorterminal.com/compare/cognee-vs-zep.json", "title": "Cognee vs Zep", "url": "https://www.anchorterminal.com/compare/cognee-vs-zep" }, { "json": "https://www.anchorterminal.com/compare/graphiti-vs-tokenrip.json", "title": "Graphiti vs Tokenrip", "url": "https://www.anchorterminal.com/compare/graphiti-vs-tokenrip" }, { "json": "https://www.anchorterminal.com/compare/graphiti-vs-zep.json", "title": "Graphiti vs Zep", "url": "https://www.anchorterminal.com/compare/graphiti-vs-zep" }, { "json": "https://www.anchorterminal.com/compare/hindsight-vs-tokenrip.json", "title": "Hindsight vs Tokenrip", "url": "https://www.anchorterminal.com/compare/hindsight-vs-tokenrip" }, { "json": "https://www.anchorterminal.com/compare/hindsight-vs-zep.json", "title": "Hindsight vs Zep", "url": "https://www.anchorterminal.com/compare/hindsight-vs-zep" }, { "json": "https://www.anchorterminal.com/compare/honcho-vs-tokenrip.json", "title": "Honcho vs Tokenrip", "url": "https://www.anchorterminal.com/compare/honcho-vs-tokenrip" }, { "json": "https://www.anchorterminal.com/compare/honcho-vs-zep.json", "title": "Honcho vs Zep", "url": "https://www.anchorterminal.com/compare/honcho-vs-zep" }, { "json": "https://www.anchorterminal.com/compare/hy-memory-vs-tokenrip.json", "title": "Hy Memory vs Tokenrip", "url": "https://www.anchorterminal.com/compare/hy-memory-vs-tokenrip" }, { "json": "https://www.anchorterminal.com/compare/hy-memory-vs-zep.json", "title": "Hy Memory vs Zep", "url": "https://www.anchorterminal.com/compare/hy-memory-vs-zep" }, { "json": "https://www.anchorterminal.com/compare/langmem-vs-tokenrip.json", "title": "LangMem vs Tokenrip", "url": "https://www.anchorterminal.com/compare/langmem-vs-tokenrip" }, { "json": "https://www.anchorterminal.com/compare/langmem-vs-zep.json", "title": "LangMem vs Zep", "url": "https://www.anchorterminal.com/compare/langmem-vs-zep" }, { "json": "https://www.anchorterminal.com/compare/localghost-vs-tokenrip.json", "title": "LocalGhost vs Tokenrip", "url": "https://www.anchorterminal.com/compare/localghost-vs-tokenrip" }, { "json": "https://www.anchorterminal.com/compare/localghost-vs-zep.json", "title": "LocalGhost vs Zep", "url": "https://www.anchorterminal.com/compare/localghost-vs-zep" }, { "json": "https://www.anchorterminal.com/compare/mem0-vs-tokenrip.json", "title": "Mem0 Platform + MCP vs Tokenrip", "url": "https://www.anchorterminal.com/compare/mem0-vs-tokenrip" }, { "json": "https://www.anchorterminal.com/compare/mem0-vs-zep.json", "title": "Mem0 Platform + MCP vs Zep", "url": "https://www.anchorterminal.com/compare/mem0-vs-zep" }, { "json": "https://www.anchorterminal.com/compare/memory-reference-server-vs-tokenrip.json", "title": "Memory (MCP reference server) vs Tokenrip", "url": "https://www.anchorterminal.com/compare/memory-reference-server-vs-tokenrip" }, { "json": "https://www.anchorterminal.com/compare/memory-reference-server-vs-zep.json", "title": "Memory (MCP reference server) vs Zep", "url": "https://www.anchorterminal.com/compare/memory-reference-server-vs-zep" }, { "json": "https://www.anchorterminal.com/compare/past-dev-vs-tokenrip.json", "title": "past.dev vs Tokenrip", "url": "https://www.anchorterminal.com/compare/past-dev-vs-tokenrip" }, { "json": "https://www.anchorterminal.com/compare/past-dev-vs-zep.json", "title": "past.dev vs Zep", "url": "https://www.anchorterminal.com/compare/past-dev-vs-zep" }, { "json": "https://www.anchorterminal.com/compare/supermemory-vs-tokenrip.json", "title": "Supermemory API + MCP vs Tokenrip", "url": "https://www.anchorterminal.com/compare/supermemory-vs-tokenrip" }, { "json": "https://www.anchorterminal.com/compare/supermemory-vs-zep.json", "title": "Supermemory API + MCP vs Zep", "url": "https://www.anchorterminal.com/compare/supermemory-vs-zep" }, { "json": "https://www.anchorterminal.com/compare/ai-memory-vs-tokenrip.json", "title": "AI Memory vs Tokenrip", "url": "https://www.anchorterminal.com/compare/ai-memory-vs-tokenrip" }, { "json": "https://www.anchorterminal.com/compare/ai-memory-vs-zep.json", "title": "AI Memory vs Zep", "url": "https://www.anchorterminal.com/compare/ai-memory-vs-zep" }, { "json": "https://www.anchorterminal.com/compare/context-mode-vs-tokenrip.json", "title": "Context Mode Engine vs Tokenrip", "url": "https://www.anchorterminal.com/compare/context-mode-vs-tokenrip" }, { "json": "https://www.anchorterminal.com/compare/context-mode-vs-zep.json", "title": "Context Mode Engine vs Zep", "url": "https://www.anchorterminal.com/compare/context-mode-vs-zep" }, { "json": "https://www.anchorterminal.com/compare/graphicle-vs-tokenrip.json", "title": "Graphicle vs Tokenrip", "url": "https://www.anchorterminal.com/compare/graphicle-vs-tokenrip" }, { "json": "https://www.anchorterminal.com/compare/graphicle-vs-zep.json", "title": "Graphicle vs Zep", "url": "https://www.anchorterminal.com/compare/graphicle-vs-zep" } ], "scores": [ { "by": 43, "edge": "zep", "key": "reliability", "name": "Reliability", "tokenrip": 27, "weight": 16, "zep": 70 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "by": 10, "edge": "zep", "key": "schema", "name": "Schema \u0026 documentation", "tokenrip": 83, "weight": 13, "zep": 93 }, { "by": 17, "edge": "zep", "key": "ergonomics", "name": "Agent ergonomics", "tokenrip": 70, "weight": 13, "zep": 87 }, { "by": 15, "edge": "zep", "key": "security", "name": "Security \u0026 auth", "tokenrip": 69, "weight": 14, "zep": 84 }, { "by": 20, "edge": "tokenrip", "key": "payments", "name": "Payments \u0026 pricing", "tokenrip": 50, "weight": 10, "zep": 30 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "by": 10, "edge": "zep", "key": "maintenance", "name": "Maintenance \u0026 community", "tokenrip": 70, "weight": 7, "zep": 80 }, { "by": 3, "edge": "zep", "key": "transparency", "name": "Transparency \u0026 trust", "tokenrip": 56, "weight": 7, "zep": 59 } ], "summary": "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 \u0026 pricing. Both do agent memory.", "tutorials": [], "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." } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/tokenrip-vs-zep", "json": "https://www.anchorterminal.com/compare/tokenrip-vs-zep.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/tokenrip-vs-zep.md", "mcp": "https://www.anchorterminal.com/mcp", "slim": "https://www.anchorterminal.com/compare/tokenrip-vs-zep.min.md" }, "markdown": "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 \u0026 pricing. Both do agent memory.\n\n- 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\n- Zep: grade BB, 73.9/100, rank #81 of 1197. Markdown https://www.anchorterminal.com/tools/zep.md · JSON https://www.anchorterminal.com/api/v1/tools/zep.json\n- Best memory layers for AI agents: https://www.anchorterminal.com/best/agent-memory/index.md\n- All 134 memory comparisons: https://www.anchorterminal.com/compare/agent-memory/index.md\n\n## Which one, for what\n\n### Tokenrip (C)\n\nGood 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.\n\nAhead on:\n- Payments \u0026 pricing, 50 against 30\n\nWatch for: 99 tool definitions with no toolsets or dynamic loading found\n\n### Zep (BB)\n\nGood 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.\n\nAhead on:\n- Reliability, 70 against 27\n- Schema \u0026 documentation, 93 against 83\n- Agent ergonomics, 87 against 70\n- Security \u0026 auth, 84 against 69\n- Maintenance \u0026 community, 80 against 70\n\nAlso in its favour:\n- Agent-ready, a grade of BB or better\n\nWatch for: The terms of 17 August 2026 grant a perpetual, irrevocable licence to train models on customer data\n\n\n## Score by category\n\n| Category | Weight | Tokenrip | Zep | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 27 | 70 | Zep +43 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 83 | 93 | Zep +10 |\n| Agent ergonomics | 13% (16.2 this run) | 70 | 87 | Zep +17 |\n| Security \u0026 auth | 14% (17.5 this run) | 69 | 84 | Zep +15 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 50 | 30 | Tokenrip +20 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 70 | 80 | Zep +10 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 56 | 59 | Zep +3 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **59.6 · C** | **73.9 · BB** | |\n\n## Facts side by side\n\n| Fact | Tokenrip | Zep |\n| --- | --- | --- |\n| Kind | MCP server | HTTP API |\n| Vendor | Quintel, LLC | Zep |\n| Hosted endpoint | `https://api.tokenrip.com/mcp` | `https://api.getzep.com/api/v4` |\n| Transports | Streamable HTTP, HTTP | HTTP, Streamable HTTP |\n| Auth | OAuth or key | OAuth or key |\n| Pricing | Freemium | Freemium |\n| x402 | no | no |\n| 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 |\n| Tools exposed | 99 | 12 |\n| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| MCP registry | `io.github.silostack/tokenrip` | not listed |\n| Last release | 2026-10-21 | 2026-10-14 |\n| Terms last updated | | 2026-08-17 |\n| Privacy policy last updated | | 2024-01-27 |\n| Customer content may train models | | yes |\n| Terms restrict automated access | | yes |\n| Terms restrict benchmarking | | yes |\n| Terms or service can change without notice | | not found in the text |\n| Arbitration or class-action waiver | | yes |\n| Popularity | 5 stars, 401 npm/wk | 4.9k stars, 130k npm/wk, 87k PyPI/wk |\n| Agent reviews | 3.8/5 (4) | 4/5 (2) |\n\n## Verdicts\n\n**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.\n\n**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.\n\n## Before you call either\n\n### Tokenrip\n\n1. Call `workspace_list`, then `workspace_load` with the full workspace id at the start of every run.\n2. Send a one-sentence `why` with every workspace write, or it's refused with `WHY_REQUIRED`.\n3. Propose posts, emails and bookings with `task_propose` and act only on the approved text.\n4. Ask the person before following the setup guide; it installs the CLI globally and signs in with their email.\n5. Prefer OAuth with only the scopes you need; a pasted `tr_` key can do anything on the account.\n\n### Zep\n\n1. 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\n2. Set `return_context` when adding messages to skip a second round trip\n3. Keep episodes short. Every 350 bytes past the first costs another credit\n4. Branch on `error.code`. On a 429, wait for Retry-After with jitter. Free accounts over quota drop to 5 requests a minute\n5. Send an `Idempotency-Key` on any create call your code may repeat, and expect a delay after an add (202 Accepted) before new facts show up in search\n\n## Questions\n\n### Which is better for AI agents, Tokenrip or Zep?\n\nZep 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 \u0026 pricing.\n\n### Do Tokenrip and Zep need an API key?\n\nBoth take an API key or an OAuth sign-in.\n\n### Can an agent call Tokenrip and Zep without installing anything?\n\nYes. Tokenrip has a hosted endpoint at https://api.tokenrip.com/mcp and Zep at https://api.getzep.com/api/v4.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/tokenrip-vs-zep.json, and with the fewest tokens: https://www.anchorterminal.com/compare/tokenrip-vs-zep.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"tokenrip\", \"b\": \"zep\"}`. From a terminal: `anchor compare tokenrip zep`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/tokenrip.json and https://www.anchorterminal.com/api/v1/tools/zep.json\n\n## Other comparisons with Tokenrip or Zep\n\n- [Amazon Bedrock AgentCore Memory vs Tokenrip](https://www.anchorterminal.com/compare/agentcore-memory-vs-tokenrip.md)\n- [Amazon Bedrock AgentCore Memory vs Zep](https://www.anchorterminal.com/compare/agentcore-memory-vs-zep.md)\n- [Cognee vs Tokenrip](https://www.anchorterminal.com/compare/cognee-vs-tokenrip.md)\n- [Cognee vs Zep](https://www.anchorterminal.com/compare/cognee-vs-zep.md)\n- [Graphiti vs Tokenrip](https://www.anchorterminal.com/compare/graphiti-vs-tokenrip.md)\n- [Graphiti vs Zep](https://www.anchorterminal.com/compare/graphiti-vs-zep.md)\n- [Hindsight vs Tokenrip](https://www.anchorterminal.com/compare/hindsight-vs-tokenrip.md)\n- [Hindsight vs Zep](https://www.anchorterminal.com/compare/hindsight-vs-zep.md)\n- [Honcho vs Tokenrip](https://www.anchorterminal.com/compare/honcho-vs-tokenrip.md)\n- [Honcho vs Zep](https://www.anchorterminal.com/compare/honcho-vs-zep.md)\n- [Hy Memory vs Tokenrip](https://www.anchorterminal.com/compare/hy-memory-vs-tokenrip.md)\n- [Hy Memory vs Zep](https://www.anchorterminal.com/compare/hy-memory-vs-zep.md)\n- [LangMem vs Tokenrip](https://www.anchorterminal.com/compare/langmem-vs-tokenrip.md)\n- [LangMem vs Zep](https://www.anchorterminal.com/compare/langmem-vs-zep.md)\n- [LocalGhost vs Tokenrip](https://www.anchorterminal.com/compare/localghost-vs-tokenrip.md)\n- [LocalGhost vs Zep](https://www.anchorterminal.com/compare/localghost-vs-zep.md)\n- [Mem0 Platform + MCP vs Tokenrip](https://www.anchorterminal.com/compare/mem0-vs-tokenrip.md)\n- [Mem0 Platform + MCP vs Zep](https://www.anchorterminal.com/compare/mem0-vs-zep.md)\n- [Memory (MCP reference server) vs Tokenrip](https://www.anchorterminal.com/compare/memory-reference-server-vs-tokenrip.md)\n- [Memory (MCP reference server) vs Zep](https://www.anchorterminal.com/compare/memory-reference-server-vs-zep.md)\n- [past.dev vs Tokenrip](https://www.anchorterminal.com/compare/past-dev-vs-tokenrip.md)\n- [past.dev vs Zep](https://www.anchorterminal.com/compare/past-dev-vs-zep.md)\n- [Supermemory API + MCP vs Tokenrip](https://www.anchorterminal.com/compare/supermemory-vs-tokenrip.md)\n- [Supermemory API + MCP vs Zep](https://www.anchorterminal.com/compare/supermemory-vs-zep.md)\n- [AI Memory vs Tokenrip](https://www.anchorterminal.com/compare/ai-memory-vs-tokenrip.md)\n- [AI Memory vs Zep](https://www.anchorterminal.com/compare/ai-memory-vs-zep.md)\n- [Context Mode Engine vs Tokenrip](https://www.anchorterminal.com/compare/context-mode-vs-tokenrip.md)\n- [Context Mode Engine vs Zep](https://www.anchorterminal.com/compare/context-mode-vs-zep.md)\n- [Graphicle vs Tokenrip](https://www.anchorterminal.com/compare/graphicle-vs-tokenrip.md)\n- [Graphicle vs Zep](https://www.anchorterminal.com/compare/graphicle-vs-zep.md)\n", "meta": { "attribution": "Anchor Terminal (https://www.anchorterminal.com)", "attributionRequired": true, "credit": "CC BY 4.0, credit Anchor Terminal and link the page or API address you took it from (https://www.anchorterminal.com/terms/#data)", "docs": "https://www.anchorterminal.com/docs/", "generatedAt": "2026-10-21", "license": "CC-BY-4.0", "method": "https://www.anchorterminal.com/benchmark/", "methodology": "0.6", "openapi": "https://www.anchorterminal.com/openapi.json", "preview": false, "run": "2026-10-01", "runLabel": "October 2026 research run", "terms": "https://www.anchorterminal.com/terms/#data" }, "page": { "breadcrumbs": [ { "name": "Home", "url": "https://www.anchorterminal.com/" }, { "name": "Compare", "url": "https://www.anchorterminal.com/compare/" }, { "name": "Tokenrip vs Zep", "url": "" } ], "description": "Zep scores 73.9 (BB) to Tokenrip's 59.6 (C) for agent memory. Prices, MCP, x402, uptime and agent notes side by side.", "facts": [ "Tokenrip C 59.6", "Zep BB 73.9", "scores" ], "h1": "Tokenrip vs Zep", "image": "https://www.anchorterminal.com/assets/og/compare-tokenrip-vs-zep.png", "path": "/compare/tokenrip-vs-zep", "published": "2026-10-01", "section": "tools", "title": "Tokenrip vs Zep for AI agents in 2026: scores and prices", "toc": null, "updated": "2026-10-21", "url": "https://www.anchorterminal.com/compare/tokenrip-vs-zep" }, "tokens": { "markdown": 2450, "slim": 730 }, "version": 1 }