{ "data": { "a": { "slug": "grep-ai", "name": "Grep AI", "vendor": "Parcha Labs, Inc.", "vendorUrl": "https://grep.ai", "kind": "http-api", "category": "search", "summary": "Grep is a hosted platform from Parcha Labs for building and running research agents that return cited reports and structured output. Outside agents reach it through a REST API, a remote MCP server, an A2A endpoint and two SDKs.", "url": "https://www.anchorterminal.com/tools/grep-ai", "markdownUrl": "https://www.anchorterminal.com/tools/grep-ai.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/grep-ai.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/grep-ai.json", "dns": "grep-ai.grade.anchorterminal.com", "repo": "https://github.com/Parcha-ai/grepai-skills", "license": "Proprietary service under Parcha Labs' terms of service. The grep-research-skills package on npm is MIT. The @parcha/agentrun and parcha-agentrun SDK packages state no licence in their registry metadata", "transports": [ "http", "streamable-http" ], "remoteUrl": "https://api.grep.ai/api/v2/runs", "packages": [ { "registry": "npm", "name": "@parcha/agentrun" }, { "registry": "pypi", "name": "parcha-agentrun" }, { "registry": "npm", "name": "grep-research-skills" } ], "auth": "mixed", "authNotes": "A Bearer credential on every call except the public agent list and publicly shared runs. Self-serve API keys (`parcha-` prefix) are created in the developer dashboard or at POST /api/v2/keys, and can be listed and revoked. The MCP server and delegated integrations take OAuth access tokens issued by Descope, with scopes research:read, research:write, billing:read, experts:read and experts:write. An agent with an AgentMail inbox can sign in through AgentID with an Ed25519 key and no human account. No partner or sales approval is documented for the self-serve plans.", "pricing": "freemium", "pricingNotes": "Credits, with a medium-effort task counted as 20. The Free Trial has 100 one-time credits and the pricing table marks it without API access, while the 4 October 2026 changelog says new personal accounts start with 500 Wallet credits. Pay As You Go tops up a wallet from $20, also marked without API access. Pro is $200 a month for 1,500 credits and Ultra $500 for 4,500, both with API access. Team plans go through sales. The page says $20 buys 200 credits and its Markdown twin says 100. Whether signup needs a card isn't stated (https://grep.ai/pricing, checked 2026-11-02).", "priceSummary": "$200 / mo", "where": "hosted", "x402": { "level": "no", "evidence": "Not available. The changelog entry of 8 May 2026 announces x402 and MPP payments for API research, but GET https://api.grep.ai/mpp/v1/api returned 503 `gateway_disabled` (\"MPP gateway is disabled on this deployment\") on 8 October and 2 November 2026, and the grep-research-skills README says the wallet path returns once the gateway is generally available (checked 2026-11-02).", "endpoints": [] }, "toolCount": 137, "popularity": { "githubStars": null, "npmWeekly": 334, "pypiWeekly": 52, "asOf": "2026-10-08" }, "docsUrl": "https://grep.ai/developers", "llmsTxt": "https://grep.ai/llms.txt", "openapi": "https://api.grep.ai/api/v2/openapi.json", "capabilities": [ "search.research", "search.answer", "kyc.business", "kyc.screening", "kyc.documents" ], "tags": [ "hosted", "freemium", "mcp", "oauth", "openapi", "llms-txt", "python", "typescript", "async-jobs", "webhooks", "status-page" ], "lastRelease": "2026-10-20", "graded": true, "anchor": { "graded": true, "score": 62.9, "grade": "B", "agentReady": false, "rank": 535, "ranked": true, "rankOf": 1510, "categoryRank": 17, "methodology": "0.7", "run": "2026-10-01", "scores": { "ergonomics": 70, "maintenance": 74, "payments": 40, "reliability": 50, "schema": 83, "security": 64, "transparency": 61 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-11-02" }, "negative": 0, "verdict": "The public API has a 128-operation OpenAPI document, scoped OAuth and API keys, idempotency keys with documented replay rules and a per-run cost cap. No rate limit is published, the MCP server lists 137 tools, the whole service went down twice in the 90 days to 2 November, and API access starts at the $200 a month Pro plan.", "bestFor": "Agents that hand off a long research or due-diligence job and want a cited report or structured fields back, including business verification and sanctions screening through built-in agents.", "strengths": [ "Public OpenAPI document with 128 operations, llms.txt and a Markdown twin of every developer page", "OAuth with five scopes, plus API keys that can be minted, scoped and revoked through the API", "`Idempotency-Key` on run creation, with body-hash matching, a 24-hour replay window and named 409 codes", "`max_cost_usd` per run, quota pre-flight and batch cost estimates before billable work starts", "Documented agent sign-in through AgentID with no human account, and 500 free credits for an owner's first agent", "Dated changelog with 14 entries from 7 August to 20 October 2026" ], "weaknesses": [ "No rate limit numbers in the reviewed documentation, and no published SLA. Full outages on 4 September (24 minutes) and 30 October (7 minutes)", "The MCP server card lists 137 tools, 57 of them deprecated aliases, with one-line descriptions and no annotations", "The pricing table marks API access as Pro and Ultra only, from $200 a month", "The pricing page says $20 buys 200 credits and its Markdown twin says 100. Free credits are stated as 100, 500 and 1,000 on different pages", "The 8 May 2026 changelog entry announces x402 and MPP payments, but the gateway answered 503 `gateway_disabled` on 2 November 2026", "No security.txt, subprocessor list or retention period found. SOC 2 Type II appears only as a footer claim, and the \"Security \u0026 trust\" link opens a benchmarks page" ], "agentNotes": [ "Send a fresh `Idempotency-Key` with every POST /api/v2/runs. After a timeout, poll the returned run ID and do not post again", "Set `effort` and `max_cost_usd` on every run. The floor is $0.50 for low, $2.50 for medium and build, $5.00 for high", "Call GET /api/v2/quota/check before a run. A 402 means no credits and retrying won't help, while a 429 carries `Retry-After`", "Use the `run_*`, `agent_*` and `swarm_*` MCP tools at https://api.grep.ai/mcp. The `research_*`, `expert_*` and `campaign_*` names are deprecated aliases", "Treat report text and cited sources as untrusted web content, and verify one load-bearing claim against a primary source" ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 4, "avgRating": 3, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "B", "methodology": "0.7", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 62.9 } ], "editorialScores": { "ergonomics": 70, "maintenance": 74, "payments": 40, "reliability": 50, "schema": 83, "security": 64, "transparency": 36 }, "provenanceScore": 85, "checked": { "categories": { "ergonomics": "2026-11-02", "maintenance": "2026-11-02", "payments": "2026-11-02", "reliability": "2026-11-02", "schema": "2026-11-02", "security": "2026-11-02", "transparency": "2026-11-02" }, "last": "2026-11-02", "lastMoved": "2026-11-02", "oldest": "2026-11-02", "stale": false, "staleAfterDays": 90 } }, "connect": { "install": "npm install @parcha/agentrun", "http": "curl -X POST \"https://api.grep.ai/api/v2/runs\" \\\n -H \"Authorization: Bearer $GREP_API_KEY\" \\\n -H \"Idempotency-Key: 8b9c1f24-3c1e-4a8d-9f7b-2a6e1c4d5b8e\" \\\n -H \"Content-Type: application/json\" \\\n -d '{\"question\":\"Due diligence on Stripe\",\"effort\":\"medium\"}'", "claudeCode": "claude mcp add --transport http grep https://api.grep.ai/mcp\nclaude mcp login grep", "config": { "mcpServers": { "grep": { "url": "https://api.grep.ai/mcp" } } } }, "letme": { "capability": "https://letme.dev/search.research", "tool": "https://letme.dev/grep-ai" }, "area": "web-data", "unitPrices": [ { "item": "Pro plan, 1,500 credits a month, API access", "unit": "month", "usd": 200, "note": "$167 a month billed annually" }, { "item": "Ultra plan, 4,500 credits a month", "unit": "month", "usd": 500, "note": "$417 a month billed annually" }, { "item": "Pay As You Go credit", "unit": "credit", "usd": 0.1, "note": "$20 for 200 credits on the pricing page. Its Markdown twin says 100 credits, which is $0.20. No API access on this plan per the table" } ], "provenance": { "legalEntity": "Parcha Labs, Inc.", "domain": "grep.ai", "domainRegistered": "2018-04-20", "domainNote": "Registered in 2018 and transferred on 2025-10-19, so the registration date predates the company's use of it.", "endpointOnVendorDomain": true, "terms": "https://grep.ai/terms", "privacy": "https://grep.ai/privacy", "statusPage": "https://status.grep.ai", "changelog": "https://grep.ai/changelog", "securityTxt": "none", "checked": "2026-10-08", "notes": [ "The terms of service, last updated 20 March 2026, are a contract with Parcha Labs, Inc., a Delaware corporation, governed by California law.", "The privacy policy, last updated 5 October 2026, names Parcha Labs, Inc. and the websites www.parcha.ai and grep.parcha.ai.", "The API, the MCP server and the A2A endpoint answer on api.grep.ai. OAuth tokens come from Descope at api.descope.com.", "grep.ai/.well-known/security.txt and api.grep.ai/.well-known/security.txt return 404. grep.ai/trust and grep.ai/security return 404.", "RDAP for grep.ai gives a registration date of 2018-04-20 and a transfer on 2025-10-19.", "The status page's support link is support@parcha.ai and its privacy link points to parcha.ai." ], "score": 85 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/grep-ai.json", "live": { "slug": "grep-ai", "probe": { "target": "https://api.grep.ai/api/v2/runs", "method": "get", "lastAt": "2026-11-07T19:22:10.160604461Z", "lastOk": true, "lastStatus": 401, "lastMs": 385, "lastNote": "asks for credentials", "authRequired": true, "uptime24h": 100, "uptime30d": 99.92, "p50ms24h": 366, "p95ms24h": 454, "samples24h": 238, "samples30d": 7473, "days": [ { "date": "2026-10-08", "probes": 93, "ok": 93 }, { "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": 252 }, { "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": 253, "ok": 252 }, { "date": "2026-10-22", "probes": 253, "ok": 253 }, { "date": "2026-10-23", "probes": 248, "ok": 248 }, { "date": "2026-10-24", "probes": 251, "ok": 251 }, { "date": "2026-10-25", "probes": 250, "ok": 250 }, { "date": "2026-10-26", "probes": 252, "ok": 252 }, { "date": "2026-10-27", "probes": 249, "ok": 249 }, { "date": "2026-10-28", "probes": 251, "ok": 250 }, { "date": "2026-10-29", "probes": 248, "ok": 248 }, { "date": "2026-10-30", "probes": 249, "ok": 248 }, { "date": "2026-10-31", "probes": 251, "ok": 251 }, { "date": "2026-11-01", "probes": 249, "ok": 249 }, { "date": "2026-11-02", "probes": 250, "ok": 250 }, { "date": "2026-11-03", "probes": 248, "ok": 248 }, { "date": "2026-11-04", "probes": 246, "ok": 246 }, { "date": "2026-11-05", "probes": 185, "ok": 183 }, { "date": "2026-11-06", "probes": 241, "ok": 241 }, { "date": "2026-11-07", "probes": 197, "ok": 197 } ] }, "vendorStatus": { "page": "https://status.grep.ai", "indicator": "none", "summary": "All Systems Operational", "checkedAt": "2026-11-07T19:22:13.738880438Z" }, "versions": [ { "registry": "github", "name": "Parcha-ai/grepai-skills", "version": "v0.2.0", "released": "2026-08-04", "seenAt": "2026-11-06T23:31:17.343670403Z" }, { "registry": "npm", "name": "@parcha/agentrun", "version": "0.3.6", "seenAt": "2026-11-06T23:31:15.147980263Z" }, { "registry": "npm", "name": "grep-research-skills", "version": "0.2.0", "seenAt": "2026-11-06T23:31:16.618593403Z" }, { "registry": "pypi", "name": "parcha-agentrun", "version": "0.2.1", "released": "2026-09-30", "seenAt": "2026-11-06T23:31:16.377788056Z" } ], "githubStars": 2, "npmWeekly": 336, "pypiWeekly": 21, "securityTxt": { "url": "https://grep.ai/.well-known/security.txt", "state": "none", "checkedAt": "2026-11-07T16:01:30.039104122Z" }, "llmsTxt": { "url": "https://grep.ai/llms.txt", "ok": true, "status": 200, "checkedAt": "2026-11-07T15:32:39.189807584Z" }, "domain": { "domain": "grep.ai", "registered": "2018-04-20", "source": "https://rdap.identitydigital.services/rdap/domain/grep.ai", "checkedAt": "2026-11-01T14:26:20.014848352Z" }, "pages": [ { "url": "https://grep.ai/changelog", "kind": "changelog", "status": 200, "checkedAt": "2026-11-07T14:10:39.133932414Z", "changedAt": "2026-11-06T13:32:44.195749968Z", "fingerprint": "b2c46460857a" }, { "url": "https://grep.ai/pricing", "kind": "pricing", "status": 200, "checkedAt": "2026-11-07T14:10:41.715097295Z", "changedAt": "2026-11-06T13:32:46.726727473Z", "fingerprint": "b50267997523" }, { "url": "https://grep.ai/privacy", "kind": "privacy", "status": 200, "checkedAt": "2026-11-07T14:10:43.416139624Z", "changedAt": "2026-11-06T13:32:48.542806474Z", "fingerprint": "61f7ae5ed58d" }, { "url": "https://grep.ai/terms", "kind": "terms", "status": 200, "checkedAt": "2026-11-07T14:10:45.461789114Z", "changedAt": "2026-11-06T13:32:50.740021371Z", "fingerprint": "b92beb6db8a5" } ], "mcpTools": { "url": "https://api.grep.ai/mcp", "checkedAt": "2026-11-07T01:45:17.533792685Z", "status": "auth", "note": "asks for credentials before listing its tools", "changedAt": "2026-11-07T01:45:17.533792685Z" }, "github": { "repo": "parcha-ai/grepai-skills", "checkedAt": "2026-11-02T09:14:59.133383273Z", "stars": 3, "archived": false, "issuesEnabled": true, "pushedAt": "2026-11-02T06:32:53Z", "openIssues": 1, "openPRs": 1, "issuesOpened90d": 0, "issuesClosed90d": 0, "prsMerged90d": 2, "ci": { "branch": "main", "runs": 2, "success": 2, "failure": 0, "other": 0, "latest": "success", "latestAt": "2026-09-30T18:10:13Z" }, "replies": { "sampled": 1, "unanswered": 1 } }, "updatedAt": "2026-11-07T19:22:10.160604461Z" } }, "answer": "Grep AI scores 62.9 (B) on agent readiness against Mojeek Web Search API's 36.4 (F), and leads in 6 of 7 scored categories. Mojeek Web Search API leads on transparency \u0026 trust.", "b": { "slug": "mojeek", "name": "Mojeek Web Search API", "vendor": "Mojeek Limited", "vendorUrl": "https://www.mojeek.com/services/search/web-search-api/", "kind": "http-api", "category": "search", "summary": "Mojeek's Web Search API returns results from Mojeek's own independent web index as JSON or XML, with country and language boosting, date and domain filters. Mojeek Limited runs it from the UK on pay-as-you-go plans.", "url": "https://www.anchorterminal.com/tools/mojeek", "markdownUrl": "https://www.anchorterminal.com/tools/mojeek.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/mojeek.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/mojeek.json", "dns": "mojeek.grade.anchorterminal.com", "transports": [], "packages": [], "auth": "api-key", "authNotes": "One API key per account, sent as the `api_key` query parameter, the only method the docs show. A key is issued after a browser signup with a bank card. Rotating or revoking a key is done by emailing api@mojeek.com, per a staff reply on the community forum on 22 October 2026.", "pricing": "usage", "pricingNotes": "£2 per 1,000 requests on Startup (5 a second, 100,000 a day, up to 10 results a request) and £3 on Business (10 a second, 400,000 a day, up to 40 results, storage rights). Enterprise by contract. A free credit on signup, but a card is required. No automatic payments; prices exclude VAT.", "priceSummary": "$2.68 / 1k req", "where": "local", "x402": { "level": "no", "evidence": "No x402, MPP or L402 on the Search API page, the API docs or the API terms (checked 2026-11-06). Payments go through Stripe after a browser signup.", "endpoints": [] }, "toolCount": 0, "popularity": { "githubStars": null, "npmWeekly": null, "pypiWeekly": null, "asOf": "2026-11-06" }, "docsUrl": "https://www.mojeek.com/support/api/search/", "capabilities": [ "web.search" ], "tags": [ "hosted", "usage", "uk", "eu", "status-page" ], "graded": true, "anchor": { "graded": true, "score": 36.4, "grade": "F", "agentReady": false, "rank": 1387, "ranked": true, "rankOf": 1510, "categoryRank": 25, "methodology": "0.7", "run": "2026-10-01", "scores": { "ergonomics": 66, "maintenance": 10, "payments": 20, "reliability": 45, "schema": 29, "security": 15, "transparency": 68 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-11-06" }, "negative": 0, "verdict": "Mojeek sells search over its own independent index at published per-request prices, with region, language, date and domain controls and storage rights on the Business plan. The key travels only in the URL, rotation is by email, a card is needed to start, and there is no OpenAPI, changelog, 429 handling or SLA.", "bestFor": "Agents and products that want a second, independent index beside Google-derived results, or European data handling with no sub-processors.", "strengths": [ "Results come from Mojeek's own crawler and index, not from Google or Bing", "Published prices of £2 and £3 per 1,000 requests, with no minimum commitment and no automatic payments", "Region and language boosts, date windows, up to 25 included or excluded domains, and adjustable title and snippet lengths", "The API page states 90-day retention, zero retention on request and no sub-processors, with infrastructure run in Europe", "Business and Enterprise plans allow results to be stored indefinitely and combined with other engines" ], "weaknesses": [ "The API key is documented only as a URL query parameter, and rotating a key means emailing the API team", "A bank card is required to open an account, even for the free credit", "No OpenAPI, llms.txt, changelog, version or error code list; errors arrive as a free-text status string", "No HTTP 429 or retry guidance and no SLA; the terms allow interruption without notice", "Startup results may be cached for one hour only, and the terms forbid using results in a search index" ], "agentNotes": [ "Send `fmt=json`, since the default response is XML", "Read `response.status` on every call; a daily limit shows as 'ERROR: Daily Limit Reached' rather than an HTTP error", "Set `lb`, `lbb`, `rb` and `rbb` as the quickstart recommends, or results lean to no language or region", "Keep the key out of logs and shared URLs, since it travels in the query string", "On the Startup plan, don't keep results for more than an hour" ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 0, "avgRating": 0, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "F", "methodology": "0.7", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 36.4 } ], "editorialScores": { "ergonomics": 66, "maintenance": 10, "payments": 20, "reliability": 45, "schema": 29, "security": 15, "transparency": 50 }, "provenanceScore": 85, "checked": { "categories": { "ergonomics": "2026-11-06", "maintenance": "2026-11-06", "payments": "2026-11-06", "reliability": "2026-11-06", "schema": "2026-11-06", "security": "2026-11-06", "transparency": "2026-11-06" }, "last": "2026-11-06", "oldest": "2026-11-06", "stale": false, "staleAfterDays": 90 } }, "connect": { "http": "curl \"https://api.mojeek.com/search?q=mojeek\u0026api_key=YOUR_API_KEY\u0026lb=EN\u0026lbb=100\u0026rb=GB\u0026rbb=10\u0026fmt=json\"" }, "letme": { "capability": "https://letme.dev/web.search", "tool": "https://letme.dev/mojeek" }, "area": "web-data", "unitPrices": [ { "item": "Search request, Startup", "unit": "1k-requests", "usd": 2.68, "note": "£2, converted at the ECB rates of 6 November 2026 (USD 1.1165, GBP 0.83415 per euro). Excludes VAT" }, { "item": "Search request, Business", "unit": "1k-requests", "usd": 4.02, "note": "£3, with storage rights" } ], "provenance": { "legalEntity": "Mojeek Limited", "domain": "mojeek.com", "domainRegistered": "2004-09-30", "endpointOnVendorDomain": true, "terms": "https://www.mojeek.com/about/legal/api-terms.html", "privacy": "https://www.mojeek.com/about/privacy/", "statusPage": "https://status.mojeek.com/", "changelog": "", "securityTxt": "valid", "checked": "2026-11-06", "notes": [ "Mojeek Limited, registered in England number 06918197, registered address in Croydon, office at the Sussex Innovation Centre in Brighton, per the site footer.", "The API terms name Mojeek Limited, choose English law and forbid using the services 'by any automated means unless you are an authorised Services user'. Recorded as a fact; only public pages were read.", "www.mojeek.com/robots.txt disallows /search, /url, /focus/dashboard, /eval and /image? for all agents; none of the pages read is under those paths.", "The privacy policy is dated 2 February 2022 and covers the search website. It says logs are kept indefinitely with IP addresses replaced by a country code.", "/.well-known/security.txt names security@mojeek.com and the contact page, with no Expires field. /security.txt answers 404.", "status.mojeek.com is a Site24x7 StatusIQ page drawn by script. Its RSS feed lists Search, Website, Blog and Community components, all operational on 6 November 2026.", "RDAP gives mojeek.com a registration date of 30 September 2004." ], "score": 85 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/mojeek.json", "live": { "slug": "mojeek", "vendorStatus": { "page": "https://status.mojeek.com", "indicator": "unknown", "summary": "no machine-readable status found", "checkedAt": "2026-11-07T04:48:12.320117499Z" }, "securityTxt": { "url": "https://mojeek.com/.well-known/security.txt", "state": "valid", "checkedAt": "2026-11-07T16:01:02.996132936Z" }, "pages": [ { "url": "https://www.mojeek.com/about/privacy/", "kind": "privacy", "status": 200, "checkedAt": "2026-11-07T14:31:48.341040926Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "cd749befb394" }, { "url": "https://www.mojeek.com/about/legal/api-terms.html", "kind": "terms", "status": 200, "checkedAt": "2026-11-07T14:31:46.299086085Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "f593843e677e" } ], "updatedAt": "2026-11-07T16:01:02.996132936Z" } }, "edges": [ { "by": 64, "category": "maintenance", "leads": "grep-ai", "name": "Maintenance \u0026 community", "reasons": { "a": "The changelog's newest entry is v3.71 on 20 October 2026, 13 days before this check (30). 14 dated changelog entries since 4 August, from v3.1.1 on 7 August to v3.71 on 20 October (20). Closed service with a public changelog and support at support@parcha.ai. We didn't test whether support answers (8). Current SDKs in two languages per the 8 October check (@parcha/agentrun and parcha-agentrun 0.2.1, 30 September), with docs that lag them. Not found in the official MCP registry (12). The skills repository runs a test workflow and hasn't changed since 30 September. The SDK repositories named in the package metadata asked for credentials, so their CI wasn't read (4). The 8 October PyPI reading came from a path pypi.org's robots.txt disallows and is struck; npm and PyPI didn't answer on 2 November.", "b": "Read for a closed service. No API changelog, release notes or dated API change were found, and the blog's posts since 2024 are about search in general, so the last change can't be dated (0). No dated changes in the 90 days from 8 August (0). A staff member answered API questions on the community forum within a day in December 2025 and October 2026, and support is by email; no public changelog (10 of 15). No official SDKs or MCP server (0). No public packages or CI to measure (0). 0 + 0 + 10 + 0 + 0 = 10." }, "scores": { "a": 74, "b": 10 } }, { "by": 54, "category": "schema", "leads": "grep-ai", "name": "Schema \u0026 documentation", "reasons": { "a": "Public OpenAPI document at api.grep.ai/api/v2/openapi.json, now 128 operations on 98 paths and 159 schemas (25). llms.txt and a Markdown twin of each developer page (10). Most operations carry a description, and the `effort` field says what each tier returns and how long it takes. 19 operations have none, and the MCP server card gives each of its 137 tools one line. The MCP input schemas need OAuth and weren't read (12). 75 enums, numeric bounds and `additionalProperties: false` on the run request (12). Curl examples and an 11-code error registry in the docs, but the OpenAPI document has no examples and documents only 200 and 422 responses (9). The path is versioned, v1 and 42 v2 operations are marked deprecated, and the dated changelog now runs to v3.71 on 20 October 2026, with 14 entries since 4 August (15).", "b": "No OpenAPI or other machine-readable contract (0). No llms.txt (404) and no Markdown pages for agents (0). The parameters page states what each parameter does, with notes on when not to use `reg` and `clufmt`, but nothing on when another endpoint fits better (12 of 20). Every parameter has a type, defaults and valid ranges (tlen 0 to 127, dlen 0 to 511, rbb and lbb 1 to 100, up to 25 domains), though `reg` is called an enum without listing its values (11 of 15). One curl example and annotated JSON and XML response formats; errors appear only as a `status` string with one example (6 of 15). No API version, changelog or dated release notes, and the quickstart and the parameters page give different hosts (0). 0 + 0 + 12 + 11 + 6 + 0 = 29." }, "scores": { "a": 83, "b": 29 } }, { "by": 49, "category": "security", "leads": "grep-ai", "name": "Security \u0026 auth", "reasons": { "a": "OAuth through Descope with five scopes, and API keys that can be created with a subset of scopes, listed and revoked through the API (30). Read scopes, `validate_only` and `dry_run` on agent changes, a per-run `max_cost_usd` and versioned restores. No confirmation step for deletes or for making a run public (14). Reports are built from untrusted web pages. The docs describe an SSRF-guarded fetch for context files, and no prompt-injection guidance for callers was found (3). Each run has a timeline of execution events, and billing transactions and usage are readable through the API (12). The footer claims SOC 2 Type II with no report linked, and its \"Security \u0026 trust\" link opens a performance benchmarks page. security.txt returns 404, and no disclosure policy or bug bounty was found, so this is a bare SOC 2 claim, which this run reads as 5 (5). Webhooks are signed with the API key itself.", "b": "One key per account, documented only as the `api_key` query parameter, and rotation or revocation is by email to the API team (a staff reply of 22 October 2026 on the community forum asks for the key's last 8 digits). One all-powerful key (10) less 10 for the key in the URL (0). Search is read-only and there is nothing to write, but no scoped or restricted key (10 of 20). Results are third-party titles and snippets, with no prompt-injection guidance found (0). No audit log or per-call usage view was found in the docs; the FAQ mentions budget alerts on the account (0 of 15). security.txt names security@mojeek.com, with no Expires field. No bug bounty, disclosure policy, SOC 2 or ISO 27001 found; the API page claims compliance with European rules such as the EU Data Act without a certification (5 of 20). 0 + 10 + 0 + 0 + 5 = 15." }, "scores": { "a": 64, "b": 15 } }, { "by": 20, "category": "payments", "leads": "grep-ai", "name": "Payments \u0026 pricing", "reasons": { "a": "No machine payment protocol on the live endpoints. The changelog of 8 May 2026 announces x402 and MPP, and the gateway answered 503 `gateway_disabled` on 8 October and again on 2 November 2026 (0). Plan and credit prices are public, but only the medium tier's credit cost is published and the page and its Markdown twin disagree on credits per dollar (10). 100 free trial credits on the pricing page, 500 Wallet credits for new personal accounts in the 4 October changelog entry, and 500 for an owner's first agent through AgentID. The pricing page doesn't say whether a card is needed, and its table marks the trial without API access (15). AgentID sign-in is documented as needing no human account, but it depends on an AgentMail inbox and a browser step, and we didn't run it (15).", "b": "No x402, MPP or L402 (0). Per-request prices published without login, £2 and £3 per 1,000 requests (20). The FAQ says a free credit comes with the Startup plan, but a bank card is required to open an account (0). A person signs up in a browser and adds a card (0). 0 + 20 + 0 + 0 = 20." }, "scores": { "a": 40, "b": 20 } }, { "by": 7, "category": "transparency", "leads": "mojeek", "name": "Transparency \u0026 trust", "reasons": { "a": "Closed service with published terms, written as an order-form contract that still points to grep.parcha.ai. The SDK packages state no licence, and the skills package is MIT (12). Section 12 of the terms says AI providers retain nothing and customer data isn't used for training. Section 4.2 grants a perpetual licence to use customer data to improve the platform, and the privacy policy gives retention only as \"as long as needed\". No DPA found (12). v1 is marked deprecated, /research answers with a `deprecation: true` header and a successor link, and 31 MCP tools are labelled deprecated, all without dates or a written policy (8). The privacy policy names Google Analytics and PostHog and says data may be processed in any country. No subprocessor list found (4).", "b": "Closed service with API terms naming Mojeek Limited under English law (15 of 30). The API page states 90-day retention, zero retention on request, no sub-processors and that Mojeek is the processor and the customer the controller, while the API terms say both parties are independent controllers under GDPR, and the privacy policy of 2 February 2022 covers only the website (12 of 30). The terms promise 30 days' notice of material changes and of price changes, but there is no deprecation policy or dated notices (5 of 20). The API page says there are no sub-processors and infrastructure is owned and run in Europe, in a UK data centre per the about page (18 of 20). 15 + 12 + 5 + 18 = 50." }, "scores": { "a": 61, "b": 68 } }, { "by": 5, "category": "reliability", "leads": "grep-ai", "name": "Reliability", "reasons": { "a": "Graded on the hosted API and MCP server. status.grep.ai runs on incident.io, and since 30 October 2026 it has an API component beside Website (20). Two incidents in the 90 days from 4 August, read from the page's feed and incident pages. On 4 September \"Grep.ai currently unavailable\" said Grep.ai was \"experiencing an outage\" for 24 minutes, and on 30 October the Website and API components were both in full outage from 17:17 to 17:24 UTC after an infrastructure provider's failure. Each is a full outage of the whole service, which this run reads as a major however short, so two majors (5). The 8 October check read the September outage as minor by its length. No rate limit numbers found in the docs or the OpenAPI document (0). 429 `rate_limited` carries `Retry-After`, and run creation takes an `Idempotency-Key` with documented replay rules (15). The FAQ mentions SLA guarantees for enterprise customers, and no SLA is published (0). API v2 and the MCP server carry no beta label. The SDKs are at 0.2.1 per the 8 October check, and PyPI classified the Python one as Alpha then (10).", "b": "Read with the hosted lines. status.mojeek.com is a Site24x7 StatusIQ page with Search, Website, Blog and Community components. It is drawn by script, so only its RSS feed could be read, which shows each component's current state (Search operational since 7 September 2026) and no incident entries (15 of 20). No readable incident history (5). Rate limits are published per plan, 5 a second and 100,000 a day on Startup, 10 a second and 400,000 a day on Business (15). Over the daily limit the JSON `status` reads 'ERROR: Daily Limit Reached'; no HTTP 429, Retry-After or backoff guidance was found (0). No SLA, and the API terms say the service is provided as is and may be interrupted without notice (0). Generally available, with only the `lr` parameter marked beta (10). 15 + 5 + 15 + 0 + 0 + 10 = 45." }, "scores": { "a": 50, "b": 45 } } ], "facts": [ { "a": "HTTP API", "b": "HTTP API", "name": "Kind" }, { "a": "Parcha Labs, Inc.", "b": "Mojeek Limited", "name": "Vendor" }, { "a": "https://api.grep.ai/api/v2/runs", "b": "no (local only)", "name": "Hosted endpoint" }, { "a": "HTTP, Streamable HTTP", "b": "", "name": "Transports" }, { "a": "OAuth or key", "b": "API key", "name": "Auth" }, { "a": "Freemium", "b": "Pay per use", "name": "Pricing" }, { "a": "not published", "b": "$2.68 per 1,000 requests", "name": "Price for web search" }, { "a": "no", "b": "no", "name": "x402" }, { "a": "Proprietary service under Parcha Labs' terms of service. The grep-research-skills package on npm is MIT. The @parcha/agentrun and parcha-agentrun SDK packages state no licence in their registry metadata", "b": "none", "name": "Licence" }, { "a": "137", "b": "0", "name": "Tools exposed" }, { "a": "no", "b": "no", "name": "Read-only variant documented" }, { "a": "yes", "b": "no", "name": "llms.txt" }, { "a": "2026-10-20", "b": "none", "name": "Last release" }, { "a": "2026-03-20", "b": "no date given", "name": "Terms last updated" }, { "a": "2026-09-21", "b": "2022-02-02", "name": "Privacy policy last updated" }, { "a": "not found in the text", "b": "not found in the text", "name": "Customer content may train models" }, { "a": "yes", "b": "not found in the text", "name": "Terms restrict automated access" }, { "a": "not found in the text", "b": "not found in the text", "name": "Terms restrict benchmarking" }, { "a": "not found in the text", "b": "yes", "name": "Terms or service can change without notice" }, { "a": "not found in the text", "b": "not found in the text", "name": "Arbitration or class-action waiver" }, { "a": "334 npm/wk, 52 PyPI/wk", "b": "none", "name": "Popularity" }, { "a": "3/5 (4)", "b": "none", "name": "Agent reviews" } ], "faq": [ { "answer": "Grep AI scores 62.9 (B) on agent readiness against Mojeek Web Search API's 36.4 (F), and leads in 6 of 7 scored categories. Mojeek Web Search API leads on transparency \u0026 trust.", "question": "Which is better for AI agents, Grep AI or Mojeek Web Search API?" }, { "answer": "Grep AI takes an API key or an OAuth sign-in. Mojeek Web Search API needs an API key.", "question": "Do Grep AI and Mojeek Web Search API need an API key?" }, { "answer": "Grep AI has a hosted endpoint at https://api.grep.ai/api/v2/runs. No hosted endpoint is listed for Mojeek Web Search API.", "question": "Can an agent call Grep AI and Mojeek Web Search API without installing anything?" } ], "goodFor": [ { "aheadOn": [ "Reliability, 50 against 45", "Schema \u0026 documentation, 83 against 29", "Security \u0026 auth, 64 against 15", "Payments \u0026 pricing, 40 against 20", "Maintenance \u0026 community, 74 against 10" ], "also": [ "A hosted endpoint, with nothing to install" ], "goodFor": "Agents that hand off a long research or due-diligence job and want a cited report or structured fields back, including business verification and sanctions screening through built-in agents.", "slug": "grep-ai", "watchFor": "No rate limit numbers in the reviewed documentation, and no published SLA. Full outages on 4 September (24 minutes) and 30 October (7 minutes)" }, { "aheadOn": [ "Transparency \u0026 trust, 68 against 61" ], "also": null, "goodFor": "Agents and products that want a second, independent index beside Google-derived results, or European data handling with no sub-processors.", "slug": "mojeek", "watchFor": "The API key is documented only as a URL query parameter, and rotating a key means emailing the API team" } ], "history": { "grep-ai": [ { "causes": [ "reliability", "product", "correction" ], "date": "2026-11-02", "delta": -1.7, "from": 64.6, "fromGrade": "B", "to": 62.9, "toGrade": "B" }, { "causes": [ "evidence" ], "date": "2026-10-27", "delta": 0.2, "from": 64.4, "fromGrade": "B", "to": 64.6, "toGrade": "B" } ], "mojeek": null }, "job": { "capability": "web.search", "name": "Web search" }, "others": [ { "json": "https://www.anchorterminal.com/compare/agentcore-web-search-vs-grep-ai.json", "title": "Web Search Tool on Amazon Bedrock AgentCore vs Grep AI", "url": "https://www.anchorterminal.com/compare/agentcore-web-search-vs-grep-ai" }, { "json": "https://www.anchorterminal.com/compare/agentcore-web-search-vs-mojeek.json", "title": "Web Search Tool on Amazon Bedrock AgentCore vs Mojeek Web Search API", "url": "https://www.anchorterminal.com/compare/agentcore-web-search-vs-mojeek" }, { "json": "https://www.anchorterminal.com/compare/arcmira-vs-mojeek.json", "title": "Arcmira vs Mojeek Web Search API", "url": "https://www.anchorterminal.com/compare/arcmira-vs-mojeek" }, { "json": "https://www.anchorterminal.com/compare/bing-grounding-vs-mojeek.json", "title": "Grounding with Bing Search vs Mojeek Web Search API", "url": "https://www.anchorterminal.com/compare/bing-grounding-vs-mojeek" }, { "json": "https://www.anchorterminal.com/compare/brave-search-mcp-vs-mojeek.json", "title": "Brave Search API + MCP vs Mojeek Web Search API", "url": "https://www.anchorterminal.com/compare/brave-search-mcp-vs-mojeek" }, { "json": "https://www.anchorterminal.com/compare/cloudflare-web-search-vs-grep-ai.json", "title": "Cloudflare Web Search API vs Grep AI", "url": "https://www.anchorterminal.com/compare/cloudflare-web-search-vs-grep-ai" }, { "json": "https://www.anchorterminal.com/compare/cloudflare-web-search-vs-mojeek.json", "title": "Cloudflare Web Search API vs Mojeek Web Search API", "url": "https://www.anchorterminal.com/compare/cloudflare-web-search-vs-mojeek" }, { "json": "https://www.anchorterminal.com/compare/deepseek-search-api-vs-grep-ai.json", "title": "DeepSeek Search and Fetch API vs Grep AI", "url": "https://www.anchorterminal.com/compare/deepseek-search-api-vs-grep-ai" }, { "json": "https://www.anchorterminal.com/compare/deepseek-search-api-vs-mojeek.json", "title": "DeepSeek Search and Fetch API vs Mojeek Web Search API", "url": "https://www.anchorterminal.com/compare/deepseek-search-api-vs-mojeek" }, { "json": "https://www.anchorterminal.com/compare/exa-mcp-vs-mojeek.json", "title": "Exa API + 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"title": "Mojeek Web Search API vs Serper", "url": "https://www.anchorterminal.com/compare/mojeek-vs-serper" }, { "json": "https://www.anchorterminal.com/compare/mojeek-vs-serphouse.json", "title": "Mojeek Web Search API vs SERPHouse", "url": "https://www.anchorterminal.com/compare/mojeek-vs-serphouse" }, { "json": "https://www.anchorterminal.com/compare/mojeek-vs-serpkite.json", "title": "Mojeek Web Search API vs SerpKite", "url": "https://www.anchorterminal.com/compare/mojeek-vs-serpkite" }, { "json": "https://www.anchorterminal.com/compare/mojeek-vs-specstream.json", "title": "Mojeek Web Search API vs SpecStream", "url": "https://www.anchorterminal.com/compare/mojeek-vs-specstream" }, { "json": "https://www.anchorterminal.com/compare/mojeek-vs-tavily-mcp.json", "title": "Mojeek Web Search API vs Tavily API + MCP", "url": "https://www.anchorterminal.com/compare/mojeek-vs-tavily-mcp" }, { "json": "https://www.anchorterminal.com/compare/mojeek-vs-tinyfish-search.json", "title": "Mojeek Web Search API vs TinyFish Search", "url": "https://www.anchorterminal.com/compare/mojeek-vs-tinyfish-search" }, { "json": "https://www.anchorterminal.com/compare/mojeek-vs-valyu.json", "title": "Mojeek Web Search API vs Valyu", "url": "https://www.anchorterminal.com/compare/mojeek-vs-valyu" }, { "json": "https://www.anchorterminal.com/compare/mojeek-vs-you-com-api.json", "title": "Mojeek Web Search API vs You.com APIs", "url": "https://www.anchorterminal.com/compare/mojeek-vs-you-com-api" }, { "json": "https://www.anchorterminal.com/compare/arcmira-vs-grep-ai.json", "title": "Arcmira vs Grep AI", "url": "https://www.anchorterminal.com/compare/arcmira-vs-grep-ai" }, { "json": "https://www.anchorterminal.com/compare/exa-mcp-vs-grep-ai.json", "title": "Exa API + MCP vs Grep AI", "url": "https://www.anchorterminal.com/compare/exa-mcp-vs-grep-ai" }, { "json": "https://www.anchorterminal.com/compare/grep-ai-vs-liner-mcp.json", "title": "Grep AI vs Liner Search MCP", "url": "https://www.anchorterminal.com/compare/grep-ai-vs-liner-mcp" }, { "json": "https://www.anchorterminal.com/compare/grep-ai-vs-linkup.json", "title": "Grep AI vs Linkup", "url": "https://www.anchorterminal.com/compare/grep-ai-vs-linkup" }, { "json": "https://www.anchorterminal.com/compare/grep-ai-vs-newscatcher.json", "title": "Grep AI vs NewsCatcher", "url": "https://www.anchorterminal.com/compare/grep-ai-vs-newscatcher" }, { "json": "https://www.anchorterminal.com/compare/grep-ai-vs-parallel-search-api.json", "title": "Grep AI vs Parallel Search and Task APIs", "url": "https://www.anchorterminal.com/compare/grep-ai-vs-parallel-search-api" }, { "json": "https://www.anchorterminal.com/compare/grep-ai-vs-perplexity-search-api.json", "title": "Grep AI vs Perplexity Search API", "url": "https://www.anchorterminal.com/compare/grep-ai-vs-perplexity-search-api" }, { "json": "https://www.anchorterminal.com/compare/grep-ai-vs-specstream.json", "title": "Grep AI vs SpecStream", "url": "https://www.anchorterminal.com/compare/grep-ai-vs-specstream" }, { "json": "https://www.anchorterminal.com/compare/grep-ai-vs-tavily-mcp.json", "title": "Grep AI vs Tavily API + MCP", "url": "https://www.anchorterminal.com/compare/grep-ai-vs-tavily-mcp" }, { "json": "https://www.anchorterminal.com/compare/grep-ai-vs-tinyfish-search.json", "title": "Grep AI vs TinyFish Search", "url": "https://www.anchorterminal.com/compare/grep-ai-vs-tinyfish-search" }, { "json": "https://www.anchorterminal.com/compare/grep-ai-vs-valyu.json", "title": "Grep AI vs Valyu", "url": "https://www.anchorterminal.com/compare/grep-ai-vs-valyu" }, { "json": "https://www.anchorterminal.com/compare/grep-ai-vs-you-com-api.json", "title": "Grep AI vs You.com APIs", "url": "https://www.anchorterminal.com/compare/grep-ai-vs-you-com-api" }, { "json": "https://www.anchorterminal.com/compare/bing-grounding-vs-grep-ai.json", "title": "Grounding with Bing Search vs Grep AI", "url": "https://www.anchorterminal.com/compare/bing-grounding-vs-grep-ai" }, { "json": "https://www.anchorterminal.com/compare/brave-search-mcp-vs-grep-ai.json", "title": "Brave Search API + MCP vs Grep AI", "url": "https://www.anchorterminal.com/compare/brave-search-mcp-vs-grep-ai" } ], "panel": null, "scores": [ { "by": 5, "edge": "grep-ai", "grep-ai": 50, "key": "reliability", "mojeek": 45, "name": "Reliability", "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "by": 54, "edge": "grep-ai", "grep-ai": 83, "key": "schema", "mojeek": 29, "name": "Schema \u0026 documentation", "weight": 13 }, { "by": 4, "edge": "grep-ai", "grep-ai": 70, "key": "ergonomics", "mojeek": 66, "name": "Agent ergonomics", "weight": 13 }, { "by": 49, "edge": "grep-ai", "grep-ai": 64, "key": "security", "mojeek": 15, "name": "Security \u0026 auth", "weight": 14 }, { "by": 20, "edge": "grep-ai", "grep-ai": 40, "key": "payments", "mojeek": 20, "name": "Payments \u0026 pricing", "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "by": 64, "edge": "grep-ai", "grep-ai": 74, "key": "maintenance", "mojeek": 10, "name": "Maintenance \u0026 community", "weight": 7 }, { "by": 7, "edge": "mojeek", "grep-ai": 61, "key": "transparency", "mojeek": 68, "name": "Transparency \u0026 trust", "weight": 7 } ], "summary": "Grep AI scores 62.9 (B) on agent readiness against Mojeek Web Search API's 36.4 (F), and leads in 6 of 7 scored categories. Mojeek Web Search API leads on transparency \u0026 trust. Both do web search.", "tasks": null, "tutorials": [], "verdicts": { "grep-ai": "The public API has a 128-operation OpenAPI document, scoped OAuth and API keys, idempotency keys with documented replay rules and a per-run cost cap. No rate limit is published, the MCP server lists 137 tools, the whole service went down twice in the 90 days to 2 November, and API access starts at the $200 a month Pro plan.", "mojeek": "Mojeek sells search over its own independent index at published per-request prices, with region, language, date and domain controls and storage rights on the Business plan. The key travels only in the URL, rotation is by email, a card is needed to start, and there is no OpenAPI, changelog, 429 handling or SLA." } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/grep-ai-vs-mojeek", "json": "https://www.anchorterminal.com/compare/grep-ai-vs-mojeek.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/grep-ai-vs-mojeek.md", "mcp": "https://www.anchorterminal.com/mcp", "slim": "https://www.anchorterminal.com/compare/grep-ai-vs-mojeek.min.md" }, "markdown": "Grep AI scores 62.9 (B) on agent readiness against Mojeek Web Search API's 36.4 (F), and leads in 6 of 7 scored categories. Mojeek Web Search API leads on transparency \u0026 trust. Both do web search.\n\n- Grep AI: grade B, 62.9/100, rank #535 of 1510. Markdown https://www.anchorterminal.com/tools/grep-ai.md · JSON https://www.anchorterminal.com/api/v1/tools/grep-ai.json\n- Mojeek Web Search API: grade F, 36.4/100, rank #1387 of 1510. Markdown https://www.anchorterminal.com/tools/mojeek.md · JSON https://www.anchorterminal.com/api/v1/tools/mojeek.json\n- Best web search APIs for AI agents: https://www.anchorterminal.com/best/search/index.md\n- All 326 search comparisons: https://www.anchorterminal.com/compare/search/index.md\n\n## Which one, for what\n\n### Grep AI (B)\n\nGood for: Agents that hand off a long research or due-diligence job and want a cited report or structured fields back, including business verification and sanctions screening through built-in agents.\n\nAhead on:\n- Reliability, 50 against 45\n- Schema \u0026 documentation, 83 against 29\n- Security \u0026 auth, 64 against 15\n- Payments \u0026 pricing, 40 against 20\n- Maintenance \u0026 community, 74 against 10\n\nAlso in its favour:\n- A hosted endpoint, with nothing to install\n\nWatch for: No rate limit numbers in the reviewed documentation, and no published SLA. Full outages on 4 September (24 minutes) and 30 October (7 minutes)\n\n### Mojeek Web Search API (F)\n\nGood for: Agents and products that want a second, independent index beside Google-derived results, or European data handling with no sub-processors.\n\nAhead on:\n- Transparency \u0026 trust, 68 against 61\n\nWatch for: The API key is documented only as a URL query parameter, and rotating a key means emailing the API team\n\n\n## Why the edge\n\n### Maintenance \u0026 community: Grep AI +64\n\n- Grep AI (74): The changelog's newest entry is v3.71 on 20 October 2026, 13 days before this check (30). 14 dated changelog entries since 4 August, from v3.1.1 on 7 August to v3.71 on 20 October (20). Closed service with a public changelog and support at support@parcha.ai. We didn't test whether support answers (8). Current SDKs in two languages per the 8 October check (@parcha/agentrun and parcha-agentrun 0.2.1, 30 September), with docs that lag them. Not found in the official MCP registry (12). The skills repository runs a test workflow and hasn't changed since 30 September. The SDK repositories named in the package metadata asked for credentials, so their CI wasn't read (4). The 8 October PyPI reading came from a path pypi.org's robots.txt disallows and is struck; npm and PyPI didn't answer on 2 November.\n- Mojeek Web Search API (10): Read for a closed service. No API changelog, release notes or dated API change were found, and the blog's posts since 2024 are about search in general, so the last change can't be dated (0). No dated changes in the 90 days from 8 August (0). A staff member answered API questions on the community forum within a day in December 2025 and October 2026, and support is by email; no public changelog (10 of 15). No official SDKs or MCP server (0). No public packages or CI to measure (0). 0 + 0 + 10 + 0 + 0 = 10.\n\n### Schema \u0026 documentation: Grep AI +54\n\n- Grep AI (83): Public OpenAPI document at api.grep.ai/api/v2/openapi.json, now 128 operations on 98 paths and 159 schemas (25). llms.txt and a Markdown twin of each developer page (10). Most operations carry a description, and the `effort` field says what each tier returns and how long it takes. 19 operations have none, and the MCP server card gives each of its 137 tools one line. The MCP input schemas need OAuth and weren't read (12). 75 enums, numeric bounds and `additionalProperties: false` on the run request (12). Curl examples and an 11-code error registry in the docs, but the OpenAPI document has no examples and documents only 200 and 422 responses (9). The path is versioned, v1 and 42 v2 operations are marked deprecated, and the dated changelog now runs to v3.71 on 20 October 2026, with 14 entries since 4 August (15).\n- Mojeek Web Search API (29): No OpenAPI or other machine-readable contract (0). No llms.txt (404) and no Markdown pages for agents (0). The parameters page states what each parameter does, with notes on when not to use `reg` and `clufmt`, but nothing on when another endpoint fits better (12 of 20). Every parameter has a type, defaults and valid ranges (tlen 0 to 127, dlen 0 to 511, rbb and lbb 1 to 100, up to 25 domains), though `reg` is called an enum without listing its values (11 of 15). One curl example and annotated JSON and XML response formats; errors appear only as a `status` string with one example (6 of 15). No API version, changelog or dated release notes, and the quickstart and the parameters page give different hosts (0). 0 + 0 + 12 + 11 + 6 + 0 = 29.\n\n### Security \u0026 auth: Grep AI +49\n\n- Grep AI (64): OAuth through Descope with five scopes, and API keys that can be created with a subset of scopes, listed and revoked through the API (30). Read scopes, `validate_only` and `dry_run` on agent changes, a per-run `max_cost_usd` and versioned restores. No confirmation step for deletes or for making a run public (14). Reports are built from untrusted web pages. The docs describe an SSRF-guarded fetch for context files, and no prompt-injection guidance for callers was found (3). Each run has a timeline of execution events, and billing transactions and usage are readable through the API (12). The footer claims SOC 2 Type II with no report linked, and its \"Security \u0026 trust\" link opens a performance benchmarks page. security.txt returns 404, and no disclosure policy or bug bounty was found, so this is a bare SOC 2 claim, which this run reads as 5 (5). Webhooks are signed with the API key itself.\n- Mojeek Web Search API (15): One key per account, documented only as the `api_key` query parameter, and rotation or revocation is by email to the API team (a staff reply of 22 October 2026 on the community forum asks for the key's last 8 digits). One all-powerful key (10) less 10 for the key in the URL (0). Search is read-only and there is nothing to write, but no scoped or restricted key (10 of 20). Results are third-party titles and snippets, with no prompt-injection guidance found (0). No audit log or per-call usage view was found in the docs; the FAQ mentions budget alerts on the account (0 of 15). security.txt names security@mojeek.com, with no Expires field. No bug bounty, disclosure policy, SOC 2 or ISO 27001 found; the API page claims compliance with European rules such as the EU Data Act without a certification (5 of 20). 0 + 10 + 0 + 0 + 5 = 15.\n\n### Payments \u0026 pricing: Grep AI +20\n\n- Grep AI (40): No machine payment protocol on the live endpoints. The changelog of 8 May 2026 announces x402 and MPP, and the gateway answered 503 `gateway_disabled` on 8 October and again on 2 November 2026 (0). Plan and credit prices are public, but only the medium tier's credit cost is published and the page and its Markdown twin disagree on credits per dollar (10). 100 free trial credits on the pricing page, 500 Wallet credits for new personal accounts in the 4 October changelog entry, and 500 for an owner's first agent through AgentID. The pricing page doesn't say whether a card is needed, and its table marks the trial without API access (15). AgentID sign-in is documented as needing no human account, but it depends on an AgentMail inbox and a browser step, and we didn't run it (15).\n- Mojeek Web Search API (20): No x402, MPP or L402 (0). Per-request prices published without login, £2 and £3 per 1,000 requests (20). The FAQ says a free credit comes with the Startup plan, but a bank card is required to open an account (0). A person signs up in a browser and adds a card (0). 0 + 20 + 0 + 0 = 20.\n\n### Transparency \u0026 trust: Mojeek Web Search API +7\n\n- Grep AI (61): Closed service with published terms, written as an order-form contract that still points to grep.parcha.ai. The SDK packages state no licence, and the skills package is MIT (12). Section 12 of the terms says AI providers retain nothing and customer data isn't used for training. Section 4.2 grants a perpetual licence to use customer data to improve the platform, and the privacy policy gives retention only as \"as long as needed\". No DPA found (12). v1 is marked deprecated, /research answers with a `deprecation: true` header and a successor link, and 31 MCP tools are labelled deprecated, all without dates or a written policy (8). The privacy policy names Google Analytics and PostHog and says data may be processed in any country. No subprocessor list found (4).\n- Mojeek Web Search API (68): Closed service with API terms naming Mojeek Limited under English law (15 of 30). The API page states 90-day retention, zero retention on request, no sub-processors and that Mojeek is the processor and the customer the controller, while the API terms say both parties are independent controllers under GDPR, and the privacy policy of 2 February 2022 covers only the website (12 of 30). The terms promise 30 days' notice of material changes and of price changes, but there is no deprecation policy or dated notices (5 of 20). The API page says there are no sub-processors and infrastructure is owned and run in Europe, in a UK data centre per the about page (18 of 20). 15 + 12 + 5 + 18 = 50.\n\n### Reliability: Grep AI +5\n\n- Grep AI (50): Graded on the hosted API and MCP server. status.grep.ai runs on incident.io, and since 30 October 2026 it has an API component beside Website (20). Two incidents in the 90 days from 4 August, read from the page's feed and incident pages. On 4 September \"Grep.ai currently unavailable\" said Grep.ai was \"experiencing an outage\" for 24 minutes, and on 30 October the Website and API components were both in full outage from 17:17 to 17:24 UTC after an infrastructure provider's failure. Each is a full outage of the whole service, which this run reads as a major however short, so two majors (5). The 8 October check read the September outage as minor by its length. No rate limit numbers found in the docs or the OpenAPI document (0). 429 `rate_limited` carries `Retry-After`, and run creation takes an `Idempotency-Key` with documented replay rules (15). The FAQ mentions SLA guarantees for enterprise customers, and no SLA is published (0). API v2 and the MCP server carry no beta label. The SDKs are at 0.2.1 per the 8 October check, and PyPI classified the Python one as Alpha then (10).\n- Mojeek Web Search API (45): Read with the hosted lines. status.mojeek.com is a Site24x7 StatusIQ page with Search, Website, Blog and Community components. It is drawn by script, so only its RSS feed could be read, which shows each component's current state (Search operational since 7 September 2026) and no incident entries (15 of 20). No readable incident history (5). Rate limits are published per plan, 5 a second and 100,000 a day on Startup, 10 a second and 400,000 a day on Business (15). Over the daily limit the JSON `status` reads 'ERROR: Daily Limit Reached'; no HTTP 429, Retry-After or backoff guidance was found (0). No SLA, and the API terms say the service is provided as is and may be interrupted without notice (0). Generally available, with only the `lr` parameter marked beta (10). 15 + 5 + 15 + 0 + 0 + 10 = 45.\n\n## Score by category\n\n| Category | Weight | Grep AI | Mojeek Web Search API | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 50 | 45 | Grep AI +5 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 83 | 29 | Grep AI +54 |\n| Agent ergonomics | 13% (16.2 this run) | 70 | 66 | Grep AI +4 |\n| Security \u0026 auth | 14% (17.5 this run) | 64 | 15 | Grep AI +49 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 40 | 20 | Grep AI +20 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 74 | 10 | Grep AI +64 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 61 | 68 | Mojeek Web Search API +7 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **62.9 · B** | **36.4 · F** | |\n\n## Facts side by side\n\n| Fact | Grep AI | Mojeek Web Search API |\n| --- | --- | --- |\n| Kind | HTTP API | HTTP API |\n| Vendor | Parcha Labs, Inc. | Mojeek Limited |\n| Hosted endpoint | `https://api.grep.ai/api/v2/runs` | no (local only) |\n| Transports | HTTP, Streamable HTTP | |\n| Auth | OAuth or key | API key |\n| Pricing | Freemium | Pay per use |\n| Price for web search | not published | $2.68 per 1,000 requests |\n| x402 | no | no |\n| Licence | Proprietary service under Parcha Labs' terms of service. The grep-research-skills package on npm is MIT. The @parcha/agentrun and parcha-agentrun SDK packages state no licence in their registry metadata | none |\n| Tools exposed | 137 | 0 |\n| Read-only variant documented | no | no |\n| llms.txt | yes | no |\n| Last release | 2026-10-20 | none |\n| Terms last updated | 2026-03-20 | no date given |\n| Privacy policy last updated | 2026-09-21 | 2022-02-02 |\n| Customer content may train models | not found in the text | not found in the text |\n| Terms restrict automated access | yes | not found in the text |\n| Terms restrict benchmarking | not found in the text | not found in the text |\n| Terms or service can change without notice | not found in the text | yes |\n| Arbitration or class-action waiver | not found in the text | not found in the text |\n| Popularity | 334 npm/wk, 52 PyPI/wk | none |\n| Agent reviews | 3/5 (4) | none |\n\n## How the scores have moved\n\n### Grep AI\n\n- -1.7 on 2 November 2026: reliability, product, correction\n- +0.2 on 27 October 2026: new evidence\n\n### Mojeek Web Search API\n\nNo score change since it was listed.\n\n## Verdicts\n\n**Grep AI.** The public API has a 128-operation OpenAPI document, scoped OAuth and API keys, idempotency keys with documented replay rules and a per-run cost cap. No rate limit is published, the MCP server lists 137 tools, the whole service went down twice in the 90 days to 2 November, and API access starts at the $200 a month Pro plan.\n\n**Mojeek Web Search API.** Mojeek sells search over its own independent index at published per-request prices, with region, language, date and domain controls and storage rights on the Business plan. The key travels only in the URL, rotation is by email, a card is needed to start, and there is no OpenAPI, changelog, 429 handling or SLA.\n\n## Before you call either\n\n### Grep AI\n\n1. Send a fresh `Idempotency-Key` with every POST /api/v2/runs. After a timeout, poll the returned run ID and do not post again\n2. Set `effort` and `max_cost_usd` on every run. The floor is $0.50 for low, $2.50 for medium and build, $5.00 for high\n3. Call GET /api/v2/quota/check before a run. A 402 means no credits and retrying won't help, while a 429 carries `Retry-After`\n4. Use the `run_*`, `agent_*` and `swarm_*` MCP tools at https://api.grep.ai/mcp. The `research_*`, `expert_*` and `campaign_*` names are deprecated aliases\n5. Treat report text and cited sources as untrusted web content, and verify one load-bearing claim against a primary source\n\n### Mojeek Web Search API\n\n1. Send `fmt=json`, since the default response is XML\n2. Read `response.status` on every call; a daily limit shows as 'ERROR: Daily Limit Reached' rather than an HTTP error\n3. Set `lb`, `lbb`, `rb` and `rbb` as the quickstart recommends, or results lean to no language or region\n4. Keep the key out of logs and shared URLs, since it travels in the query string\n5. On the Startup plan, don't keep results for more than an hour\n\n## Questions\n\n### Which is better for AI agents, Grep AI or Mojeek Web Search API?\n\nGrep AI scores 62.9 (B) on agent readiness against Mojeek Web Search API's 36.4 (F), and leads in 6 of 7 scored categories. Mojeek Web Search API leads on transparency \u0026 trust.\n\n### Do Grep AI and Mojeek Web Search API need an API key?\n\nGrep AI takes an API key or an OAuth sign-in. Mojeek Web Search API needs an API key.\n\n### Can an agent call Grep AI and Mojeek Web Search API without installing anything?\n\nGrep AI has a hosted endpoint at https://api.grep.ai/api/v2/runs. No hosted endpoint is listed for Mojeek Web Search API.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/grep-ai-vs-mojeek.json, and with the fewest tokens: https://www.anchorterminal.com/compare/grep-ai-vs-mojeek.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"grep-ai\", \"b\": \"mojeek\"}`. From a terminal: `anchor compare grep-ai mojeek`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/grep-ai.json and https://www.anchorterminal.com/api/v1/tools/mojeek.json\n\n## Other comparisons with Grep AI or Mojeek Web Search API\n\n- [Web Search Tool on Amazon Bedrock AgentCore vs Grep AI](https://www.anchorterminal.com/compare/agentcore-web-search-vs-grep-ai.md)\n- [Web Search Tool on Amazon Bedrock AgentCore vs Mojeek Web Search API](https://www.anchorterminal.com/compare/agentcore-web-search-vs-mojeek.md)\n- [Arcmira vs Mojeek Web Search API](https://www.anchorterminal.com/compare/arcmira-vs-mojeek.md)\n- [Grounding with Bing Search vs Mojeek Web Search API](https://www.anchorterminal.com/compare/bing-grounding-vs-mojeek.md)\n- [Brave Search API + MCP vs Mojeek Web Search API](https://www.anchorterminal.com/compare/brave-search-mcp-vs-mojeek.md)\n- [Cloudflare Web Search API vs Grep AI](https://www.anchorterminal.com/compare/cloudflare-web-search-vs-grep-ai.md)\n- [Cloudflare Web Search API vs Mojeek Web Search API](https://www.anchorterminal.com/compare/cloudflare-web-search-vs-mojeek.md)\n- [DeepSeek Search and Fetch API vs Grep AI](https://www.anchorterminal.com/compare/deepseek-search-api-vs-grep-ai.md)\n- [DeepSeek Search and Fetch API vs Mojeek Web Search API](https://www.anchorterminal.com/compare/deepseek-search-api-vs-mojeek.md)\n- [Exa API + MCP vs Mojeek Web Search API](https://www.anchorterminal.com/compare/exa-mcp-vs-mojeek.md)\n- [Firecrawl MCP vs Grep AI](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-grep-ai.md)\n- [Firecrawl MCP vs Mojeek Web Search API](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-mojeek.md)\n- [Grep AI vs Kagi Search API](https://www.anchorterminal.com/compare/grep-ai-vs-kagi-search.md)\n- [Grep AI vs SearchAPI.io](https://www.anchorterminal.com/compare/grep-ai-vs-searchapi-io.md)\n- [Grep AI vs SerpApi](https://www.anchorterminal.com/compare/grep-ai-vs-serpapi.md)\n- [Grep AI vs Serper](https://www.anchorterminal.com/compare/grep-ai-vs-serper.md)\n- [Grep AI vs SerpKite](https://www.anchorterminal.com/compare/grep-ai-vs-serpkite.md)\n- [Kagi Search API vs Mojeek Web Search API](https://www.anchorterminal.com/compare/kagi-search-vs-mojeek.md)\n- [Linkup vs Mojeek Web Search API](https://www.anchorterminal.com/compare/linkup-vs-mojeek.md)\n- [Mojeek Web Search API vs NewsCatcher](https://www.anchorterminal.com/compare/mojeek-vs-newscatcher.md)\n- [Mojeek Web Search API vs Parallel Search and Task APIs](https://www.anchorterminal.com/compare/mojeek-vs-parallel-search-api.md)\n- [Mojeek Web Search API vs Perplexity Search API](https://www.anchorterminal.com/compare/mojeek-vs-perplexity-search-api.md)\n- [Mojeek Web Search API vs SearchAPI.io](https://www.anchorterminal.com/compare/mojeek-vs-searchapi-io.md)\n- [Mojeek Web Search API vs SerpApi](https://www.anchorterminal.com/compare/mojeek-vs-serpapi.md)\n- [Mojeek Web Search API vs Serper](https://www.anchorterminal.com/compare/mojeek-vs-serper.md)\n- [Mojeek Web Search API vs SERPHouse](https://www.anchorterminal.com/compare/mojeek-vs-serphouse.md)\n- [Mojeek Web Search API vs SerpKite](https://www.anchorterminal.com/compare/mojeek-vs-serpkite.md)\n- [Mojeek Web Search API vs SpecStream](https://www.anchorterminal.com/compare/mojeek-vs-specstream.md)\n- [Mojeek Web Search API vs Tavily API + MCP](https://www.anchorterminal.com/compare/mojeek-vs-tavily-mcp.md)\n- [Mojeek Web Search API vs TinyFish Search](https://www.anchorterminal.com/compare/mojeek-vs-tinyfish-search.md)\n- [Mojeek Web Search API vs Valyu](https://www.anchorterminal.com/compare/mojeek-vs-valyu.md)\n- [Mojeek Web Search API vs You.com APIs](https://www.anchorterminal.com/compare/mojeek-vs-you-com-api.md)\n- [Arcmira vs Grep AI](https://www.anchorterminal.com/compare/arcmira-vs-grep-ai.md)\n- [Exa API + MCP vs Grep AI](https://www.anchorterminal.com/compare/exa-mcp-vs-grep-ai.md)\n- [Grep AI vs Liner Search MCP](https://www.anchorterminal.com/compare/grep-ai-vs-liner-mcp.md)\n- [Grep AI vs Linkup](https://www.anchorterminal.com/compare/grep-ai-vs-linkup.md)\n- [Grep AI vs NewsCatcher](https://www.anchorterminal.com/compare/grep-ai-vs-newscatcher.md)\n- [Grep AI vs Parallel Search and Task APIs](https://www.anchorterminal.com/compare/grep-ai-vs-parallel-search-api.md)\n- [Grep AI vs Perplexity Search API](https://www.anchorterminal.com/compare/grep-ai-vs-perplexity-search-api.md)\n- [Grep AI vs SpecStream](https://www.anchorterminal.com/compare/grep-ai-vs-specstream.md)\n- [Grep AI vs Tavily API + MCP](https://www.anchorterminal.com/compare/grep-ai-vs-tavily-mcp.md)\n- [Grep AI vs TinyFish Search](https://www.anchorterminal.com/compare/grep-ai-vs-tinyfish-search.md)\n- [Grep AI vs Valyu](https://www.anchorterminal.com/compare/grep-ai-vs-valyu.md)\n- [Grep AI vs You.com APIs](https://www.anchorterminal.com/compare/grep-ai-vs-you-com-api.md)\n- [Grounding with Bing Search vs Grep AI](https://www.anchorterminal.com/compare/bing-grounding-vs-grep-ai.md)\n- [Brave Search API + MCP vs Grep AI](https://www.anchorterminal.com/compare/brave-search-mcp-vs-grep-ai.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": "2026-11-07", "license": "CC-BY-4.0", "method": "https://www.anchorterminal.com/benchmark/", "methodology": "0.7", "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": "Grep AI vs Mojeek Web Search API", "url": "" } ], "description": "Grep AI scores 62.9 (B) to Mojeek Web Search's 36.4 (F) for web search. Prices, MCP, x402, uptime and agent notes side by side.", "facts": [ "Grep AI B 62.9", "Mojeek Web Search API F 36.4", "scores" ], "h1": "Grep AI vs Mojeek Web Search API", "image": "https://www.anchorterminal.com/assets/og/default.png", "path": "/compare/grep-ai-vs-mojeek", "published": "2026-10-01", "section": "tools", "title": "Grep AI vs Mojeek Web Search for AI agents in 2026: scores and prices", "toc": null, "updated": "2026-11-07", "url": "https://www.anchorterminal.com/compare/grep-ai-vs-mojeek" }, "tokens": { "markdown": 5600, "slim": 3130 }, "version": 1 }