{ "data": { "a": { "slug": "guru", "name": "Guru", "vendor": "Guru Technologies, Inc.", "vendorUrl": "https://www.getguru.com", "kind": "http-api", "category": "company-knowledge", "summary": "Hosted knowledge platform from Guru Technologies, Inc. in Philadelphia.", "url": "https://www.anchorterminal.com/tools/guru", "markdownUrl": "https://www.anchorterminal.com/tools/guru.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/guru.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/guru.json", "repo": "https://github.com/guruhq/remote-mcp-server", "license": "Proprietary hosted service under Guru's terms of service. The Python SDK (guruhq/guru-py-sdk) is MIT, and the MCP server's public repository holds only a README and server.json", "transports": [ "http", "streamable-http" ], "remoteUrl": "https://mcp.api.getguru.com/mcp", "packages": [], "auth": "mixed", "authNotes": "MCP clients sign in with OAuth. Some popular clients are pre-approved and others need Guru Support to allowlist them, and no scopes are documented. Without OAuth, the MCP server takes `Authorization: Bearer EMAIL:TOKEN`. The REST API takes basic auth with the user's email and a token. User tokens read and write with the user's own permissions, and collection tokens are read-only and limited to one collection. The developer docs also have pages on OAuth2 clients and impersonation tokens.", "pricing": "paid", "pricingNotes": "getguru.com/pricing shows no plans or prices and sends every visitor to sales, describing the price as tailored to the organisation. We found no free plan or trial on the pricing or home pages. The terms say AI use is subject to usage limits and overage fees set in each order (checked 2026-10-03).", "priceSummary": "Paid", "where": "hosted", "x402": { "level": "no", "evidence": "No x402, MPP or L402 in the developer docs, the help centre MCP article or the pricing page (checked 2026-10-03).", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": null, "npmWeekly": null, "pypiWeekly": null, "asOf": "2026-10-03" }, "docsUrl": "https://developer.getguru.com/docs/guru-mcp-server-overview", "llmsTxt": "https://developer.getguru.com/llms.txt", "openapi": "https://raw.githubusercontent.com/guruhq/guru-py-sdk/main/swagger/swagger.json", "registryName": "com.getguru/mcp-server", "capabilities": [ "knowledge.search", "work.docs" ], "tags": [ "hosted", "closed-source", "official", "mcp", "oauth", "openapi", "llms-txt", "python", "enterprise", "status-page" ], "graded": true, "anchor": { "graded": true, "score": 45.1, "grade": "E", "agentReady": false, "rank": 1018, "ranked": true, "rankOf": 1197, "categoryRank": 13, "methodology": "0.6", "run": "2026-10-01", "scores": { "ergonomics": 48, "maintenance": 46, "payments": 0, "reliability": 48, "schema": 58, "security": 52, "transparency": 59 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-03" }, "negative": 0, "verdict": "Hosted MCP server at https://mcp.api.getguru.com/mcp, registered as com.getguru/mcp-server in the official MCP registry. No public prices, plans or trial, and the pricing page sends everyone to sales.", "bestFor": "Companies already running Guru that want agents to answer from verified cards with each user's permissions, and to draft card changes.", "strengths": [ "Hosted MCP server at https://mcp.api.getguru.com/mcp, registered as com.getguru/mcp-server in the official MCP registry", "Every MCP and API call keeps the signed-in user's Guru permissions, and collection tokens are read-only and limited to one collection", "Swagger 2.0 file of 251 operations in Guru's Python SDK repository, plus llms.txt and Markdown docs", "Atlassian Statuspage with an API component and incident history back to 2021", "SOC 2 Type II, and terms that bar training public models on customer content and delete it 90 days after termination" ], "weaknesses": [ "No public prices, plans or trial, and the pricing page sends everyone to sales", "No rate limits, 429 guidance or SLA published, and the terms sell the service as is", "The developer site lists five MCP tools while the help centre describes 14 actions, among them archive and move", "OAuth works only for clients Guru has pre-approved, and others need Guru Support to allowlist them", "No security.txt, disclosure policy or bug bounty, and the help centre's release notes stop at April 2026" ], "agentNotes": [ "Ask the person for a Guru account. There's no trial or keyless route, and OAuth needs a pre-approved client", "Send `Authorization: Bearer email:token` to the MCP server when OAuth isn't available, and basic auth to https://api.getguru.com/api/v1/", "Use a collection token for read-only work. User tokens write with the user's full rights", "Follow the `Link` header to page REST search results. Each page holds at most 50 cards", "Confirm with a person before archiving or moving cards. Guru documents no confirmation step" ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 2, "avgRating": 2, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "E", "methodology": "0.6", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 45.1 } ], "editorialScores": { "ergonomics": 48, "maintenance": 46, "payments": 0, "reliability": 48, "schema": 58, "security": 52, "transparency": 47 }, "provenanceScore": 70, "checked": { "categories": { "ergonomics": "2026-10-03", "maintenance": "2026-10-03", "payments": "2026-10-03", "reliability": "2026-10-03", "schema": "2026-10-03", "security": "2026-10-03", "transparency": "2026-10-03" }, "last": "2026-10-03", "lastMoved": "2026-10-08", "oldest": "2026-10-03", "stale": false, "staleAfterDays": 90 } }, "connect": { "http": "curl -u $GURU_USER:$GURU_TOKEN https://api.getguru.com/api/v1/teams -D -", "config": { "mcpServers": { "guru": { "type": "http", "url": "https://mcp.api.getguru.com/mcp" } } } }, "letme": { "capability": "https://letme.dev/knowledge.search", "tool": "https://letme.dev/guru" }, "area": "business", "provenance": { "legalEntity": "Guru Technologies, Inc.", "domain": "getguru.com", "domainRegistered": "", "endpointOnVendorDomain": true, "terms": "https://www.getguru.com/terms-of-service", "privacy": "https://www.getguru.com/privacy", "statusPage": "https://status.getguru.com", "changelog": "https://help.getguru.com/docs/guru-release-notes", "securityTxt": "none", "checked": "2026-10-03", "notes": [ "The terms (last updated 25 March 2026) name Guru Technologies, Inc., 111 S Independence Mall East, Suite 960, Philadelphia, PA 19106.", "getguru.com/.well-known/security.txt returns 404, and the security page names no disclosure route.", "The help centre's release notes for 2026 stop at April. The developer changelog at developer.getguru.com/changelog has four undated entries." ], "score": 70 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/guru.json", "live": { "slug": "guru", "probe": { "target": "https://mcp.api.getguru.com/mcp", "method": "get", "lastAt": "2026-10-21T23:21:45.958965741Z", "lastOk": true, "lastStatus": 401, "lastMs": 435, "lastNote": "asks for credentials", "authRequired": true, "uptime24h": 100, "uptime30d": 100, "p50ms24h": 447, "p95ms24h": 504, "samples24h": 250, "samples30d": 4666, "days": [ { "date": "2026-10-03", "probes": 54, "ok": 54 }, { "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.getguru.com", "indicator": "none", "summary": "All Systems Operational", "checkedAt": "2026-10-21T23:23:12.411013791Z" }, "versions": [ { "registry": "mcp-registry", "name": "com.getguru/mcp-server", "version": "1.0.2", "seenAt": "2026-10-21T07:58:56.787644688Z" } ], "githubStars": 1, "securityTxt": { "url": "https://getguru.com/.well-known/security.txt", "state": "none", "checkedAt": "2026-10-21T15:58:27.658937266Z" }, "llmsTxt": { "url": "https://developer.getguru.com/llms.txt", "ok": true, "status": 200, "checkedAt": "2026-10-21T14:34:04.313115809Z" }, "domain": { "domain": "getguru.com", "registered": "2010-02-26", "source": "https://rdap.verisign.com/com/v1/domain/getguru.com", "checkedAt": "2026-10-18T13:39:00.680173424Z" }, "pages": [ { "url": "https://help.getguru.com/docs/guru-release-notes", "kind": "changelog", "status": 200, "checkedAt": "2026-10-21T00:49:46.435704139Z", "changedAt": "2026-10-12T19:52:51.469613907Z", "fingerprint": "90f4815feb80" }, { "url": "https://www.getguru.com/privacy", "kind": "privacy", "status": 304, "checkedAt": "2026-10-21T01:02:29.36604618Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "0aedb1072851" }, { "url": "https://www.getguru.com/terms-of-service", "kind": "terms", "status": 200, "checkedAt": "2026-10-21T01:02:31.387573888Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "8bf342dea25e" } ], "github": { "repo": "guruhq/remote-mcp-server", "checkedAt": "2026-10-19T06:15:50.997085068Z", "stars": 1, "archived": false, "issuesEnabled": true, "pushedAt": "2026-01-13T15:14:42Z", "openIssues": 1, "openPRs": 0, "issuesOpened90d": 0, "issuesClosed90d": 0, "prsMerged90d": 0, "replies": { "sampled": 1, "unanswered": 1 } }, "updatedAt": "2026-10-21T23:23:12.411013791Z" } }, "answer": "Guru scores 45.1 (E) on agent readiness against Procore AI Go's 24.4 (F), and leads in 6 of 7 scored categories.", "b": { "slug": "procore-ai-go", "name": "Procore AI Go", "vendor": "Procore Technologies, Inc.", "vendorUrl": "https://v2.support.procore.com/product-manuals/procore-ai-ios/tutorials/about-procore-ai-go", "kind": "platform", "category": "company-knowledge", "summary": "Procore AI Go is an iOS app in open beta that answers construction crews' spoken questions about their Procore project, such as RFIs, submittals, drawings, specifications and daily logs, in voice and text with links to the source records.", "url": "https://www.anchorterminal.com/tools/procore-ai-go", "markdownUrl": "https://www.anchorterminal.com/tools/procore-ai-go.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/procore-ai-go.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/procore-ai-go.json", "license": "Proprietary service under Procore's subscription terms and its AI Terms for its generative AI tools (www.procore.com/legal). Both pages draw their text by script and weren't read. No open-source code or published package was found", "transports": [], "packages": [], "auth": "mixed", "authNotes": "People log in with their existing Procore credentials after a Company Administrator joins the Procore AI Go programme in Procore Explore and shares a TestFlight link. Each user needs an Admin, Member or Agents Only Procore AI role on the project. No API key, OAuth scope, webhook or MCP tool for Procore AI Go was found.", "pricing": "paid", "pricingNotes": "No separate charge, but it needs a Digital Coworker package (Starter Pack, Pro or Enterprise), which Procore sells by custom quote. Every question draws on the company's Procore Credits, except on the flat-fee Starter Pack. No published price or trial.", "priceSummary": "Paid", "where": "local", "x402": { "level": "no", "evidence": "No x402, MPP or L402 in the 21 October 2026 press release, the Procore AI Go support articles, the credits FAQ or the pricing page (checked 2026-10-21). Procore AI Go has no callable endpoint.", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": null, "npmWeekly": null, "pypiWeekly": null, "asOf": "2026-10-21" }, "docsUrl": "https://v2.support.procore.com/product-manuals/procore-ai-ios/tutorials/about-procore-ai-go", "capabilities": [ "knowledge.search", "voice.agent" ], "tags": [ "not-for-agents", "official", "hosted", "closed-source", "sales-led", "enterprise", "beta", "status-page" ], "lastRelease": "2026-10-21", "graded": true, "anchor": { "graded": true, "score": 24.4, "grade": "F", "agentReady": false, "rank": 1133, "ranked": true, "rankOf": 1197, "categoryRank": 17, "methodology": "0.6", "run": "2026-10-01", "scores": { "ergonomics": 5, "maintenance": 35, "payments": 0, "reliability": 40, "schema": 9, "security": 39, "transparency": 48 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-21" }, "negative": 0, "verdict": "Procore AI Go lets crews on Procore's Digital Coworker packages ask spoken questions about drawings, RFIs, submittals and logs, with answers limited to records each user can already see and linked to the source. It is a read-only iOS beta through TestFlight, and no API or MCP tool reaches it, so an outside agent can't use it.", "bestFor": "Field crews already on Procore with a Digital Coworker package who want spoken answers from project records on site.", "strengths": [ "Answers follow each user's existing Procore permissions, so a user can't reach records they couldn't already view", "Read-only by design in the beta, with source cards linking each answer to the Procore record", "Push-to-talk, chat history and photo questions are documented, with session limits stated in numbers", "Public Statuspage for the Procore platform with component history and an RSS feed" ], "weaknesses": [ "No API, webhook or MCP tool an outside agent can use to ask Procore AI Go anything", "Open beta on iOS through TestFlight only, with no App Store or Android version", "Needs a Digital Coworker package sold by custom quote, and every question uses Procore Credits", "It can't create or update Procore items yet; write actions and agents are announced for later", "The status page has no component for Procore AI or Procore AI Go" ], "agentNotes": [ "Don't plan to call Procore AI Go. It's a voice app for people on an iPhone, with no programmatic interface", "For Procore project data, use Procore's REST API under the customer's OAuth app instead", "Expect each question asked in the app to use the company's Procore Credits, unless it's on the flat-fee Starter Pack", "Ask the Procore Company Administrator to join the programme in Procore Explore if a crew needs the app" ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 4, "avgRating": 1.8, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "F", "methodology": "0.6", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 24.4 } ], "editorialScores": { "ergonomics": 5, "maintenance": 35, "payments": 0, "reliability": 40, "schema": 9, "security": 39, "transparency": 16 }, "provenanceScore": 80, "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 } }, "letme": { "capability": "https://letme.dev/knowledge.search", "tool": "https://letme.dev/procore-ai-go" }, "area": "business", "provenance": { "legalEntity": "Procore Technologies, Inc.", "domain": "procore.com", "domainRegistered": "1998-01-27", "domainNote": "RDAP for procore.com gives a registration date of 1998-01-27.", "endpointOnVendorDomain": true, "terms": "https://www.procore.com/legal/ai-terms", "privacy": "https://www.procore.com/legal/privacy", "statusPage": "https://status.procore.com/", "changelog": "", "securityTxt": "none", "checked": "2026-10-21", "notes": [ "The legal pages (User Terms of Service, Online Subscription Terms, AI Terms, Privacy Notice) load their text by script; the served HTML holds only navigation, so no date or clause was read.", "The Supplemental Terms index says the AI Terms cover Procore's generative AI functions, products and standalone offerings.", "www.procore.com/.well-known/security.txt returns 404. www.procore.com/legal/security-vulnerability is the reporting page.", "No changelog for Procore AI Go was found. v2.support.procore.com/release-notes is disallowed by robots.txt and wasn't read." ], "score": 80 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/procore-ai-go.json", "live": { "slug": "procore-ai-go", "vendorStatus": { "page": "https://status.procore.com", "indicator": "none", "summary": "All Systems Operational", "checkedAt": "2026-10-21T23:23:38.318143949Z" }, "updatedAt": "2026-10-21T23:23:38.318143949Z" } }, "facts": [ { "a": "HTTP API", "b": "Platform", "name": "Kind" }, { "a": "Guru Technologies, Inc.", "b": "Procore Technologies, Inc.", "name": "Vendor" }, { "a": "https://mcp.api.getguru.com/mcp", "b": "no (local only)", "name": "Hosted endpoint" }, { "a": "HTTP, Streamable HTTP", "b": "", "name": "Transports" }, { "a": "OAuth or key", "b": "OAuth or key", "name": "Auth" }, { "a": "Paid", "b": "Paid", "name": "Pricing" }, { "a": "no", "b": "no", "name": "x402" }, { "a": "Proprietary hosted service under Guru's terms of service. The Python SDK (guruhq/guru-py-sdk) is MIT, and the MCP server's public repository holds only a README and server.json", "b": "Proprietary service under Procore's subscription terms and its AI Terms for its generative AI tools (www.procore.com/legal). Both pages draw their text by script and weren't read. No open-source code or published package was found", "name": "Licence" }, { "a": "yes", "b": "yes", "name": "Read-only variant documented" }, { "a": "yes", "b": "no", "name": "llms.txt" }, { "a": "com.getguru/mcp-server", "b": "not listed", "name": "MCP registry" }, { "a": "none", "b": "2026-10-21", "name": "Last release" }, { "a": "2026-03-25", "b": "", "name": "Terms last updated" }, { "a": "2025-08-19", "b": "", "name": "Privacy policy last updated" }, { "a": "not found in the text", "b": "", "name": "Customer content may train models" }, { "a": "not found in the text", "b": "", "name": "Terms restrict automated access" }, { "a": "yes", "b": "", "name": "Terms restrict benchmarking" }, { "a": "not found in the text", "b": "", "name": "Terms or service can change without notice" }, { "a": "not found in the text", "b": "", "name": "Arbitration or class-action waiver" }, { "a": "2/5 (2)", "b": "1.8/5 (4)", "name": "Agent reviews" } ], "faq": [ { "answer": "Guru scores 45.1 (E) on agent readiness against Procore AI Go's 24.4 (F), and leads in 6 of 7 scored categories.", "question": "Which is better for AI agents, Guru or Procore AI Go?" }, { "answer": "Guru has a hosted endpoint at https://mcp.api.getguru.com/mcp. No hosted endpoint is listed for Procore AI Go.", "question": "Can an agent call Guru and Procore AI Go without installing anything?" } ], "goodFor": [ { "aheadOn": [ "Reliability, 48 against 40", "Schema \u0026 documentation, 58 against 9", "Agent ergonomics, 48 against 5", "Security \u0026 auth, 52 against 39", "Maintenance \u0026 community, 46 against 35", "Transparency \u0026 trust, 59 against 48" ], "also": [ "A hosted endpoint, with nothing to install" ], "goodFor": "Companies already running Guru that want agents to answer from verified cards with each user's permissions, and to draft card changes.", "slug": "guru", "watchFor": "No public prices, plans or trial, and the pricing page sends everyone to sales" }, { "aheadOn": null, "also": null, "goodFor": "Field crews already on Procore with a Digital Coworker package who want spoken answers from project records on site.", "slug": "procore-ai-go", "watchFor": "No API, webhook or MCP tool an outside agent can use to ask Procore AI Go anything" } ], "job": { "capability": "knowledge.search", "name": "Company knowledge search" }, "others": [ { "json": "https://www.anchorterminal.com/compare/alation-vs-guru.json", "title": "Alation vs Guru", "url": "https://www.anchorterminal.com/compare/alation-vs-guru" }, { "json": "https://www.anchorterminal.com/compare/alation-vs-procore-ai-go.json", "title": "Alation vs Procore AI Go", "url": "https://www.anchorterminal.com/compare/alation-vs-procore-ai-go" }, { "json": "https://www.anchorterminal.com/compare/atlan-vs-guru.json", "title": "Atlan vs Guru", "url": "https://www.anchorterminal.com/compare/atlan-vs-guru" }, { "json": "https://www.anchorterminal.com/compare/atlan-vs-procore-ai-go.json", "title": "Atlan vs Procore AI Go", "url": "https://www.anchorterminal.com/compare/atlan-vs-procore-ai-go" }, { "json": "https://www.anchorterminal.com/compare/cohere-north-vs-guru.json", "title": "Cohere North vs Guru", "url": "https://www.anchorterminal.com/compare/cohere-north-vs-guru" }, { "json": "https://www.anchorterminal.com/compare/cohere-north-vs-procore-ai-go.json", "title": "Cohere North vs Procore AI Go", "url": "https://www.anchorterminal.com/compare/cohere-north-vs-procore-ai-go" }, { "json": "https://www.anchorterminal.com/compare/collibra-vs-guru.json", "title": "Collibra vs Guru", "url": "https://www.anchorterminal.com/compare/collibra-vs-guru" }, { "json": "https://www.anchorterminal.com/compare/collibra-vs-procore-ai-go.json", "title": "Collibra vs Procore AI Go", "url": "https://www.anchorterminal.com/compare/collibra-vs-procore-ai-go" }, { "json": "https://www.anchorterminal.com/compare/dust-vs-guru.json", "title": "Dust vs Guru", "url": "https://www.anchorterminal.com/compare/dust-vs-guru" }, { "json": "https://www.anchorterminal.com/compare/dust-vs-procore-ai-go.json", "title": "Dust vs Procore AI Go", "url": "https://www.anchorterminal.com/compare/dust-vs-procore-ai-go" }, { "json": "https://www.anchorterminal.com/compare/gemini-enterprise-vs-guru.json", "title": "Gemini Enterprise vs Guru", "url": "https://www.anchorterminal.com/compare/gemini-enterprise-vs-guru" }, { "json": "https://www.anchorterminal.com/compare/gemini-enterprise-vs-procore-ai-go.json", "title": "Gemini Enterprise vs Procore AI Go", "url": "https://www.anchorterminal.com/compare/gemini-enterprise-vs-procore-ai-go" }, { "json": "https://www.anchorterminal.com/compare/glean-vs-guru.json", "title": "Glean vs Guru", "url": "https://www.anchorterminal.com/compare/glean-vs-guru" }, { "json": "https://www.anchorterminal.com/compare/glean-vs-procore-ai-go.json", "title": "Glean vs Procore AI Go", "url": "https://www.anchorterminal.com/compare/glean-vs-procore-ai-go" }, { "json": "https://www.anchorterminal.com/compare/guru-vs-hexis.json", "title": "Guru vs Hexis Cloud", "url": "https://www.anchorterminal.com/compare/guru-vs-hexis" }, { "json": "https://www.anchorterminal.com/compare/guru-vs-onyx.json", "title": "Guru vs Onyx", "url": "https://www.anchorterminal.com/compare/guru-vs-onyx" }, { "json": "https://www.anchorterminal.com/compare/guru-vs-overclock.json", "title": "Guru vs Overclock", "url": "https://www.anchorterminal.com/compare/guru-vs-overclock" }, { "json": "https://www.anchorterminal.com/compare/guru-vs-secoda.json", "title": "Guru vs Secoda", "url": "https://www.anchorterminal.com/compare/guru-vs-secoda" }, { "json": "https://www.anchorterminal.com/compare/guru-vs-thought-industries-lens.json", "title": "Guru vs Lens (Thought Industries)", "url": "https://www.anchorterminal.com/compare/guru-vs-thought-industries-lens" }, { "json": "https://www.anchorterminal.com/compare/hexis-vs-procore-ai-go.json", "title": "Hexis Cloud vs Procore AI Go", "url": "https://www.anchorterminal.com/compare/hexis-vs-procore-ai-go" }, { "json": "https://www.anchorterminal.com/compare/onyx-vs-procore-ai-go.json", "title": "Onyx vs Procore AI Go", "url": "https://www.anchorterminal.com/compare/onyx-vs-procore-ai-go" }, { "json": "https://www.anchorterminal.com/compare/overclock-vs-procore-ai-go.json", "title": "Overclock vs Procore AI Go", "url": "https://www.anchorterminal.com/compare/overclock-vs-procore-ai-go" }, { "json": "https://www.anchorterminal.com/compare/procore-ai-go-vs-secoda.json", "title": "Procore AI Go vs Secoda", "url": "https://www.anchorterminal.com/compare/procore-ai-go-vs-secoda" }, { "json": "https://www.anchorterminal.com/compare/procore-ai-go-vs-thought-industries-lens.json", "title": "Procore AI Go vs Lens (Thought Industries)", "url": "https://www.anchorterminal.com/compare/procore-ai-go-vs-thought-industries-lens" }, { "json": "https://www.anchorterminal.com/compare/datahub-vs-guru.json", "title": "DataHub vs Guru", "url": "https://www.anchorterminal.com/compare/datahub-vs-guru" }, { "json": "https://www.anchorterminal.com/compare/guru-vs-marmot.json", "title": "Guru vs Marmot", "url": "https://www.anchorterminal.com/compare/guru-vs-marmot" }, { "json": "https://www.anchorterminal.com/compare/guru-vs-openmetadata.json", "title": "Guru vs OpenMetadata", "url": "https://www.anchorterminal.com/compare/guru-vs-openmetadata" } ], "scores": [ { "by": 8, "edge": "guru", "guru": 48, "key": "reliability", "name": "Reliability", "procore-ai-go": 40, "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "by": 49, "edge": "guru", "guru": 58, "key": "schema", "name": "Schema \u0026 documentation", "procore-ai-go": 9, "weight": 13 }, { "by": 43, "edge": "guru", "guru": 48, "key": "ergonomics", "name": "Agent ergonomics", "procore-ai-go": 5, "weight": 13 }, { "by": 13, "edge": "guru", "guru": 52, "key": "security", "name": "Security \u0026 auth", "procore-ai-go": 39, "weight": 14 }, { "by": 0, "edge": "", "guru": 0, "key": "payments", "name": "Payments \u0026 pricing", "procore-ai-go": 0, "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "by": 11, "edge": "guru", "guru": 46, "key": "maintenance", "name": "Maintenance \u0026 community", "procore-ai-go": 35, "weight": 7 }, { "by": 11, "edge": "guru", "guru": 59, "key": "transparency", "name": "Transparency \u0026 trust", "procore-ai-go": 48, "weight": 7 } ], "summary": "Guru scores 45.1 (E) on agent readiness against Procore AI Go's 24.4 (F), and leads in 6 of 7 scored categories. Both do company knowledge search.", "tutorials": [], "verdicts": { "guru": "Hosted MCP server at https://mcp.api.getguru.com/mcp, registered as com.getguru/mcp-server in the official MCP registry. No public prices, plans or trial, and the pricing page sends everyone to sales.", "procore-ai-go": "Procore AI Go lets crews on Procore's Digital Coworker packages ask spoken questions about drawings, RFIs, submittals and logs, with answers limited to records each user can already see and linked to the source. It is a read-only iOS beta through TestFlight, and no API or MCP tool reaches it, so an outside agent can't use it." } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/guru-vs-procore-ai-go", "json": "https://www.anchorterminal.com/compare/guru-vs-procore-ai-go.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/guru-vs-procore-ai-go.md", "mcp": "https://www.anchorterminal.com/mcp", "slim": "https://www.anchorterminal.com/compare/guru-vs-procore-ai-go.min.md" }, "markdown": "Guru scores 45.1 (E) on agent readiness against Procore AI Go's 24.4 (F), and leads in 6 of 7 scored categories. Both do company knowledge search.\n\n- Guru: grade E, 45.1/100, rank #1018 of 1197. Markdown https://www.anchorterminal.com/tools/guru.md · JSON https://www.anchorterminal.com/api/v1/tools/guru.json\n- Procore AI Go: grade F, 24.4/100, rank #1133 of 1197. Markdown https://www.anchorterminal.com/tools/procore-ai-go.md · JSON https://www.anchorterminal.com/api/v1/tools/procore-ai-go.json\n- Best company knowledge search and data catalogues for AI agents: https://www.anchorterminal.com/best/company-knowledge/index.md\n- All 112 knowledge comparisons: https://www.anchorterminal.com/compare/company-knowledge/index.md\n\n## Which one, for what\n\n### Guru (E)\n\nGood for: Companies already running Guru that want agents to answer from verified cards with each user's permissions, and to draft card changes.\n\nAhead on:\n- Reliability, 48 against 40\n- Schema \u0026 documentation, 58 against 9\n- Agent ergonomics, 48 against 5\n- Security \u0026 auth, 52 against 39\n- Maintenance \u0026 community, 46 against 35\n- Transparency \u0026 trust, 59 against 48\n\nAlso in its favour:\n- A hosted endpoint, with nothing to install\n\nWatch for: No public prices, plans or trial, and the pricing page sends everyone to sales\n\n### Procore AI Go (F)\n\nGood for: Field crews already on Procore with a Digital Coworker package who want spoken answers from project records on site.\n\nWatch for: No API, webhook or MCP tool an outside agent can use to ask Procore AI Go anything\n\n\n## Score by category\n\n| Category | Weight | Guru | Procore AI Go | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 48 | 40 | Guru +8 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 58 | 9 | Guru +49 |\n| Agent ergonomics | 13% (16.2 this run) | 48 | 5 | Guru +43 |\n| Security \u0026 auth | 14% (17.5 this run) | 52 | 39 | Guru +13 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 0 | 0 | even |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 46 | 35 | Guru +11 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 59 | 48 | Guru +11 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **45.1 · E** | **24.4 · F** | |\n\n## Facts side by side\n\n| Fact | Guru | Procore AI Go |\n| --- | --- | --- |\n| Kind | HTTP API | Platform |\n| Vendor | Guru Technologies, Inc. | Procore Technologies, Inc. |\n| Hosted endpoint | `https://mcp.api.getguru.com/mcp` | no (local only) |\n| Transports | HTTP, Streamable HTTP | |\n| Auth | OAuth or key | OAuth or key |\n| Pricing | Paid | Paid |\n| x402 | no | no |\n| Licence | Proprietary hosted service under Guru's terms of service. The Python SDK (guruhq/guru-py-sdk) is MIT, and the MCP server's public repository holds only a README and server.json | Proprietary service under Procore's subscription terms and its AI Terms for its generative AI tools (www.procore.com/legal). Both pages draw their text by script and weren't read. No open-source code or published package was found |\n| Read-only variant documented | yes | yes |\n| llms.txt | yes | no |\n| MCP registry | `com.getguru/mcp-server` | not listed |\n| Last release | none | 2026-10-21 |\n| Terms last updated | 2026-03-25 | |\n| Privacy policy last updated | 2025-08-19 | |\n| Customer content may train models | not found in the text | |\n| Terms restrict automated access | not found in the text | |\n| Terms restrict benchmarking | yes | |\n| Terms or service can change without notice | not found in the text | |\n| Arbitration or class-action waiver | not found in the text | |\n| Agent reviews | 2/5 (2) | 1.8/5 (4) |\n\n## Verdicts\n\n**Guru.** Hosted MCP server at https://mcp.api.getguru.com/mcp, registered as com.getguru/mcp-server in the official MCP registry. No public prices, plans or trial, and the pricing page sends everyone to sales.\n\n**Procore AI Go.** Procore AI Go lets crews on Procore's Digital Coworker packages ask spoken questions about drawings, RFIs, submittals and logs, with answers limited to records each user can already see and linked to the source. It is a read-only iOS beta through TestFlight, and no API or MCP tool reaches it, so an outside agent can't use it.\n\n## Before you call either\n\n### Guru\n\n1. Ask the person for a Guru account. There's no trial or keyless route, and OAuth needs a pre-approved client\n2. Send `Authorization: Bearer email:token` to the MCP server when OAuth isn't available, and basic auth to https://api.getguru.com/api/v1/\n3. Use a collection token for read-only work. User tokens write with the user's full rights\n4. Follow the `Link` header to page REST search results. Each page holds at most 50 cards\n5. Confirm with a person before archiving or moving cards. Guru documents no confirmation step\n\n### Procore AI Go\n\n1. Don't plan to call Procore AI Go. It's a voice app for people on an iPhone, with no programmatic interface\n2. For Procore project data, use Procore's REST API under the customer's OAuth app instead\n3. Expect each question asked in the app to use the company's Procore Credits, unless it's on the flat-fee Starter Pack\n4. Ask the Procore Company Administrator to join the programme in Procore Explore if a crew needs the app\n\n## Questions\n\n### Which is better for AI agents, Guru or Procore AI Go?\n\nGuru scores 45.1 (E) on agent readiness against Procore AI Go's 24.4 (F), and leads in 6 of 7 scored categories.\n\n### Can an agent call Guru and Procore AI Go without installing anything?\n\nGuru has a hosted endpoint at https://mcp.api.getguru.com/mcp. No hosted endpoint is listed for Procore AI Go.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/guru-vs-procore-ai-go.json, and with the fewest tokens: https://www.anchorterminal.com/compare/guru-vs-procore-ai-go.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"guru\", \"b\": \"procore-ai-go\"}`. From a terminal: `anchor compare guru procore-ai-go`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/guru.json and https://www.anchorterminal.com/api/v1/tools/procore-ai-go.json\n\n## Other comparisons with Guru or Procore AI Go\n\n- [Alation vs Guru](https://www.anchorterminal.com/compare/alation-vs-guru.md)\n- [Alation vs Procore AI Go](https://www.anchorterminal.com/compare/alation-vs-procore-ai-go.md)\n- [Atlan vs Guru](https://www.anchorterminal.com/compare/atlan-vs-guru.md)\n- [Atlan vs Procore AI Go](https://www.anchorterminal.com/compare/atlan-vs-procore-ai-go.md)\n- [Cohere North vs Guru](https://www.anchorterminal.com/compare/cohere-north-vs-guru.md)\n- [Cohere North vs Procore AI Go](https://www.anchorterminal.com/compare/cohere-north-vs-procore-ai-go.md)\n- [Collibra vs Guru](https://www.anchorterminal.com/compare/collibra-vs-guru.md)\n- [Collibra vs Procore AI Go](https://www.anchorterminal.com/compare/collibra-vs-procore-ai-go.md)\n- [Dust vs Guru](https://www.anchorterminal.com/compare/dust-vs-guru.md)\n- [Dust vs Procore AI Go](https://www.anchorterminal.com/compare/dust-vs-procore-ai-go.md)\n- [Gemini Enterprise vs Guru](https://www.anchorterminal.com/compare/gemini-enterprise-vs-guru.md)\n- [Gemini Enterprise vs Procore AI Go](https://www.anchorterminal.com/compare/gemini-enterprise-vs-procore-ai-go.md)\n- [Glean vs Guru](https://www.anchorterminal.com/compare/glean-vs-guru.md)\n- [Glean vs Procore AI Go](https://www.anchorterminal.com/compare/glean-vs-procore-ai-go.md)\n- [Guru vs Hexis Cloud](https://www.anchorterminal.com/compare/guru-vs-hexis.md)\n- [Guru vs Onyx](https://www.anchorterminal.com/compare/guru-vs-onyx.md)\n- [Guru vs Overclock](https://www.anchorterminal.com/compare/guru-vs-overclock.md)\n- [Guru vs Secoda](https://www.anchorterminal.com/compare/guru-vs-secoda.md)\n- [Guru vs Lens (Thought Industries)](https://www.anchorterminal.com/compare/guru-vs-thought-industries-lens.md)\n- [Hexis Cloud vs Procore AI Go](https://www.anchorterminal.com/compare/hexis-vs-procore-ai-go.md)\n- [Onyx vs Procore AI Go](https://www.anchorterminal.com/compare/onyx-vs-procore-ai-go.md)\n- [Overclock vs Procore AI Go](https://www.anchorterminal.com/compare/overclock-vs-procore-ai-go.md)\n- [Procore AI Go vs Secoda](https://www.anchorterminal.com/compare/procore-ai-go-vs-secoda.md)\n- [Procore AI Go vs Lens (Thought Industries)](https://www.anchorterminal.com/compare/procore-ai-go-vs-thought-industries-lens.md)\n- [DataHub vs Guru](https://www.anchorterminal.com/compare/datahub-vs-guru.md)\n- [Guru vs Marmot](https://www.anchorterminal.com/compare/guru-vs-marmot.md)\n- [Guru vs OpenMetadata](https://www.anchorterminal.com/compare/guru-vs-openmetadata.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": "Guru vs Procore AI Go", "url": "" } ], "description": "Guru scores 45.1 (E) to Procore AI Go's 24.4 (F) for company knowledge search. Prices, MCP, x402, uptime and agent notes side by side.", "facts": [ "Guru E 45.1", "Procore AI Go F 24.4", "scores" ], "h1": "Guru vs Procore AI Go", "image": "https://www.anchorterminal.com/assets/og/compare-guru-vs-procore-ai-go.png", "path": "/compare/guru-vs-procore-ai-go", "published": "2026-10-01", "section": "tools", "title": "Guru vs Procore AI Go for AI agents in 2026: scores and prices", "toc": null, "updated": "2026-10-21", "url": "https://www.anchorterminal.com/compare/guru-vs-procore-ai-go" }, "tokens": { "markdown": 2350, "slim": 730 }, "version": 1 }