{
  "data": {
    "a": {
      "slug": "glean",
      "name": "Glean",
      "vendor": "Glean Technologies, Inc.",
      "vendorUrl": "https://www.glean.com",
      "kind": "http-api",
      "category": "company-knowledge",
      "summary": "Enterprise search and AI assistant from Glean Technologies in San Francisco.",
      "url": "https://www.anchorterminal.com/tools/glean",
      "markdownUrl": "https://www.anchorterminal.com/tools/glean.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/glean.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/glean.json",
      "repo": "https://github.com/gleanwork/open-api",
      "license": "Proprietary service under Glean's terms of service. The OpenAPI specs repository, the API clients and the Glean CLI on GitHub are MIT",
      "transports": [
        "http"
      ],
      "packages": [
        {
          "registry": "pypi",
          "name": "glean-api-client"
        },
        {
          "registry": "npm",
          "name": "@gleanwork/api-client"
        },
        {
          "registry": "go",
          "name": "github.com/gleanwork/api-client-go"
        }
      ],
      "auth": "mixed",
      "authNotes": "Every API takes a Bearer token at https://\u003cinstance\u003e-be.glean.com. The Client API and the MCP server accept OAuth access tokens from Glean's own authorisation server, which supports dynamic client registration, or from the company's identity provider with `X-Glean-Auth-Type: OAUTH`. Glean-issued tokens carry any of 19 scopes (SEARCH, CHAT, DOCUMENTS, MCP, TOOLS and others), can expire, and can't change scope after creation. A user-scoped token works with its owner's access. A global token, which only a Super Admin can create, can impersonate whichever user is named in `X-Glean-ActAs`. The Indexing API takes only Glean-issued tokens.",
      "pricing": "paid",
      "pricingNotes": "No public prices. glean.com/pricing lands on the home page, whose buttons ask for a demo, and we found no trial, free tier or self-serve signup. The Platform API's error list includes `spend_limit_exceeded` (403), so some usage is metered against a limit, with no published unit price (checked 2026-10-03).",
      "priceSummary": "Paid",
      "where": "local",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the developer docs, the OpenAPI specs or the pricing page (checked 2026-10-03).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": null,
        "npmWeekly": 57955,
        "pypiWeekly": 25682,
        "asOf": "2026-10-03"
      },
      "docsUrl": "https://developers.glean.com",
      "llmsTxt": "https://developers.glean.com/llms.txt",
      "openapi": "https://raw.githubusercontent.com/gleanwork/open-api/main/final_specs/client_rest.yaml",
      "capabilities": [
        "knowledge.search",
        "memory.graph",
        "agent.mcp-client"
      ],
      "tags": [
        "hosted",
        "enterprise",
        "mcp",
        "oauth",
        "openapi",
        "llms-txt",
        "python",
        "typescript",
        "go",
        "java",
        "sales-led",
        "status-page",
        "bug-bounty",
        "soc2"
      ],
      "lastRelease": "2026-10-02",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 69.8,
        "grade": "B",
        "agentReady": false,
        "rank": 106,
        "ranked": true,
        "rankOf": 452,
        "categoryRank": 1,
        "methodology": "0.3",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 80,
          "maintenance": 85,
          "payments": 0,
          "reliability": 60,
          "schema": 93,
          "security": 87,
          "transparency": 80
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-03"
        },
        "negative": 0,
        "verdict": "Three public OpenAPI specs (Client, Indexing, Platform) regenerated almost daily, plus llms.txt and Markdown docs. No public price, trial or self-serve signup. Access starts with a demo request.",
        "strengths": [
          "Three public OpenAPI specs (Client, Indexing, Platform) regenerated almost daily, plus llms.txt and Markdown docs",
          "OAuth with dynamic client registration, or Glean-issued tokens with 19 scopes, user-scoped or global, and optional expiry",
          "Source-system permissions enforced on every search, chat and document read through the MCP server",
          "MCP activity logs filterable by server, tool, user and date, and admin audit logs for MCP settings",
          "Six-month deprecation policy with fixed removal dates and an `X-Glean-Deprecated` response header"
        ],
        "weaknesses": [
          "No public price, trial or self-serve signup. Access starts with a demo request",
          "Eight incidents on status.glean.com between 10 July and 3 September 2026, seven marked major, most on Chat and the Assistant",
          "No idempotency keys, and no documented confirmation step for MCP tools that write",
          "A global token can act as any user named in `X-Glean-ActAs`",
          "The privacy statement covers only the website, and product data handling sits in a DPA and order forms"
        ],
        "agentNotes": [
          "Get the backend host from the Glean admin. APIs answer at https://\u003cinstance\u003e-be.glean.com and MCP at that host under /mcp/\u003cserver-name\u003e",
          "Ask for a user-scoped token with only the scopes the task needs. A global token can impersonate whoever `X-Glean-ActAs` names",
          "Keep chat under 0.5 calls a second and search under 5, and back off on 429",
          "Call the Platform API's `/api/search` for typed filters, `page_size` up to 100 and problem+json errors",
          "Send `X-Glean-Exclude-Deprecated-After` in tests to catch fields due for removal"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 2,
        "avgRating": 3.5,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "B",
            "methodology": "0.3",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 69.8
          }
        ],
        "editorialScores": {
          "ergonomics": 80,
          "maintenance": 85,
          "payments": 0,
          "reliability": 60,
          "schema": 93,
          "security": 87,
          "transparency": 70
        },
        "provenanceScore": 90
      },
      "connect": {
        "install": "pip install glean-api-client",
        "claudeCode": "/plugin marketplace add gleanwork/claude-plugins\n/plugin install glean@glean-plugins"
      },
      "letme": {
        "capability": "https://letme.dev/knowledge.search",
        "tool": "https://letme.dev/glean"
      },
      "area": "business",
      "provenance": {
        "legalEntity": "Glean Technologies, Inc.",
        "domain": "glean.com",
        "domainRegistered": "1998-11-22",
        "endpointOnVendorDomain": true,
        "terms": "https://cdn.prod.website-files.com/6127a84dfe068e153ef20572/66e479a764b6346acabb92b2_Glean%20Technologies,%20Inc.%20Terms%20of%20Service%20Sep%203%202024%20(Online)%20(1).pdf",
        "privacy": "https://www.glean.com/privacy",
        "statusPage": "https://status.glean.com",
        "changelog": "https://developers.glean.com/changelog",
        "securityTxt": "none",
        "checked": "2026-10-03",
        "notes": [
          "The privacy statement (effective 1 April 2026) names Glean Technologies, Inc., 634 2nd Street, San Francisco, CA 94107, and says it doesn't apply to use of Glean's products.",
          "Each customer's APIs answer at https://\u003cinstance\u003e-be.glean.com, a glean.com subdomain, and the MCP server at the same backend under /mcp/\u003cserver-name\u003e.",
          "www.glean.com/.well-known/security.txt returns 404. The security page sends reports to the public Bugcrowd programme.",
          "The online terms of service we read are version v3Sep2024 and incorporate a Customer SLA at glean.com/legal/sla, which refused our reader. The DPA of 6 March 2026 is published as a PDF on assets.glean.com, which also refused our reader.",
          "RDAP for glean.com gives a registration date of 1998-11-22 and Squarespace Domains II LLC as registrar."
        ],
        "score": 90
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/glean.json",
      "live": {
        "slug": "glean",
        "vendorStatus": {
          "page": "https://status.glean.com",
          "indicator": "unknown",
          "summary": "no machine-readable status found",
          "checkedAt": "2026-10-04T21:40:05.765648096Z"
        },
        "versions": [
          {
            "registry": "npm",
            "name": "@gleanwork/api-client",
            "version": "0.20.16",
            "seenAt": "2026-10-04T16:28:12.699611341Z"
          },
          {
            "registry": "pypi",
            "name": "glean-api-client",
            "version": "0.17.16",
            "released": "2026-10-03",
            "seenAt": "2026-10-04T16:28:12.512438211Z"
          }
        ],
        "githubStars": 6,
        "npmWeekly": 55060,
        "pypiWeekly": 25762,
        "securityTxt": {
          "url": "https://glean.com/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-10-04T15:15:54.958360964Z"
        },
        "llmsTxt": {
          "url": "https://developers.glean.com/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-10-04T15:17:48.633794275Z"
        },
        "domain": {
          "domain": "glean.com",
          "registered": "1998-11-22",
          "source": "https://rdap.verisign.com/com/v1/domain/glean.com",
          "checkedAt": "2026-10-04T13:08:57.704851401Z"
        },
        "pages": [
          {
            "url": "https://developers.glean.com/changelog",
            "kind": "changelog",
            "status": 200,
            "checkedAt": "2026-10-04T15:42:49.699758916Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "25a50be170ab"
          },
          {
            "url": "https://www.glean.com/privacy",
            "kind": "privacy",
            "status": 200,
            "checkedAt": "2026-10-04T15:50:30.172227736Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "21e2e31df0e2"
          }
        ],
        "updatedAt": "2026-10-04T21:40:05.765648096Z"
      }
    },
    "b": {
      "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": 45.3,
        "grade": "E",
        "agentReady": false,
        "rank": 401,
        "ranked": true,
        "rankOf": 452,
        "categoryRank": 7,
        "methodology": "0.3",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 48,
          "maintenance": 46,
          "payments": 0,
          "reliability": 48,
          "schema": 58,
          "security": 52,
          "transparency": 61
        },
        "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.",
        "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": "0.3",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 45.3
          }
        ],
        "editorialScores": {
          "ergonomics": 48,
          "maintenance": 46,
          "payments": 0,
          "reliability": 48,
          "schema": 58,
          "security": 52,
          "transparency": 47
        },
        "provenanceScore": 75
      },
      "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": 75
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/guru.json",
      "live": {
        "slug": "guru",
        "probe": {
          "target": "https://mcp.api.getguru.com/mcp",
          "method": "get",
          "lastAt": "2026-10-05T01:43:38.309299162Z",
          "lastOk": true,
          "lastStatus": 401,
          "lastMs": 457,
          "lastNote": "asks for credentials",
          "authRequired": true,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 444,
          "p95ms24h": 492,
          "samples24h": 272,
          "samples30d": 346,
          "days": [
            {
              "date": "2026-10-03",
              "probes": 54,
              "ok": 54
            },
            {
              "date": "2026-10-04",
              "probes": 272,
              "ok": 272
            },
            {
              "date": "2026-10-05",
              "probes": 20,
              "ok": 20
            }
          ]
        },
        "vendorStatus": {
          "page": "https://status.getguru.com",
          "indicator": "none",
          "summary": "All Systems Operational",
          "checkedAt": "2026-10-05T01:46:33.812839208Z"
        },
        "versions": [
          {
            "registry": "mcp-registry",
            "name": "com.getguru/mcp-server",
            "version": "1.0.2",
            "seenAt": "2026-10-04T23:42:40.113054682Z"
          }
        ],
        "githubStars": 1,
        "securityTxt": {
          "url": "https://getguru.com/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-10-04T15:15:59.629432806Z"
        },
        "llmsTxt": {
          "url": "https://developer.getguru.com/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-10-04T15:17:52.015101557Z"
        },
        "domain": {
          "domain": "getguru.com",
          "registered": "2010-02-26",
          "source": "https://rdap.verisign.com/com/v1/domain/getguru.com",
          "checkedAt": "2026-10-04T13:09:11.913459927Z"
        },
        "pages": [
          {
            "url": "https://help.getguru.com/docs/guru-release-notes",
            "kind": "changelog",
            "status": 200,
            "checkedAt": "2026-10-04T15:44:58.507083842Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "d5bb67b622cf"
          },
          {
            "url": "https://www.getguru.com/privacy",
            "kind": "privacy",
            "status": 200,
            "checkedAt": "2026-10-04T15:50:26.126219825Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "0aedb1072851"
          },
          {
            "url": "https://www.getguru.com/terms-of-service",
            "kind": "terms",
            "status": 200,
            "checkedAt": "2026-10-04T15:50:28.203045052Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "8bf342dea25e"
          }
        ],
        "updatedAt": "2026-10-05T01:46:33.812839208Z"
      }
    },
    "summary": "Glean has a score of 69.8 (B) against Guru's 45.3 (E). Both do company knowledge search. The largest gap is maintenance \u0026 community, 39 points."
  },
  "kind": "anchor.page",
  "links": {
    "api": "https://www.anchorterminal.com/api/v1/index.json",
    "html": "https://www.anchorterminal.com/compare/glean-vs-guru",
    "json": "https://www.anchorterminal.com/compare/glean-vs-guru.json",
    "llms": "https://www.anchorterminal.com/llms.txt",
    "markdown": "https://www.anchorterminal.com/compare/glean-vs-guru.md",
    "slim": "https://www.anchorterminal.com/compare/glean-vs-guru.min.md"
  },
  "markdown": "Glean has a score of 69.8 (B) against Guru's 45.3 (E). Both do company knowledge search. The largest gap is maintenance \u0026 community, 39 points.\n\n- Glean: grade B, 69.8/100, rank #106 of 452. Markdown https://www.anchorterminal.com/tools/glean.md · JSON https://www.anchorterminal.com/api/v1/tools/glean.json\n- Guru: grade E, 45.3/100, rank #401 of 452. Markdown https://www.anchorterminal.com/tools/guru.md · JSON https://www.anchorterminal.com/api/v1/tools/guru.json\n\n## Which one, for what\n\nPick Glean for reliability (+12), schema \u0026 documentation (+35), agent ergonomics (+32), security \u0026 auth (+35), maintenance \u0026 community (+39), transparency \u0026 trust (+19).\n\nPick Guru for nothing in particular (no category where it leads by five points or more).\n\n## Score by category\n\n| Category | Weight | Glean | Guru | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 60 | 48 | Glean +12 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 93 | 58 | Glean +35 |\n| Agent ergonomics | 13% (16.2 this run) | 80 | 48 | Glean +32 |\n| Security \u0026 auth | 14% (17.5 this run) | 87 | 52 | Glean +35 |\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) | 85 | 46 | Glean +39 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 80 | 61 | Glean +19 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **69.8 · B** | **45.3 · E** | |\n\n## Facts side by side\n\n| Fact | Glean | Guru |\n| --- | --- | --- |\n| Kind | HTTP API | HTTP API |\n| Vendor | Glean Technologies, Inc. | Guru Technologies, Inc. |\n| Hosted endpoint | no (local only) | `https://mcp.api.getguru.com/mcp` |\n| Transports | HTTP | HTTP, Streamable HTTP |\n| Auth | OAuth or key | OAuth or key |\n| Pricing | Paid | Paid |\n| x402 | no | no |\n| Licence | Proprietary service under Glean's terms of service. The OpenAPI specs repository, the API clients and the Glean CLI on GitHub are MIT | 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 |\n| Tools exposed | none | none |\n| Context cost (tools/list) | n/a | n/a |\n| p95 latency | not measured yet | not measured yet |\n| Availability (30d) | not measured yet | not measured yet |\n| Read-only variant documented | no | yes |\n| llms.txt | yes | yes |\n| MCP registry | not listed | `com.getguru/mcp-server` |\n| Last release | 2026-10-02 | none |\n| Popularity | 58k npm/wk, 26k PyPI/wk | none |\n| Agent reviews | 3.5/5 (2) | 2/5 (2) |\n\n## Verdicts\n\n**Glean.** Three public OpenAPI specs (Client, Indexing, Platform) regenerated almost daily, plus llms.txt and Markdown docs. No public price, trial or self-serve signup. Access starts with a demo request.\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## Before you call either\n\n### Glean\n\n1. Get the backend host from the Glean admin. APIs answer at https://\u003cinstance\u003e-be.glean.com and MCP at that host under /mcp/\u003cserver-name\u003e\n2. Ask for a user-scoped token with only the scopes the task needs. A global token can impersonate whoever `X-Glean-ActAs` names\n3. Keep chat under 0.5 calls a second and search under 5, and back off on 429\n4. Call the Platform API's `/api/search` for typed filters, `page_size` up to 100 and problem+json errors\n5. Send `X-Glean-Exclude-Deprecated-After` in tests to catch fields due for removal\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## Other comparisons with Glean or Guru\n\n- [Atlan vs Glean](https://www.anchorterminal.com/compare/atlan-vs-glean.md)\n- [Atlan vs Guru](https://www.anchorterminal.com/compare/atlan-vs-guru.md)\n- [Glean vs Onyx](https://www.anchorterminal.com/compare/glean-vs-onyx.md)\n- [Glean vs Overclock](https://www.anchorterminal.com/compare/glean-vs-overclock.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- [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",
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