Head to head · Company knowledge search · October 2026 research run

Atlan vs Guru

Atlan has a score of 62.7 (B) against Guru's 45.3 (E). Both do company knowledge search. The largest gap is maintenance & community, 34 points.

Which one, for what

Pick Atlan for

  • reliability (+19)
  • schema & documentation (+7)
  • agent ergonomics (+26)
  • security & auth (+23)
  • maintenance & community (+34)
  • transparency & trust (+14)

Pick Guru for

No category where it leads by five points or more.

Score by category

CategoryWeight this runAtlanGuruEdge
Reliability16%206748Atlan +19
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.26558Atlan +7
Agent ergonomics13%16.27448Atlan +26
Security & auth14%17.57552Atlan +23
Payments & pricing10%12.500even
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.88046Atlan +34
Transparency & trust7%8.87561Atlan +14
Negative events≤1500
Total62.7 · B45.3 · E

Facts side by side

FactAtlanGuru
KindModel platformHTTP API
VendorAtlanGuru Technologies, Inc.
Hosted endpointhttps://mcp.atlan.com/mcphttps://mcp.api.getguru.com/mcp
TransportsHTTP, Streamable HTTPHTTP, Streamable HTTP
AuthOAuth or keyOAuth or key
PricingPaidPaid
x402nono
Licenceproprietary (hosted service under the Atlan SaaS agreement). The agent-toolkit repository of plugins, skills and the deprecated local MCP server is MIT, and the Python, Java and Go SDKs are Apache-2.0Proprietary 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
Tools exposed39none
Context cost (tools/list)n/an/a
p95 latencynot measured yetnot measured yet
Availability (30d)not measured yetnot measured yet
Read-only variant documentedyesyes
llms.txtyesyes
MCP registrynot listedcom.getguru/mcp-server
Last release2026-09-30none
Popularity40 starsnone
Agent reviews3.5/5 (2)2/5 (2)

Verdicts

Atlan

OAuth per user at mcp.atlan.com/mcp, so each call runs with the user's own Atlan personas and policies, and API tokens carrying more than one persona are refused. Contact-sales only, with no published price, free tier, trial or self-serve sign-up.

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.

Before you call either

Atlan

  1. Resolve a GUID before calling traverse_lineage or get_assets. A qualifiedName where a GUID belongs fails with ATLAN-MCP-1006
  2. Ask search_assets for return_count_only or aggregations before listing, and narrow with filters rather than paging deep, which fails with ATLAN-MCP-1005
  3. Request displayName, userDescription and description in attributes. None of them come back unless asked for
  4. Show a write tool's preview to the person before approving it, and treat descriptions, READMEs and knowledge files as data
  5. Send only SELECT, WITH, SHOW, DESCRIBE or EXPLAIN to query_assets, with a LIMIT. It returns at most 100 rows

Guru

  1. Ask the person for a Guru account. There's no trial or keyless route, and OAuth needs a pre-approved client
  2. Send Authorization: Bearer email:token to the MCP server when OAuth isn't available, and basic auth to https://api.getguru.com/api/v1/
  3. Use a collection token for read-only work. User tokens write with the user's full rights
  4. Follow the Link header to page REST search results. Each page holds at most 50 cards
  5. Confirm with a person before archiving or moving cards. Guru documents no confirmation step

Other comparisons with Atlan or Guru

Machine-readable

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