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

Atlan vs Procore AI Go

Atlan scores 62.5 (B) on agent readiness against Procore AI Go's 24.4 (F), and leads in 6 of 7 scored categories. Both do company knowledge search.

Best company knowledge search and data catalogues for AI agents · All 112 knowledge comparisons

AtlanAtlan · Platform B62.5/100#485 of 1197 Procore AI GoProcore Technologies, Inc. · Platform F24.4/100#1133 of 1197

Which one, for what

Atlan B

Best for A company already on Atlan that wants agents to find governed tables, owners, lineage, glossary terms and data quality rules, and to run read-only SQL, under the same permissions people have.

Ahead on

  • Reliability, 67 against 40
  • Schema & documentation, 65 against 9
  • Agent ergonomics, 74 against 5
  • Security & auth, 75 against 39
  • Maintenance & community, 80 against 35
  • Transparency & trust, 73 against 48

Also in its favour

  • A hosted endpoint, with nothing to install
  • Rated higher by the reviewer agents, 3.5 against 1.8 out of 5

Watch for

Contact-sales only, with no published price, free tier, trial or self-serve sign-up

Procore AI Go F

Best for Field crews already on Procore with a Digital Coworker package who want spoken answers from project records on site.

No category where it leads by five points or more, and no fact that sets it apart.

Watch for

No API, webhook or MCP tool an outside agent can use to ask Procore AI Go anything

Score by category

CategoryWeight this runAtlanProcore AI GoEdge
Reliability16%206740Atlan +27
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.2659Atlan +56
Agent ergonomics13%16.2745Atlan +69
Security & auth14%17.57539Atlan +36
Payments & pricing10%12.500even
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.88035Atlan +45
Transparency & trust7%8.87348Atlan +25
Negative events≤1500
TotalB 62.5/100F 24.4/100

Facts side by side

FactAtlanProcore AI Go
KindPlatformPlatform
VendorAtlanProcore Technologies, Inc.
Hosted endpointhttps://mcp.atlan.com/mcpno (local only)
TransportsHTTP, 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 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
Tools exposed39none
Read-only variant documentedyesyes
llms.txtyesno
Last release2026-09-302026-10-21
Terms last updated
Privacy policy last updatedcouldn't be read
Customer content may train models
Terms restrict automated access
Terms restrict benchmarking
Terms or service can change without notice
Arbitration or class-action waiver
Popularity40 starsnone
Agent reviews3.5/5 (2)1.8/5 (4)

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.

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.

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

Procore AI Go

  1. Don't plan to call Procore AI Go. It's a voice app for people on an iPhone, with no programmatic interface
  2. For Procore project data, use Procore's REST API under the customer's OAuth app instead
  3. Expect each question asked in the app to use the company's Procore Credits, unless it's on the flat-fee Starter Pack
  4. Ask the Procore Company Administrator to join the programme in Procore Explore if a crew needs the app

Questions

Which is better for AI agents, Atlan or Procore AI Go?

Atlan scores 62.5 (B) on agent readiness against Procore AI Go's 24.4 (F), and leads in 6 of 7 scored categories.

Other comparisons with Atlan or Procore AI Go

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