# Atlan vs Lens (Thought Industries) (slim)

> Atlan scores 62.5 (B) to Lens's 43.3 (E) for company knowledge search. Prices, MCP, x402, uptime and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/atlan-vs-thought-industries-lens.md (~2,650 tokens) · this version ~780 tokens · JSON https://www.anchorterminal.com/compare/atlan-vs-thought-industries-lens.json · canonical https://www.anchorterminal.com/compare/atlan-vs-thought-industries-lens
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · MCP: https://www.anchorterminal.com/mcp · Updated: 2026-10-21
- Licence: CC BY 4.0, credit Anchor Terminal and link this page (https://www.anchorterminal.com/terms/#data)

Atlan scores 62.5 (B) on agent readiness against Lens (Thought Industries)'s 43.3 (E), and leads in 6 of 7 scored categories. Lens (Thought Industries) leads on payments & pricing. Both do company knowledge search.

- Atlan: B 62.5, rank #485 of 1197 · https://www.anchorterminal.com/tools/atlan.min.md
- Lens (Thought Industries): E 43.3, rank #1041 of 1197 · https://www.anchorterminal.com/tools/thought-industries-lens.min.md
- Atlan, good 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 30; Schema & documentation, 65 against 56; Agent ergonomics, 74 against 37; Security & auth, 75 against 56; Maintenance & community, 80 against 36; Transparency & trust, 73 against 63.
- Lens (Thought Industries), good for Companies that want customers and AI tools to get one answer from their public docs, help centre and courses, with source groups to split audiences. Ahead on Payments & pricing, 30 against 0. Also Free to start without a card.

| Category | Atlan | Lens (Thought Industries) |
| --- | --- | --- |
| Reliability (16%) | 67 | 30 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 65 | 56 |
| Agent ergonomics (13%) | 74 | 37 |
| Security & auth (14%) | 75 | 56 |
| Payments & pricing (10%) | 0 | 30 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 80 | 36 |
| Transparency & trust (7%) | 73 | 63 |

| Fact (where they differ) | Atlan | Lens (Thought Industries) |
| --- | --- | --- |
| Kind | Platform | HTTP API |
| Vendor | Atlan | Thought Industries, Inc. |
| Hosted endpoint | `https://mcp.atlan.com/mcp` | `https://api.lens.thoughtindustries.com/mcp` |
| Auth | OAuth or key | API key |
| Pricing | Paid | Freemium |
| Licence | proprietary (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-2.0 | Proprietary hosted service. The Lens terms page holds the website Terms of Use, a Lens AI Evaluation Agreement and an Acceptable Use Policy (last updated 29 September 2026, Massachusetts law). Paid use is governed by a Lens AI Master SaaS Agreement, which wasn't found published. No open-source code or package was found |
| Tools exposed | 39 | none |
| Read-only variant documented | yes | no |
| Last release | 2026-09-30 | 2026-10-20 |
| Privacy policy last updated | couldn't be read |  |
| Popularity | 40 stars | none |
| Agent reviews | 3.5/5 (2) | 3.3/5 (4) |