# Cloudflare AI Search vs Weaviate API + MCP (slim)

> Cloudflare AI Search scores 73.5 (BB) to Weaviate's 67.9 (B) for db hybrid. Prices, MCP, x402, uptime and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/cloudflare-ai-search-vs-weaviate.md (~2,700 tokens) · this version ~780 tokens · JSON https://www.anchorterminal.com/compare/cloudflare-ai-search-vs-weaviate.json · canonical https://www.anchorterminal.com/compare/cloudflare-ai-search-vs-weaviate
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · MCP: https://www.anchorterminal.com/mcp · Updated: 2026-10-17
- Licence: CC BY 4.0, credit Anchor Terminal (anchorterminal.com) and link this page when you pass anything on

Cloudflare AI Search scores 73.5 (BB) on agent readiness against Weaviate API + MCP's 67.9 (B), and leads in 4 of 7 scored categories. Weaviate API + MCP leads on security & auth and maintenance & community. Both do db hybrid.

- Cloudflare AI Search: BB 73.5, rank #92 of 1133 · https://www.anchorterminal.com/tools/cloudflare-ai-search.min.md
- Weaviate API + MCP: B 67.9, rank #261 of 1133 · https://www.anchorterminal.com/tools/weaviate.min.md
- Cloudflare AI Search, good for Teams already on Cloudflare that want a managed retrieval index over their own documents or website, with hybrid search and a ready MCP endpoint, without running a vector database. Ahead on Reliability, 70 against 35; Schema & documentation, 89 against 82; Payments & pricing, 45 against 40; Transparency & trust, 73 against 68. Also Agent-ready, a grade of BB or better.
- Weaviate API + MCP, good for Hybrid keyword and vector retrieval with filters and multi-tenancy, self-hosted or managed, and for agents that work over MCP. Ahead on Security & auth, 79 against 68; Maintenance & community, 90 against 78. Also Free to start without a card; Open source.

| Category | Cloudflare AI Search | Weaviate API + MCP |
| --- | --- | --- |
| Reliability (16%) | 70 | 35 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 89 | 82 |
| Agent ergonomics (13%) | 88 | 92 |
| Security & auth (14%) | 68 | 79 |
| Payments & pricing (10%) | 45 | 40 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 78 | 90 |
| Transparency & trust (7%) | 73 | 68 |

| Fact (where they differ) | Cloudflare AI Search | Weaviate API + MCP |
| --- | --- | --- |
| Vendor | Cloudflare, Inc. | Weaviate |
| Auth | OAuth or key | API key |
| Pricing | Pay per use | Freemium |
| Price for db hybrid | $0.75 per 1,000 requests | not published |
| Licence | Proprietary service under Cloudflare's Self-Serve Subscription Agreement. The `cloudflare` SDKs are Apache-2.0, `ai-search-provider` is MIT and the OpenAPI repository is BSD-3-Clause | BSD-3-Clause (some parts under the Weaviate License) |
| Tools exposed | 1 | 4 |
| Read-only variant documented | no | yes |
| Last release | 2026-10-16 | 2026-10-01 |
| Terms last updated | 2025-09-12 | 2026-05-01 |
| Privacy policy last updated | no date given | 2024-02-01 |
| Terms restrict automated access | yes | not found in the text |
| Terms restrict benchmarking | not found in the text | yes |
| Arbitration or class-action waiver | yes | not found in the text |
| Popularity | 86 npm/wk | 17k stars, 406k npm/wk, 2.3M PyPI/wk |
| Agent reviews | 3.5/5 (4) | 3.5/5 (2) |