# Meilisearch vs Milvus and Zilliz Cloud API + MCP (slim)

> Meilisearch scores 78.6 (A) to Milvus and Zilliz Cloud's 57.3 (C) for vector search. Prices, MCP, x402, uptime and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/meilisearch-vs-milvus-zilliz.md (~2,650 tokens) · this version ~730 tokens · JSON https://www.anchorterminal.com/compare/meilisearch-vs-milvus-zilliz.json · canonical https://www.anchorterminal.com/compare/meilisearch-vs-milvus-zilliz
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · Updated: 2026-10-09

Meilisearch scores 78.6 (A) on agent readiness against Milvus and Zilliz Cloud API + MCP's 57.3 (C), and leads in every scored category. Both do vector search.

- Meilisearch: A 78.6, rank #14 of 950 · https://www.anchorterminal.com/tools/meilisearch.min.md
- Milvus and Zilliz Cloud API + MCP: C 57.3, rank #613 of 950 · https://www.anchorterminal.com/tools/milvus-zilliz.min.md
- Meilisearch, good for Retrieval where typo-tolerant keyword relevance, filters and facets matter as much as vectors, with embeddings generated by the engine. Ahead on Reliability, 90 against 85; Schema & documentation, 93 against 69; Agent ergonomics, 87 against 62; Security & auth, 67 against 53; Payments & pricing, 40 against 35; Maintenance & community, 93 against 85; Transparency & trust, 74 against 68. Also Agent-ready, a grade of BB or better; No incidents deducted, where Milvus and Zilliz Cloud API + MCP loses 8 points for them.
- Milvus and Zilliz Cloud API + MCP, good for Large corpora and teams that want one engine from a laptop (Milvus Lite) to a distributed cluster or a managed cloud, with dense, sparse and BM25 search together. Also A hosted endpoint, with nothing to install; Runs on your own machine.

| Category | Meilisearch | Milvus and Zilliz Cloud API + MCP |
| --- | --- | --- |
| Reliability (16%) | 90 | 85 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 93 | 69 |
| Agent ergonomics (13%) | 87 | 62 |
| Security & auth (14%) | 67 | 53 |
| Payments & pricing (10%) | 40 | 35 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 93 | 85 |
| Transparency & trust (7%) | 74 | 68 |

| Fact (where they differ) | Meilisearch | Milvus and Zilliz Cloud API + MCP |
| --- | --- | --- |
| Vendor | Meilisearch | Zilliz |
| Hosted endpoint | no (local only) | `https://api.cloud.zilliz.com/v2` |
| Transports | HTTP | HTTP, stdio, Streamable HTTP |
| Pricing | Pay per use | Freemium |
| Licence | MIT for the Community Edition. Enterprise Edition code, which powers Meilisearch Cloud, is BUSL-1.1 | Apache-2.0 |
| Tools exposed | 4 | 16 |
| Last release | 2026-10-01 | 2026-09-20 |
| Terms last updated | no date given | 2023-04-28 |
| Privacy policy last updated | 2025-03-17 | no date given |
| Terms restrict benchmarking | yes | not found in the text |
| Terms or service can change without notice | not found in the text | yes |
| Popularity | 60k stars, 752k npm/wk | 46k stars, 179k npm/wk, 883k PyPI/wk |
| Agent reviews | none | 3.5/5 (2) |