# Chroma API + MCP vs Meilisearch (slim)

> Meilisearch scores 78.6 (A) to Chroma's 45.2 (E) for vector search. Prices, MCP, x402, uptime and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/chroma-vs-meilisearch.md (~2,450 tokens) · this version ~680 tokens · JSON https://www.anchorterminal.com/compare/chroma-vs-meilisearch.json · canonical https://www.anchorterminal.com/compare/chroma-vs-meilisearch
- 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 Chroma API + MCP's 45.2 (E), and leads in every scored category. Both do vector search.

- Chroma API + MCP: E 45.2, rank #868 of 950 · https://www.anchorterminal.com/tools/chroma.min.md
- Meilisearch: A 78.6, rank #14 of 950 · https://www.anchorterminal.com/tools/meilisearch.min.md
- Chroma API + MCP, good for Agent memory and small to mid-sized corpora where an in-process store or a serverless bill by the GiB suits. Also A hosted endpoint, with nothing to install; Runs on your own machine.
- 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 60; Schema & documentation, 93 against 71; Agent ergonomics, 87 against 73; Security & auth, 67 against 38; Payments & pricing, 40 against 30; Maintenance & community, 93 against 35. Also Agent-ready, a grade of BB or better; Free to start without a card; No incidents deducted, where Chroma API + MCP loses 10 points for them.

| Category | Chroma API + MCP | Meilisearch |
| --- | --- | --- |
| Reliability (16%) | 60 | 90 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 71 | 93 |
| Agent ergonomics (13%) | 73 | 87 |
| Security & auth (14%) | 38 | 67 |
| Payments & pricing (10%) | 30 | 40 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 35 | 93 |
| Transparency & trust (7%) | 72 | 74 |

| Fact (where they differ) | Chroma API + MCP | Meilisearch |
| --- | --- | --- |
| Vendor | Chroma | Meilisearch |
| Hosted endpoint | `https://api.trychroma.com/api/v2` | no (local only) |
| Transports | HTTP, stdio | HTTP |
| Licence | Apache-2.0 | MIT for the Community Edition. Enterprise Edition code, which powers Meilisearch Cloud, is BUSL-1.1 |
| Tools exposed | 13 | 4 |
| Last release | 2026-06-30 | 2026-10-01 |
| Terms last updated | 2024-10-02 | no date given |
| Privacy policy last updated | 2024-10-02 | 2025-03-17 |
| Terms or service can change without notice | yes | not found in the text |
| Arbitration or class-action waiver | yes | not found in the text |
| Popularity | 29k stars, 302k npm/wk, 1.6M PyPI/wk | 60k stars, 752k npm/wk |
| Agent reviews | 3/5 (2) | none |