Comparison
chroma vs server
Verdict
Pick chroma if chroma is an open-source data infrastructure for AI, offering vector, hybrid, and full-text search capabilities. It supports multiple programming languages and provides a simple API for managing collections and querying; pick server if mariaDB/server is a community-driven, robust SQL database solution with multiple storage engines and advanced capabilities such as full-text search and spatial extensions.
Markdown twin · chroma alternatives · server alternatives
GraphCanon updated Sep 20, 2026
11views this month
Trust & integrity
| Signal | chroma | server |
|---|---|---|
| Maintenance | Very active (0d since push) As of Sep 18, 2026 · github_public_v1 | Very active (0d since push) As of Sep 20, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 18, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 |
| OSV dependency advisories | Published findings As of Sep 18, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 11, 2026 · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- chroma
- Search infrastructure for AI
- server
- MariaDB/server
Stars
- chroma
- 29k
- server
- 8.3k
Forks
- chroma
- 2.5k
- server
- 2.1k
Open issues
- chroma
- 864
- server
- 497
Language
- chroma
- Rust
- server
- C++
Adopt for
- chroma
- Chroma is an open-source data infrastructure for AI, offering vector, hybrid, and full-text search capabilities. It supports multiple programming languages and provides a simple API for managing collections and querying.
- server
- MariaDB/server is a community-driven, robust SQL database solution with multiple storage engines and advanced capabilities such as full-text search and spatial extensions.
Persona
- chroma
- -
- server
- -
Runtime
- chroma
- -
- server
- -
License
- chroma
- Chroma is licensed under the Apache-2.0 license, which is a permissive free software license.
- server
- GPL-2.0
Last pushed
- chroma
- Sep 17, 2026
- server
- Sep 19, 2026
Categories
- chroma
- Data & Retrieval, Vector Databases
- server
- Data & Retrieval
Trust and health
Open issues (now)
- chroma
- 864
- server
- 497
Stars delta
- chroma
- +422 (30d)
- server
- +368 (30d)
Open issues delta
- chroma
- +118 (30d)
- server
- +35 (30d)
OSV dependency advisories
- chroma
- Published findings
- server
- No lockfile (source not queried)
Full report
- chroma
- Trust report
- server
- Trust report
Choose chroma if…
- chroma is primarily Rust; server is C++.
- License: chroma is Apache-2.0, server is GPL-2.0.
- Pricing: Chroma is open-source and free to use, but it also offers a hosted service called Chroma Cloud, which is cost-effective and scalable, with $5 of free credits available..
- Requirements: Min 1 GB RAM; Chroma can be installed via pip for Python and npm for JavaScript.; For client-server mode, you can run Chroma with a specified path for the database..
- Tags unique to chroma: agents, ai, ai-agents, full-text-search.
- Also covers Vector Databases.
- chroma ships Docker support for self-hosted deployment.
- When you need a simple and efficient API for creating collections, adding documents, and querying data with vector, hybrid, and full-text search capabilities.
When NOT to use chroma
- If you need a solution that is tightly integrated with a specific database system that Chroma does not support or integrate with.
- When you require a more complex or specialized search infrastructure that offers features beyond vector, hybrid, and full-text search.
- If you are working in an environment where Rust is not a preferred language, and you need a tool that is more aligned with your existing tech stack.
- When you need a solution that is not open-source and prefer proprietary software with dedicated support and features.
Choose server if…
- server is primarily C++; chroma is Rust.
- License: server is GPL-2.0, chroma is Apache-2.0.
- Pricing: MariaDB/server is free under the GPL-2.0 license but offers paid support and services through various business tiers..
- Requirements: - System requirements vary greatly based on intended use, including size of data stores, query complexity, and storage engine choices..
- Tags unique to server: relational-databases, sql, vector-database.
- - You require a database that supports multiple storage engines, offering flexibility in handling different data types and workloads.
When NOT to use server
- - If your project strictly requires the latest version of the GPL, as MariaDB is specifically licensed under GPLv2 without provisions for later versions.
- - In scenarios where tight integration with specific AWS services is essential; while compatible with AWS in general, it’s not specifically optimized like some proprietary solutions could be.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (chroma-core/chroma) · observed Sep 20, 2026
- GitHub forks (chroma-core/chroma) · observed Sep 20, 2026
- Last push (chroma-core/chroma) · observed Sep 17, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
- GitHub stars (MariaDB/server) · observed Sep 20, 2026
- GitHub forks (MariaDB/server) · observed Sep 20, 2026
- Last push (MariaDB/server) · observed Sep 19, 2026
- License file (GPL-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: chroma 29k · server 8.3k (synced Sep 20, 2026).
Common questions
- What is the difference between chroma and server?
- chroma: Search infrastructure for AI. server: MariaDB/server. See the comparison table for live GitHub stats and shared categories.
- When should I choose chroma over server?
- Choose chroma over server when chroma is primarily Rust; server is C++; License: chroma is Apache-2.0, server is GPL-2.0; Pricing: Chroma is open-source and free to use, but it also offers a hosted service called Chroma Cloud, which is cost-effective and scalable, with $5 of free credits available.; Requirements: Min 1 GB RAM; Chroma can be installed via pip for Python and npm for JavaScript.; For client-server mode, you can run Chroma with a specified path for the database.; Tags unique to chroma: agents, ai, ai-agents, full-text-search; Also covers Vector Databases; chroma ships Docker support for self-hosted deployment; When you need a simple and efficient API for creating collections, adding documents, and querying data with vector, hybrid, and full-text search capabilities.
- When should I choose server over chroma?
- Choose server over chroma when server is primarily C++; chroma is Rust; License: server is GPL-2.0, chroma is Apache-2.0; Pricing: MariaDB/server is free under the GPL-2.0 license but offers paid support and services through various business tiers.; Requirements: - System requirements vary greatly based on intended use, including size of data stores, query complexity, and storage engine choices.; Tags unique to server: relational-databases, sql, vector-database; - You require a database that supports multiple storage engines, offering flexibility in handling different data types and workloads.
- When should I avoid chroma?
- If you need a solution that is tightly integrated with a specific database system that Chroma does not support or integrate with. When you require a more complex or specialized search infrastructure that offers features beyond vector, hybrid, and full-text search. If you are working in an environment where Rust is not a preferred language, and you need a tool that is more aligned with your existing tech stack. When you need a solution that is not open-source and prefer proprietary software with dedicated support and features.
- When should I avoid server?
- - If your project strictly requires the latest version of the GPL, as MariaDB is specifically licensed under GPLv2 without provisions for later versions. - In scenarios where tight integration with specific AWS services is essential; while compatible with AWS in general, it’s not specifically optimized like some proprietary solutions could be.
- Is chroma or server more popular on GitHub?
- chroma has more GitHub stars (29,320 vs 8,250). Stars measure visibility, not whether either tool fits your constraints.
- Are chroma and server open source?
- Yes - both are open-source projects on GitHub (chroma: Apache-2.0, server: GPL-2.0).
- Where can I find alternatives to chroma or server?
- GraphCanon lists graph-backed alternatives at chroma alternatives and server alternatives (chroma markdown twin, server markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, chroma or server?
- chroma: Very active. server: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for chroma and server?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: chroma trust report; server trust report.