Comparison
meilisearch vs semtools
Verdict
Pick meilisearch if meilisearch is a Rust-based, lightning-fast hybrid search engine that integrates easily into web and mobile applications. It supports both full-text and vector searches; pick semtools if semtools is a Rust-based tool that provides command-line capabilities for semantic searching and parsing documents. It leverages embeddings and static embedding techniques to offer robust data retrieval functionalities.
Markdown twin · meilisearch alternatives · semtools alternatives
GraphCanon updated today
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Trust & integrity
| Signal | meilisearch | semtools |
|---|---|---|
| Maintenance | Very active (6d since push) As of today · github_public_v1 | Slowing (133d since push) As of 4w · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Organization account As of 4w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · 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
- meilisearch
- A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.
- semtools
- Semantic search and document parsing tools for the command line
Stars
- meilisearch
- 59k
- semtools
- 1.8k
Forks
- meilisearch
- 2.7k
- semtools
- 138
Open issues
- meilisearch
- 311
- semtools
- 6
Language
- meilisearch
- Rust
- semtools
- Rust
Adopt for
- meilisearch
- Meilisearch is a Rust-based, lightning-fast hybrid search engine that integrates easily into web and mobile applications. It supports both full-text and vector searches.
- semtools
- semtools is a Rust-based tool that provides command-line capabilities for semantic searching and parsing documents. It leverages embeddings and static embedding techniques to offer robust data retrieval functionalities.
Persona
- meilisearch
- -
- semtools
- -
Runtime
- meilisearch
- -
- semtools
- -
License
- meilisearch
- Other
- semtools
- MIT
Last pushed
- meilisearch
- Aug 14, 2026
- semtools
- Mar 11, 2026
Categories
- meilisearch
- Data & Retrieval, Vector Databases
- semtools
- Data & Retrieval, Vector Databases
Trust and health
Maintenance
- meilisearch
- Very active (96%)
- semtools
- Slowing (36%)
Days since push
- meilisearch
- 6d
- semtools
- 133d
Open issues (now)
- meilisearch
- 311
- semtools
- 6
Stars delta
- meilisearch
- +352 (30d)
- semtools
- Unknown
Open issues delta
- meilisearch
- -8 (30d)
- semtools
- Unknown
Full report
- meilisearch
- Trust report
- semtools
- Trust report
Choose meilisearch if…
- License: meilisearch is Other, semtools is MIT.
- Tags unique to meilisearch: ai, api, app-search, database.
- meilisearch ships Docker support for self-hosted deployment.
- - You require fast integration capabilities for your web or mobile application, as Meilisearch offers flexible deployment options.
When NOT to use meilisearch
- - When you specifically need language support for a large number of languages beyond what Meilisearch currently offers, as some specialized multilingual search engines might handle more languages nimb
- - If your application does not require real-time search-as-you-type or typo tolerance features which can add overhead and may slow down performance in less demanding scenarios.
Choose semtools if…
- License: semtools is MIT, meilisearch is Other.
- Pricing: Freely available under the MIT license, with possible premium features not covered by open-source..
- Tags unique to semtools: cli, embeddings, parser, rust.
- - When you require fast, statically typed document and search functionality via the command line built in Rust.
When NOT to use semtools
- - If your workflow does not frequently involve command-line operations for managing search capabilities on documents, as semtools is explicitly designed for such usage.
- - When there's no plan or necessity to integrate with Rust-based ecosystems, since semtools might require additional effort in setting up a compatible environment.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (meilisearch/meilisearch) · observed Aug 21, 2026
- GitHub forks (meilisearch/meilisearch) · observed Aug 21, 2026
- Last push (meilisearch/meilisearch) · observed Aug 14, 2026
- License file (Other) · observed Aug 21, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (run-llama/semtools) · observed Jul 23, 2026
- GitHub forks (run-llama/semtools) · observed Jul 23, 2026
- Last push (run-llama/semtools) · observed Mar 11, 2026
- License file (MIT) · observed Jul 23, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: meilisearch 59k · semtools 1.8k (synced Aug 21, 2026).
Common questions
- What is the difference between meilisearch and semtools?
- meilisearch: A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.. semtools: Semantic search and document parsing tools for the command line. See the comparison table for live GitHub stats and shared categories.
- When should I choose meilisearch over semtools?
- Choose meilisearch over semtools when License: meilisearch is Other, semtools is MIT; Tags unique to meilisearch: ai, api, app-search, database; meilisearch ships Docker support for self-hosted deployment; - You require fast integration capabilities for your web or mobile application, as Meilisearch offers flexible deployment options.
- When should I choose semtools over meilisearch?
- Choose semtools over meilisearch when License: semtools is MIT, meilisearch is Other; Pricing: Freely available under the MIT license, with possible premium features not covered by open-source.; Tags unique to semtools: cli, embeddings, parser, rust; - When you require fast, statically typed document and search functionality via the command line built in Rust.
- When should I avoid meilisearch?
- - When you specifically need language support for a large number of languages beyond what Meilisearch currently offers, as some specialized multilingual search engines might handle more languages nimb - If your application does not require real-time search-as-you-type or typo tolerance features which can add overhead and may slow down performance in less demanding scenarios.
- When should I avoid semtools?
- - If your workflow does not frequently involve command-line operations for managing search capabilities on documents, as semtools is explicitly designed for such usage. - When there's no plan or necessity to integrate with Rust-based ecosystems, since semtools might require additional effort in setting up a compatible environment.
- Is meilisearch or semtools more popular on GitHub?
- meilisearch has more GitHub stars (59,034 vs 1,838). Stars measure visibility, not whether either tool fits your constraints.
- Are meilisearch and semtools open source?
- Yes - both are open-source projects on GitHub (meilisearch: Other, semtools: MIT).
- Where can I find alternatives to meilisearch or semtools?
- GraphCanon lists graph-backed alternatives at meilisearch alternatives and semtools alternatives (meilisearch markdown twin, semtools 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, meilisearch or semtools?
- meilisearch: Very active. semtools: Slowing. 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 meilisearch and semtools?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: meilisearch trust report; semtools trust report.