Comparison
meilisearch vs osgrep
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 osgrep if osgrep is an open-source tool focused on semantic search capabilities specifically designed for integration with AI agents using TypeScript.
Markdown twin · meilisearch alternatives · osgrep alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | meilisearch | osgrep |
|---|---|---|
| Maintenance | Very active (1d since push) As of 6d · github_public_v1 | Slowing (174d since push) As of 6d · github_public_v1 |
| Provenance | Not a fork · Organization account As of 6d · github_public_v1 | Not a fork · Personal account As of 6d · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 6d · osv@v1 | No lockfile (source not queried) As of 6d · 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.
- osgrep
- Open Source Semantic Search for your AI Agent
Stars
- meilisearch
- 58k
- osgrep
- 1.1k
Forks
- meilisearch
- 2.6k
- osgrep
- 67
Open issues
- meilisearch
- 310
- osgrep
- 21
Language
- meilisearch
- Rust
- osgrep
- TypeScript
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.
- osgrep
- osgrep is an open-source tool focused on semantic search capabilities specifically designed for integration with AI agents using TypeScript.
Persona
- meilisearch
- -
- osgrep
- -
Runtime
- meilisearch
- -
- osgrep
- -
License
- meilisearch
- Other
- osgrep
- osgrep is available under the Apache-2.0 license, offering permissive use for both commercial and non-commercial projects without requiring derivative works to be open-sourced.
Last pushed
- meilisearch
- Jul 9, 2026
- osgrep
- Jan 17, 2026
Categories
- meilisearch
- Data & Retrieval, Vector Databases
- osgrep
- Data & Retrieval
Trust and health
Maintenance
- meilisearch
- Very active (96%)
- osgrep
- Slowing (36%)
Days since push
- meilisearch
- 1d
- osgrep
- 174d
Open issues (now)
- meilisearch
- 310
- osgrep
- 21
Owner type
- meilisearch
- Organization
- osgrep
- User
Full report
- meilisearch
- Trust report
- osgrep
- Trust report
Typed relationship
meilisearch alternative osgrepOsGrep and Meilisearch both provide open-source semantic search solutions, allowing for deep querying of your data or AI agent capabilities.
Choose meilisearch if…
- meilisearch is primarily Rust; osgrep is TypeScript.
- License: meilisearch is Other, osgrep is Apache-2.0.
- OsGrep and Meilisearch both provide open-source semantic search solutions, allowing for deep querying of your data or AI agent capabilities.
- Tags unique to meilisearch: ai, api, app-search, database.
- Also covers Vector Databases.
- 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 osgrep if…
- osgrep is primarily TypeScript; meilisearch is Rust.
- License: osgrep is Apache-2.0, meilisearch is Other.
- OsGrep and Meilisearch both provide open-source semantic search solutions, allowing for deep querying of your data or AI agent capabilities.
- Tags unique to osgrep: colbert, embeddings, grep-search.
- osgrep ships an MCP server manifest.
- - You need advanced semantic search functionality tailored to work seamlessly with your AI agent.
When NOT to use osgrep
- - If your search requirements can be met with simple keyword matching rather than semantic analysis, as osgrep specializes in more complex semantic searches.
- - Your AI project is not using TypeScript or where seamless integration with TypeScript-specific features of osgrep would offer no advantage.
- - You require additional proprietary functionalities that go beyond what the open-source license and community provide.
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 Jul 11, 2026
- GitHub forks (meilisearch/meilisearch) · observed Jul 11, 2026
- Last push (meilisearch/meilisearch) · observed Jul 9, 2026
- License file (Other) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (Ryandonofrio3/osgrep) · observed Jul 11, 2026
- GitHub forks (Ryandonofrio3/osgrep) · observed Jul 11, 2026
- Last push (Ryandonofrio3/osgrep) · observed Jan 17, 2026
- License file (Apache-2.0) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: meilisearch 58k · osgrep 1.1k (synced Jul 11, 2026).
Common questions
- What is the difference between meilisearch and osgrep?
- meilisearch: A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.. osgrep: Open Source Semantic Search for your AI Agent. See the comparison table for live GitHub stats and shared categories.
- When should I choose meilisearch over osgrep?
- Choose meilisearch over osgrep when meilisearch is primarily Rust; osgrep is TypeScript; License: meilisearch is Other, osgrep is Apache-2.0; OsGrep and Meilisearch both provide open-source semantic search solutions, allowing for deep querying of your data or AI agent capabilities; Tags unique to meilisearch: ai, api, app-search, database; Also covers Vector Databases; 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 osgrep over meilisearch?
- Choose osgrep over meilisearch when osgrep is primarily TypeScript; meilisearch is Rust; License: osgrep is Apache-2.0, meilisearch is Other; OsGrep and Meilisearch both provide open-source semantic search solutions, allowing for deep querying of your data or AI agent capabilities; Tags unique to osgrep: colbert, embeddings, grep-search; osgrep ships an MCP server manifest; - You need advanced semantic search functionality tailored to work seamlessly with your AI agent.
- 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 osgrep?
- - If your search requirements can be met with simple keyword matching rather than semantic analysis, as osgrep specializes in more complex semantic searches. - Your AI project is not using TypeScript or where seamless integration with TypeScript-specific features of osgrep would offer no advantage. - You require additional proprietary functionalities that go beyond what the open-source license and community provide.
- Is meilisearch or osgrep more popular on GitHub?
- meilisearch has more GitHub stars (58,493 vs 1,141). Stars measure visibility, not whether either tool fits your constraints.
- Are meilisearch and osgrep open source?
- Yes - both are open-source projects on GitHub (meilisearch: Other, osgrep: Apache-2.0).
- Where can I find alternatives to meilisearch or osgrep?
- GraphCanon lists graph-backed alternatives at meilisearch alternatives and osgrep alternatives (meilisearch markdown twin, osgrep 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 osgrep?
- meilisearch: Very active. osgrep: 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 osgrep?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: meilisearch trust report; osgrep trust report.