--- title: "meilisearch vs osgrep" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/meilisearch-meilisearch-vs-ryandonofrio3-osgrep" tools: ["meilisearch-meilisearch", "ryandonofrio3-osgrep"] --- # meilisearch vs osgrep *GraphCanon updated Jul 17, 2026* ## 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. [meilisearch](https://www.meilisearch.com) reports 58k GitHub stars, 2.6k forks, and 310 open issues, last pushed Jul 9, 2026. [osgrep](https://github.com/Ryandonofrio3/osgrep) has 1.1k stars, 67 forks, and 21 open issues, last pushed Jan 17, 2026. Figures are from public GitHub metadata via [meilisearch's repository](https://github.com/meilisearch/meilisearch) and [osgrep's repository](https://github.com/Ryandonofrio3/osgrep). | | [meilisearch](/tools/meilisearch-meilisearch.md) | [osgrep](/tools/ryandonofrio3-osgrep.md) | | --- | --- | --- | | Tagline | A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications. | Open Source Semantic Search for your AI Agent | | Stars | 58,493 | 1,141 | | Forks | 2,607 | 67 | | Open issues | 310 | 21 | | Language | Rust | TypeScript | | Adopt for | 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 is an open-source tool focused on semantic search capabilities specifically designed for integration with AI agents using TypeScript. | | Persona | - | - | | Runtime | - | - | | License | Other | 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. | | Categories | Data & Retrieval, Vector Databases | Data & Retrieval | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [meilisearch](/tools/meilisearch-meilisearch.md) | [osgrep](/tools/ryandonofrio3-osgrep.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Slowing (36%) | | Days since push | 1d | 174d | | Open issues (now) | 310 | 21 | | Owner type | Organization | User | | Full report | [trust report](/tools/meilisearch-meilisearch/trust.md) | [trust report](/tools/ryandonofrio3-osgrep/trust.md) | **Typed relationship:** meilisearch _(alternative)_ osgrep OsGrep and Meilisearch both provide open-source semantic search solutions, allowing for deep querying of your data or AI agent capabilities. ## Decision facts: meilisearch - **Adopt for:** 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. ## Decision facts: osgrep - **Adopt for:** osgrep is an open-source tool focused on semantic search capabilities specifically designed for integration with AI agents using TypeScript. - **License detail:** 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. ## Choose when ### 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. ### 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 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 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. ## 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](/tools/meilisearch-meilisearch/alternatives) and [osgrep alternatives](/tools/ryandonofrio3-osgrep/alternatives) ([meilisearch markdown twin](/tools/meilisearch-meilisearch/alternatives.md), [osgrep markdown twin](/tools/ryandonofrio3-osgrep/alternatives.md)), 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](/compare/meilisearch-meilisearch-vs-ryandonofrio3-osgrep.md) 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](/tools/meilisearch-meilisearch/trust); [osgrep trust report](/tools/ryandonofrio3-osgrep/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=meilisearch-meilisearch`](/api/graphcanon/graph?tool=meilisearch-meilisearch) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_