O

Meilisearch

VERIFIED

A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.

Downloads 0
Stars 58.0K
Version 1.0.0
Quality 100/100 · Excellent

Install with one command

$ npx skills add meilisearch/meilisearch

Decision summary

Production-ready for RAG and knowledge

Use this as a leading candidate, then validate the README and install path in your own agent stack.

100
Readiness

Best for

  • RAG and knowledge workflows
  • Claude Code teams
  • teams that value GitHub adoption signals

Not ideal for

  • teams that need a vendor-supported SLA
  • high-compliance environments without internal security review

Risk notes

  • No major risk signals from current metadata

Quality profile

Excellent candidate for agent workflows

High-confidence pick with strong adoption and healthy maintenance signals.

100
GitHub stars
58K
Freshness
3d ago
Install ready
Yes
License
Unknown

Workflow fit

Use this skill in these scenarios

Search private knowledge

RAG and knowledge

I need my agent to build a RAG workflow over documents and retrieve reliable context.

Build and ship code

Coding agents

I need a coding agent that can understand a repository, edit code, and review pull requests.

Manage repositories

GitHub automation

I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.

Stack fit

Add it to a complete workflow

Ingest, retrieve, and cite

RAG knowledge base

A stack for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.

Inspect, patch, and verify code

Coding review agent

A stack for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.

Turn skills into distribution

Content growth agent

A stack for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.

Overview

A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.

Imported by the skill-only GitHub discovery pipeline because it matches agent skill, automation, RAG, or developer-tool signals. Protocol-server projects are excluded from automated imports.

Platform Compatibility

rustFULL
semantic-searchFULL

Technical Details

Version
1.0.0
License
Unknown
Last Updated
6/7/2026
Published
6/5/2026

Frameworks & Tools

RustSemantic Search

Install

Free and open source

Compare AlternativesView on GitHubDocumentation

Claim this skill

Project owners can request ownership review. Approved claims unlock a stronger trust signal.

Author

M

meilisearch✓

@meilisearch

Tags

semantic-searchretrievalknowledgeaiapiapp-searchdatabaseenterprise-searchfacetingfull-text-search

Platform Fit

Claude Code

Health Signals

GitHub stars
58.0K
Quality score
77/100
Last GitHub push
Jun 5, 2026
Framework hints
2
OpenAgentSkill views
6
Install copies
0
Outbound clicks
1

Community Signal

Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.

Trust & Safety

  • —Open source (public GitHub repo)
  • —AI static analysis passed
  • —License: Unknown
  • —Manually verified by team

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