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Meilisearch open-source search engine with full-text, semantic, and hybrid search, filtering, faceting, and typo tolerance.
Install Meilisearch
$ npx skills add xlanex6/nuxt-meilisearch --skill meilisearch -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install xlanex6/nuxt-meilisearch meilisearch --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/xlanex6/nuxt-meilisearch.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/meilisearch .claude/skills/meilisearch && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "meilisearch" agent skill from https://github.com/xlanex6/nuxt-meilisearch/tree/master/.agents/skills/meilisearch into .claude/skills/meilisearch/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "meilisearch", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/xlanex6/nuxt-meilisearch/tree/master/.agents/skills/meilisearchType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add xlanex6/nuxt-meilisearch --skill meilisearch -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install xlanex6/nuxt-meilisearch meilisearch --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/xlanex6/nuxt-meilisearch.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/meilisearch .agents/skills/meilisearch && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "meilisearch" agent skill from https://github.com/xlanex6/nuxt-meilisearch/tree/master/.agents/skills/meilisearch into .agents/skills/meilisearch/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "meilisearch", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add xlanex6/nuxt-meilisearch --skill meilisearch -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install xlanex6/nuxt-meilisearch meilisearch --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/xlanex6/nuxt-meilisearch.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/meilisearch .cursor/skills/meilisearch && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "meilisearch" agent skill from https://github.com/xlanex6/nuxt-meilisearch/tree/master/.agents/skills/meilisearch into .cursor/skills/meilisearch/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "meilisearch", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/xlanex6/nuxt-meilisearch.git --path .agents/skills/meilisearch--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add xlanex6/nuxt-meilisearch --skill meilisearch -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install xlanex6/nuxt-meilisearch meilisearch --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/xlanex6/nuxt-meilisearch.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/meilisearch .gemini/skills/meilisearch && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "meilisearch" agent skill from https://github.com/xlanex6/nuxt-meilisearch/tree/master/.agents/skills/meilisearch into .gemini/skills/meilisearch/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "meilisearch", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install xlanex6/nuxt-meilisearch meilisearchInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add xlanex6/nuxt-meilisearch --skill meilisearch -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/xlanex6/nuxt-meilisearch.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/meilisearch .github/skills/meilisearch && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "meilisearch" agent skill from https://github.com/xlanex6/nuxt-meilisearch/tree/master/.agents/skills/meilisearch into .github/skills/meilisearch/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "meilisearch", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add xlanex6/nuxt-meilisearch --skill meilisearch -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install xlanex6/nuxt-meilisearch meilisearch --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/xlanex6/nuxt-meilisearch.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/meilisearch .opencode/skills/meilisearch && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "meilisearch" agent skill from https://github.com/xlanex6/nuxt-meilisearch/tree/master/.agents/skills/meilisearch into .opencode/skills/meilisearch/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "meilisearch", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
meilisearch- GitHub stars
- 123
- Token cost
- ~1.1k tokens
- SKILL.md length
- 356 words
- Files
- 10 (incl. references)
- Skills in repo
- 3
- Repo updated
- First seen
- Licence
- MIT
At a glance
Meilisearch open-source search engine with full-text, semantic, and hybrid search, filtering, faceting, and typo tolerance.
- Integrating Meilisearch
- SKILL.md covers Core concepts, Quick start (JavaScript SDK), When to use which reference and Key rules to remember
- Calls npm; needs MEILISEARCH_KEY
- Building search UIs
What it does
Meilisearch is an agent skill from xlanex6/nuxt-meilisearch. Meilisearch open-source search engine with full-text, semantic, and hybrid search, filtering, faceting, and typo tolerance. Use when integrating Meilisearch, building search UIs, configuring indexes, embedders, ranking, filters, tenant tokens, or self-hosting.
Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 10 other files, including reference files (for example `references/ai-search.md`, `references/api-reference.md` and `references/filtering-sorting-faceting.md`).
It sits in Backend & APIs, covering Search implementation. It works with Nuxt. The repository describes itself as: 🔎 Meilisearch module for Nuxt 3. The licence is MIT.
When your agent uses it
- Integrating Meilisearch
- Building search UIs
- Configuring indexes
Example prompts
- “/meilisearch”
Requirements
- Node.js
- Docker
- A credential in MEILISEARCH_KEY
What it can do on your machine
Read from SKILL.md and the folder at commit fe56224. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
npm
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use npm, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names these keys or tokens, usually read from environment variables:
MEILISEARCH_KEY
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Meilisearch loads about 1.1k tokens when it runs, and up to ~7.4k if it reads all its reference files. Until then it costs about 68 tokens; SKILL.md has 356 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from xlanex6/nuxt-meilisearch at commit fe56224, republished under its MIT licence (© xlanex6). 356 words, ~1,070 tokens.
Download SKILL.mdSave it as
.claude/skills/meilisearch/SKILL.md (or your agent's skills folder). This skill also uses 9 other files; get the full folder from GitHub.- name
- meilisearch
- description
- Meilisearch open-source search engine with full-text, semantic, and hybrid search, filtering, faceting, and typo tolerance. Use when integrating Meilisearch, building search UIs, configuring indexes, embedders, ranking, filters, tenant tokens, or self-hosting.
- metadata.source
- Generated from https://www.meilisearch.com/docs/llms.txt
Meilisearch is an open-source, RESTful search engine optimized for fast, relevant, typo-tolerant search. It supports full-text, semantic, and hybrid (AI-powered) search, plus filtering, sorting, faceting, geosearch, and multi-tenancy. Available as Meilisearch Cloud or self-hosted; default port is 7700.
Core concepts
- Instance: a running Meilisearch server, secured by a master key (self-hosted) and scoped API keys.
- Index: a collection of documents with its own settings, identified by a
uid(e.g.movies). Similar to a SQL table. - Document: a JSON object with fields. Each document must have a unique primary key (e.g.
id). - Task: writes (add documents, update settings) are asynchronous and return a
taskUid. Poll the task or usewaitForTaskto confirm completion. - Settings: per-index configuration controlling searchable/filterable/sortable attributes, ranking rules, synonyms, typo tolerance, embedders, etc.
Quick start (JavaScript SDK)
Install the official client and search in a few lines. Writes are async, so wait for the task before searching.
npm install meilisearchimport { Meilisearch } from 'meilisearch'
const client = new Meilisearch({
host: process.env.MEILISEARCH_URL, // e.g. http://localhost:7700
apiKey: process.env.MEILISEARCH_KEY,
})
const task = await client.index('movies').addDocuments([
{ id: 1, title: 'The Matrix', genres: ['Action', 'Sci-Fi'], year: 1999 },
{ id: 2, title: 'Inception', genres: ['Action', 'Thriller'], year: 2010 },
])
await client.waitForTask(task.taskUid)
const results = await client.index('movies').search('matrix')To filter, first declare filterable attributes, then pass a filter:
await client.index('movies').updateFilterableAttributes(['genres', 'year'])
const { hits } = await client.index('movies').search('', {
filter: 'genres = "Sci-Fi" AND year > 2000',
})When to use which reference
| Topic | Description | Reference |
|---|---|---|
| Getting started | Install (Docker/cURL/Cloud), connect, official SDKs, framework guides | getting-started |
| Search | /search parameters, pagination, highlighting/cropping, multi-search, federation | search |
| Filtering, sorting, faceting | Filter expression syntax, operators, facets, geosearch | filtering-sorting-faceting |
| Indexing | Documents, primary key, async tasks, batches, large imports | indexing |
| Relevancy | Ranking rules, custom ranking, typo tolerance, synonyms, stop words | relevancy |
| AI-powered search | Embedders, hybrid/semantic search, similar documents, conversational search | ai-search |
| Index settings & API | Full REST endpoint map and settings reference | api-reference |
| Security | API keys, tenant tokens, multitenancy | security |
| Self-hosting | Configuration, deployment, backups (dumps/snapshots), sharding | self-hosting |
Show full SKILL.md (105 more words)Show less
Key rules to remember
- All write operations are asynchronous. Always confirm via task status before relying on the result.
- An attribute must be in
filterableAttributesbefore you canfilter/facet on it, and insortableAttributesbefore you cansorton it. PATCH /indexes/{uid}/settings(andupdateSettings) merges only the fields you send; sendingnullresets a setting to default.- Updating an index that does not exist via document or settings routes creates it automatically.
- Prefer the
POST /searchroute overGETfor auth caching and performance. - Never expose the master key or admin API key to clients; use a search-only key or tenant token in the browser.
© xlanex6, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 9 other files (references) in .agents/skills/meilisearch of xlanex6/nuxt-meilisearch.
- SKILL.md
- references/ai-search.md
- references/api-reference.md
- references/filtering-sorting-faceting.md
- references/getting-started.md
- references/indexing.md
- references/relevancy.md
- references/search.md
- references/security.md
- references/self-hosting.md
Open the folder on GitHubat commit fe56224
Compare with similar skills
Meilisearch next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Meilisearch this skillxlanex6/nuxt-meilisearch | 123 | — | ~1.1k | Automated safety check: Pass | MIT | |
| Nuxt Contentsecondsky/claude-skills | 227 | — | ~4.3k | Automated safety check: Pass | MIT | |
| Firecrawl Search Integrationfirecrawl/firecrawl | 190k | 1 repos | ~1.1k | Automated safety check: Pass | ISC | |
| Product Full-Text Searchlobehub/lobehub | 83k | — | ~4.1k | Automated safety check: Pass | Custom licence | |
| Hackernewssigcli/sigcli | 293 | 1 repos | ~2k | Automated safety check: Pass | MIT | |
| Nitro Server Toolkitantfu/skills | 5.9k | — | ~948 | Automated safety check: Pass | MIT |
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Firecrawl Search Integration
firecrawl/firecrawl
Guidance for adding Firecrawl's /search endpoint to product code and agent workflows when a feature starts from a query rather than a URL.
Product Full-Text Search
lobehub/lobehub
Guides work on LobeHub's own product search: the shared search repository, provider choice, Elasticsearch mappings, change syncing and reindexing.
Hackernews
sigcli/sigcli
Interact with Hacker News (news.ycombinator.com) — browse top, new, and best stories, read item details and comment threads, look up user profiles, and search posts via Algolia.
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Reference for Nitro v3, the server toolkit behind Nuxt: file routing, route rules, caching, storage, tasks, websockets and deployment presets.
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Query, aggregate, patch, or paginate Exceptionless data through its Elasticsearch repository abstractions.
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Questions about Meilisearch
What does Meilisearch do?
Meilisearch open-source search engine with full-text, semantic, and hybrid search, filtering, faceting, and typo tolerance. Meilisearch is an agent skill from xlanex6/nuxt-meilisearch. Meilisearch open-source search engine with full-text, semantic, and hybrid search, filtering, faceting, and typo tolerance.
When should I use Meilisearch?
Meilisearch fits situations like: integrating Meilisearch; building search UIs; configuring indexes.
How do I install Meilisearch in Claude Code?
Run `npx skills add xlanex6/nuxt-meilisearch --skill meilisearch -a claude-code`. Or copy the skill folder (.agents/skills/meilisearch in xlanex6/nuxt-meilisearch) into .claude/skills/meilisearch in your project. Claude Code loads it when a task matches its description.
How do I install Meilisearch in Codex?
Run `npx skills add xlanex6/nuxt-meilisearch --skill meilisearch -a codex`. Or copy the skill folder (.agents/skills/meilisearch in xlanex6/nuxt-meilisearch) into .agents/skills/meilisearch in your project. Codex loads it when a task matches its description.
Can I use Meilisearch in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add xlanex6/nuxt-meilisearch --skill meilisearch -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/meilisearch, .gemini/skills/meilisearch, .github/skills/meilisearch and .opencode/skills/meilisearch in your project.
What does Meilisearch need to run?
Going by SKILL.md and its folder, Meilisearch needs the command-line tools its instructions call (npm) and credentials named MEILISEARCH_KEY. Our summary lists: Node.js; Docker; A credential in MEILISEARCH_KEY.
Does Meilisearch access the network?
SKILL.md contains no URLs. Its commands use npm, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Meilisearch safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Meilisearch use?
Meilisearch is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Meilisearch use?
About 1.1k tokens (SKILL.md is roughly 4.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 6.3k tokens, read only when the agent opens those files.
What are the alternatives to Meilisearch?
Skills that share tags, products or a category with Meilisearch: Nuxt Content (secondsky/claude-skills, 227 stars), Firecrawl Search Integration (firecrawl/firecrawl, 190k stars), Product Full-Text Search (lobehub/lobehub, 83k stars) and Hackernews (sigcli/sigcli, 293 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Meilisearch?
xlanex6 (a GitHub user) maintains it in xlanex6/nuxt-meilisearch, which has 123 GitHub stars. The repository holds 3 skills in this directory. The repository was last updated on July 6, 2026.
Source: xlanex6/nuxt-meilisearch on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.