exa-search

Neural search via Exa MCP for web, code, and company research. Use when the user needs web search, code examples, company intel, people lookup, or AI-powered deep research with Exa's neural search engine.

16 stars

Best use case

exa-search is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

Neural search via Exa MCP for web, code, and company research. Use when the user needs web search, code examples, company intel, people lookup, or AI-powered deep research with Exa's neural search engine.

Teams using exa-search should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

  • You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

  • You only need a quick one-off answer and do not need a reusable workflow.
  • You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/exa-search/SKILL.md --create-dirs "https://raw.githubusercontent.com/Jamkris/everything-gemini-code/main/skills/exa-search/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/exa-search/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How exa-search Compares

Feature / Agentexa-searchStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

Neural search via Exa MCP for web, code, and company research. Use when the user needs web search, code examples, company intel, people lookup, or AI-powered deep research with Exa's neural search engine.

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

SKILL.md Source

# Exa Search

> **Drift-prone skill.** Exa MCP tool names, parameters, and account limits can
> change. Confirm the exposed tool surface and current Exa docs before relying
> on a specific search mode, category, or livecrawl behavior.

Neural search for web content, code, companies, and people via the Exa MCP server.

## When to Use

- User needs current web information or news
- Searching for code examples, API docs, or technical references
- Researching companies, competitors, or market players
- Finding professional profiles or people in a domain
- Running background research for any development task
- User says "search for", "look up", "find", or "what's the latest on"

## MCP Requirement

Exa MCP server must be configured. Add to `~/.gemini.json`:

```json
"exa-web-search": {
  "command": "npx",
  "args": ["-y", "exa-mcp-server"],
  "env": { "EXA_API_KEY": "YOUR_EXA_API_KEY_HERE" }
}
```

Get an API key at [exa.ai](https://exa.ai).
This repo's current Exa setup documents the tool surface exposed here: `web_search_exa` and `get_code_context_exa`.
If your Exa server exposes additional tools, verify their exact names before depending on them in docs or prompts.

## Core Tools

### web_search_exa
General web search for current information, news, or facts.

```
web_search_exa(query: "latest AI developments 2026", numResults: 5)
```

**Parameters:**

| Param | Type | Default | Notes |
|-------|------|---------|-------|
| `query` | string | required | Search query |
| `numResults` | number | 8 | Number of results |
| `type` | string | `auto` | Search mode |
| `livecrawl` | string | `fallback` | Prefer live crawling when needed |
| `category` | string | none | Optional focus such as `company` or `research paper` |

### get_code_context_exa
Find code examples and documentation from GitHub, Stack Overflow, and docs sites.

```
get_code_context_exa(query: "Python asyncio patterns", tokensNum: 3000)
```

**Parameters:**

| Param | Type | Default | Notes |
|-------|------|---------|-------|
| `query` | string | required | Code or API search query |
| `tokensNum` | number | 5000 | Content tokens (1000-50000) |

## Usage Patterns

### Quick Lookup
```
web_search_exa(query: "Node.js 22 new features", numResults: 3)
```

### Code Research
```
get_code_context_exa(query: "Rust error handling patterns Result type", tokensNum: 3000)
```

### Company or People Research
```
web_search_exa(query: "Vercel funding valuation 2026", numResults: 3, category: "company")
web_search_exa(query: "site:linkedin.com/in AI safety researchers Anthropic", numResults: 5)
```

### Technical Deep Dive
```
web_search_exa(query: "WebAssembly component model status and adoption", numResults: 5)
get_code_context_exa(query: "WebAssembly component model examples", tokensNum: 4000)
```

## Tips

- Use `web_search_exa` for current information, company lookups, and broad discovery
- Use search operators like `site:`, quoted phrases, and `intitle:` to narrow results
- Lower `tokensNum` (1000-2000) for focused code snippets, higher (5000+) for comprehensive context
- Use `get_code_context_exa` when you need API usage or code examples rather than general web pages

## Related Skills

- `deep-research` — Full research workflow using firecrawl + exa together
- `market-research` — Business-oriented research with decision frameworks

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