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Web and code search with Exa MCP. Use for current documentation, API references, code examples, latest library info, or when the user mentions "exa", "web search", "docs", or "current API".

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SKILL.md

name exa-search
description Web and code search with Exa MCP. Use for current documentation, API references, code examples, latest library info, or when the user mentions "exa", "web search", "docs", or "current API".

Exa (MCP Server)

Real-time web and code search for current documentation and examples.

When This Applies

Signal Action
Need current API docs Use Exa
Library/framework documentation Use Exa
Code examples from GitHub get_code_context_exa
Latest versions/deprecations Use Exa
Deep research deep_search_exa

Available Tools

web_search_exa        # Real-time web search
get_code_context_exa  # Search GitHub, docs, StackOverflow
deep_search_exa       # Deep research with query expansion
crawling              # Extract content from specific URLs

Query Patterns

Current Documentation

{library} {feature} {version} 2024 2025

Examples:

FastAPI Pydantic v2 model_validator 2024 2025
Next.js 14 app router server components
React useOptimistic hook 2024

Migration Between Versions

{library} v{old} to v{new} migration
{library} {version} breaking changes
{library} upgrade guide {version}

Code Examples

get_code_context_exa("{library} {pattern} implementation example")
get_code_context_exa("{library} {use_case} tutorial")

Security/Auth Patterns

{auth_method} best practices 2024
{library} authentication {pattern} security
OAuth PKCE {language} 2024

When to Use Exa

Use Case Use Exa?
Current API documentation YES
Latest library changes YES
Code examples YES
Security best practices YES
Deprecation notices YES

When NOT to Use Exa

Use Case Use Instead
Information in codebase Warp-Grep or Grep
Past session content CASS
Historical context cass-memory (cm)
Task information Beads (bd, bv)

Query Strengthening

If initial query returns poor results:

  1. Add version: "React 19 useOptimistic" vs "React useOptimistic"
  2. Add year: "FastAPI middleware 2024" vs "FastAPI middleware"
  3. Add "official": "Next.js official docs app router"
  4. Be more specific: "Prisma findMany where clause" vs "Prisma queries"

Verification Checklist

After grounding with Exa:

Check Pass If
Source Official docs or reputable repo
Freshness Updated within 12 months
Version Matches your dependency
Completeness Full import + usage pattern
Status Not deprecated

Recording Results

Track grounding status in your work:

## Grounding Status
| Pattern | Query | Source | Status |
|---------|-------|--------|--------|
| `@model_validator` | "Pydantic v2 2024" | docs.pydantic.dev | ✅ Verified |
| `useOptimistic` | "React 19 2024" | react.dev | ✅ Verified |

Status values:

  • ✅ Verified — Matches current docs
  • ⚠️ Changed — API changed, updated approach
  • ❌ Deprecated — Found alternative
  • ❓ Unverified — Couldn't confirm, flagged

Requirements

Requires Exa API key configured:

claude mcp add exa -s user \
  -e EXA_API_KEY=your-key \
  -- npx -y @anthropic-labs/exa-mcp-server

See Also

  • external-docs/ — Full grounding skill with patterns
  • warp-grep/ — Codebase search
  • cass-search/ — Past session search