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affaan-m/exa-search

affaan-m

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.

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v1.1Saved May 11, 2026

Exa Search

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

When to Activate

  • 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 ~/.claude.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. 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
  • deep-research — Full research workflow using firecrawl + exa together
  • market-research — Business-oriented research with decision frameworks
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Overall Score

80/100

Grade

B

Good

Safety

78

Quality

82

Clarity

85

Completeness

75

Summary

Exa Search is an MCP-based neural search skill that provides web search, code discovery, and company/people research via the Exa API. It guides agents to use two core tools—`web_search_exa` for general information retrieval and `get_code_context_exa` for code examples and documentation—with clear parameter guidance and practical usage patterns.

Detected Capabilities

network request (outbound API call to Exa)external data retrieval (web search, code examples)environment variable access (EXA_API_KEY)

Trigger Keywords

Phrases that MCP clients use to match this skill to user intent.

web searchcode examples lookupcompany researchpeople lookupcurrent newsfind documentationneural search

Risk Signals

WARNING

EXA_API_KEY credential in configuration

MCP Requirement section
INFO

Outbound network requests to exa.ai for search queries

Core Tools section

Referenced Domains

External domains referenced in skill content, detected by static analysis.

exa.ai

Use Cases

  • Look up current web information and news articles
  • Find code examples and API documentation from GitHub and Stack Overflow
  • Research companies, funding, and market intelligence
  • Discover professional profiles and people in a domain
  • Background research for development tasks
  • Technical deep dives combining web search with code context

Quality Notes

  • Clear MCP setup instructions with example configuration
  • Well-organized parameter tables for both core tools with defaults and notes
  • Practical usage patterns demonstrating real-world scenarios (code research, company lookup, deep dives)
  • Helpful tips on parameter tuning (tokensNum range, search operators)
  • Related skills cross-referenced for broader research workflows
  • Security note: API key handling is documented but should remind users to use secure credential management (not hardcoding in files)
Model: claude-haiku-4-5-20251001Analyzed: May 11, 2026

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Version History

v1.1

Content updated

2026-04-20

Latest
v1.0

Seeded from github.com/affaan-m/everything-claude-code

2026-03-16

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