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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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v1.2Saved Jul 14, 2026

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 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

76/100

Grade

B

Good

Safety

72

Quality

82

Clarity

85

Completeness

65

Summary

A neural search skill that guides agents to use the Exa MCP server for web content, code examples, company research, and professional lookups. The skill documents two core tools (web_search_exa and get_code_context_exa) with parameter guidance, usage patterns, and integration requirements.

Detected Capabilities

network-requestexternal-api-callexa-mcp-integration

Trigger Keywords

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

search web resultslook up company infofind code examplesresearch people profilesneural search querycurrent news lookup

Risk Signals

WARNING

Exa API key configured in ~/.claude.json with plaintext placeholder

MCP Requirement section, configuration example
INFO

External API dependency (exa.ai) with documented account limits and drift risk

First callout box and MCP Requirement section
WARNING

API key environment variable exposure in MCP server config

env: { "EXA_API_KEY": "..." } in ~/.claude.json example

Referenced Domains

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

exa.ai

Use Cases

  • Finding current web information and news about technologies or companies
  • Searching for code examples, API documentation, and technical references
  • Researching companies, competitors, valuations, and market intelligence
  • Locating professional profiles and people in specific domains
  • Conducting deep technical research with combined web and code context
  • Supporting background research for development and business decisions

Quality Notes

  • Excellent drift-prone skill callout at top — sets user expectations for API fragility
  • Clear MCP server integration requirements with exact config syntax and API key setup
  • Well-structured parameter tables for both core tools with defaults and validation ranges
  • Good usage pattern examples spanning multiple search types (code, company, people, technical)
  • Tips section provides practical guidance on tool selection and parameter tuning
  • References to related skills (deep-research, market-research) provide navigation context
  • Security concern: plaintext API key in example config — should emphasize using environment variables or secure secret management
  • Minor: tokensNum range (1000-50000) documented but parameter table says only 5000 default; could clarify min/max bounds more explicitly
Model: claude-haiku-4-5-20251001Analyzed: Jul 14, 2026

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Version History

v1.2

Content updated

2026-07-14

Latest
v1.1

Content updated

2026-04-20

v1.0

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

2026-03-16

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