Company Research
- 9 installs
- 90 repo stars
- Updated April 19, 2026
- liangdabiao/exa-research-mcp-skill
Helps with ai & agent building tasks.
About
company-research is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted development.
- company-research
- AI & Agent Building
- AI-coding skill
Company Research by the numbers
- 9 all-time installs (skills.sh)
- Ranked #12,152 of 16,546 AI & Agent Building skills by installs in the Skillselion catalog
- Data as of Aug 4, 2026 (Skillselion catalog sync)
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| Installs | 9 |
|---|---|
| repo stars | ★ 90 |
| Last updated | April 19, 2026 |
| Repository | liangdabiao/exa-research-mcp-skill ↗ |
What it does
Helps with ai & agent building tasks.
Files
Company Research
Tool Restriction (Critical)
ONLY use web_search_advanced from Exa. Do NOT use web_search_exa or any other Exa tools.
Token Isolation (Critical)
Never run Exa searches in main context. Always spawn Task agents:
- Agent runs Exa search internally
- Agent processes results using LLM intelligence
- Agent returns only distilled output (compact JSON or brief markdown)
- Main context stays clean regardless of search volume
Dynamic Tuning
No hardcoded numResults. Tune to user intent:
- User says "a few" → 10-20
- User says "comprehensive" → 50-100
- User specifies number → match it
- Ambiguous? Ask: "How many companies would you like?"
Query Variation
Exa returns different results for different phrasings. For coverage:
- Generate 2-3 query variations
- Run in parallel
- Merge and deduplicate
Categories
Use appropriate Exa category:
- company → homepages, gargantuan amount of metadata such as headcount,
location, funding, revenue
- news → press coverage
- tweet → social presence
- people → LinkedIn profiles (public data)
Public LinkedIn via Exa: category "people", no other filters Auth-required LinkedIn → use Claude in Chrome browser fallback
Browser Fallback
Auto-fallback to Claude in Chrome when:
- Exa returns insufficient results
- Content is auth-gated
- Dynamic pages need JavaScript
Models
- haiku: fast extraction (listing, discovery)
- opus: synthesis, analysis, browser automation
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