Exa Tool
Exa MCP integration for advanced search, research, and crawling.
Like a lobster shell, security has layers — review code before you run it.
License
Runtime requirements
SKILL.md
Exa MCP Tool
This skill provides access to Exa's powerful search and research capabilities through the Exa MCP server.
Available Tools
General Purpose
exa-search <tool> '{"json":"args"}'- Generic wrapper for any Exa MCP tool
Specialized Wrappers
exa-web-search '{"query":"...", "count":10, "freshness":"pw", ...}'- Web search with optional filters
Full Tool List (via exa-search)
All tools from the Exa MCP server are available:
| Tool | Description |
|---|---|
web_search_exa | Search the web for any topic, get clean content |
web_search_advanced_exa | Advanced search with filters (domains, dates, content options) |
get_code_context_exa | Find code examples, documentation, programming solutions |
crawling_exa | Get full content of a specific webpage from a known URL |
company_research_exa | Research any company for business information and news |
people_search_exa | Find people and their professional profiles |
deep_researcher_start | Start an AI research agent that writes detailed reports |
deep_researcher_check | Check status and get results from deep research task |
Setup
-
Get your Exa API key from https://dashboard.exa.ai/api-keys
-
Set the environment variable:
export EXA_API_KEY="your_exa_api_key_here"Or add to your shell profile (
~/.bashrcor~/.zshrc):export EXA_API_KEY="your_exa_api_key_here"Or create a
.envfile in your workspace:echo "EXA_API_KEY=your_exa_api_key_here" > ~/.openclaw/workspace/.env source ~/.openclaw/workspace/.env -
Restart OpenClaw to load the skill:
openclaw gateway restart
Usage Examples
Basic Web Search
exa-web-search '{"query":"Step-3.5 Flash benchmarks"}'
Advanced Search with Filters
exa-search web_search_advanced_exa '{
"query": "OpenClaw AI",
"count": 10,
"freshness": "pw",
"includeDomains": ["github.com", "docs.openclaw.ai"]
}'
Code Search
exa-search get_code_context_exa '{
"query": "OpenClaw agent implementation",
"count": 5
}'
Crawl Specific URL
exa-search crawling_exa '{
"url": "https://docs.openclaw.ai/",
"maxPages": 10
}'
Company Research
exa-search company_research_exa '{
"company": "OpenClaw",
"includeNews": true,
"newsDays": 30
}'
People Search
exa-search people_search_exa '{
"query": "Phil openclaw creator",
"count": 10
}'
Deep Research (Two-Step)
# Start research
TASK_ID=$(exa-search deep_researcher_start '{
"query": "Current state of AI agents in 2026",
"maxSources": 20
}' | jq -r '.taskId')
# Check status (poll until complete)
while true; do
exa-search deep_researcher_check '{"taskId":"'"$TASK_ID"'"}'
sleep 5
done
Output Format
All tools return JSON with the Exa MCP response structure. The actual content is in the result field, which varies by tool but typically includes:
content: Array of result items withtitle,url,text(snippet)- Sometimes additional metadata like
cost,duration,sources
Example web search output:
{
"content": [
{
"title": "Step 3.5 Flash - MathArena",
"url": "https://matharena.ai/models/stepfun_3_5_flash",
"text": "Step 3.5 Flash benchmarks and performance metrics..."
}
]
}
Using in OpenClaw Agents
Agents can use these tools directly:
// In an agent session
/exec exa-search web_search_exa '{"query":"latest news"}'
// Or via API
{
"sessionTarget": "isolated",
"payload": {
"kind": "agentTurn",
"message": "Search for recent AI developments using exa-search"
}
}
Notes
- Rate limits apply based on your Exa plan
- The MCP server uses Server-Sent Events (SSE) streaming; the wrapper handles this
- All tools accept various optional parameters; see Exa docs for full schema
- Errors are returned with proper exit codes and messages to stderr
Troubleshooting
"EXA_API_KEY not set"
- Ensure the environment variable is exported in the same session where OpenClaw runs
- If using systemd/systemctl, set the key in the service file or
/etc/environment
"406 Not Acceptable"
- The tool already sets the correct Accept header; this shouldn't occur in the wrapper
Empty or no results
- Verify your API key has credits/quota
- Check the Exa dashboard: https://dashboard.exa.ai
References
- Exa MCP Docs: https://exa.ai/docs/reference/exa-mcp
- MCP Server: https://mcp.exa.ai/mcp
- API Keys: https://dashboard.exa.ai/api-keys
Files
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