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exa-search【数据与研究】Use Exa MCP for current web, code/docs, company, people, and page-fetch research. Prefer current hosted tool schemas and note deprecated tools.
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Use this skill when online search, page fetch, code/docs lookup, company research, people research, or Exa MCP parameter checks are needed.
https://mcp.exa.ai/mcpexa-labs/exa-mcp-server@15ffb50519e719dc791cdc750ce5ed1934c0a1edexa-mcp-server@3.4.1; verified tarball SHA-256 62379fab5750cbc8334f096ff986ab1b7152488afffab5b0e275995310b6e978tools/list through a normal HTTP client.Direct MCP HTTP is the required invocation model for this skill. curl is fine, but keep the session and SSE parsing in small shell helpers instead of repeating low-level flags at every call site.
| Need | Prefer | Notes |
|---|---|---|
| General current web search | web_search_exa | Simple search. Only query and numResults. |
| Filtered search, dates, domains, categories, summaries, highlights, subpages | web_search_advanced_exa | Enable explicitly in tools=. Use this for company/people/papers/news filters. |
| Read known URLs fully | web_fetch_exa | Use after search when highlights are insufficient. |
| Code examples/docs | web_search_exa | get_code_context_exa still exists but is deprecated. |
| Company research | web_search_advanced_exa with category:"company" | company_research_exa still exists but is deprecated. |
| People/profiles | web_search_advanced_exa with category:"people" | people_search_exa still exists but is deprecated. |
web_search_exaquery required: semantically rich natural-language query. Can include category:company or category:people.numResults optional: default 10.type, livecrawl, contextMaxCharacters, or tokensNum on current hosted schema.{"query":"latest AI safety research June 2026","numResults":10}
web_search_advanced_exaquery required.numResults, type (auto | fast | instant), category, includeDomains, excludeDomains, startPublishedDate, endPublishedDate, startCrawlDate, endCrawlDate, includeText, excludeText, userLocation, moderation, additionalQueries.textMaxCharacters, contextMaxCharacters, enableSummary, summaryQuery, enableHighlights, highlightsMaxCharacters, highlightsQuery, maxAgeHours, livecrawlTimeout, subpages, subpageTarget.highlightsNumSentences, highlightsPerUrl; prefer highlightsMaxCharacters.company, publication, news, pdf, github, personal site, people, financial report.{
"query":"Anthropic funding valuation 2026",
"category":"news",
"includeDomains":["techcrunch.com","bloomberg.com"],
"startPublishedDate":"2026-01-01",
"numResults":10,
"type":"auto",
"enableHighlights":true
}
web_fetch_exaurls required: array of URLs. Batch multiple URLs in one call.maxCharacters optional: default 3000.{"urls":["https://docs.exa.ai/reference"],"maxCharacters":5000}
get_code_context_exa: use web_search_exa instead. Current schema is query, numResults; old tokensNum is obsolete.company_research_exa: use web_search_advanced_exa with category:"company" instead. Schema is companyName, numResults; default 3.people_search_exa: use web_search_advanced_exa with category:"people" instead.crawling_exa: use web_fetch_exa instead.deep_search_exa: use web_search_advanced_exa instead; current hosted MCP requires OAuth or an API key when this tool is requested.deep_researcher_start / deep_researcher_check: deprecated; use Exa Research API directly when needed.initialize; keep returned Mcp-Session-Id response header.notifications/initialized with that header.tools/list or tools/call with that header.text/event-stream, parse JSON from data: lines.EXA_URL="https://mcp.exa.ai/mcp?tools=web_search_exa,web_search_advanced_exa,web_fetch_exa"
EXA_SESSION_ID=""
exa_rpc() {
local payload="$1"
local session_header=()
local response
if [ -n "$EXA_SESSION_ID" ]; then
session_header=(-H "Mcp-Session-Id: $EXA_SESSION_ID")
fi
response="$(curl -isS "$EXA_URL" \
-H 'Content-Type: application/json' \
-H 'Accept: application/json, text/event-stream' \
"${session_header[@]}" \
--data "$payload")"
if [ -z "$EXA_SESSION_ID" ]; then
EXA_SESSION_ID="$(printf '%s\n' "$response" | awk 'tolower($0) ~ /^mcp-session-id:/ { sub(/^[^:]+:[[:space:]]*/, ""); gsub(/\r/, ""); print; exit }')"
fi
printf '%s\n' "$response" | sed -n 's/^data: //p'
}
exa_init() {
exa_rpc '{"jsonrpc":"2.0","id":1,"method":"initialize","params":{"protocolVersion":"2025-06-18","capabilities":{},"clientInfo":{"name":"exa-curl","version":"0.1.0"}}}' >/dev/null
exa_rpc '{"jsonrpc":"2.0","method":"notifications/initialized"}' >/dev/null
}
exa_call() {
local tool_name="$1"
local arguments_json="$2"
jq -nc --arg name "$tool_name" --argjson arguments "$arguments_json" \
'{jsonrpc:"2.0",id:2,method:"tools/call",params:{name:$name,arguments:$arguments}}' |
while IFS= read -r payload; do exa_rpc "$payload"; done
}
exa_init
exa_call web_search_exa '{"query":"latest AI safety research","numResults":5}'
Tool output format differs: web_search_exa returns formatted text, web_search_advanced_exa returns JSON text, and web_fetch_exa returns fetched page text.
web_search_exa call.startPublishedDate / endPublishedDate through web_search_advanced_exa.web_fetch_exa; do not dump raw results into the final answer.web_search_advanced_exa categories rather than deprecated specialized tools.references/exa-tools.md