Exa Neural Search via MCP
affaan-m/ECC
Searches the web, code, companies and people through the Exa MCP server, with notes on setup, the web_search_exa tool and treating results as untrusted data.
Use Exa MCP for current web, code/docs, company, people, and page-fetch research.
$ npx skills add mxyhi/ok-skills --skill exa-search -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install mxyhi/ok-skills exa-search --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/mxyhi/ok-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/exa-search .claude/skills/exa-search && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "exa-search" agent skill from https://github.com/mxyhi/ok-skills/tree/main/exa-search into .claude/skills/exa-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "exa-search", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/mxyhi/ok-skills/tree/main/exa-searchType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add mxyhi/ok-skills --skill exa-search -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install mxyhi/ok-skills exa-search --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mxyhi/ok-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/exa-search .agents/skills/exa-search && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "exa-search" agent skill from https://github.com/mxyhi/ok-skills/tree/main/exa-search into .agents/skills/exa-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "exa-search", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add mxyhi/ok-skills --skill exa-search -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install mxyhi/ok-skills exa-search --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mxyhi/ok-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/exa-search .cursor/skills/exa-search && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "exa-search" agent skill from https://github.com/mxyhi/ok-skills/tree/main/exa-search into .cursor/skills/exa-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "exa-search", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/mxyhi/ok-skills.git --path exa-search--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add mxyhi/ok-skills --skill exa-search -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install mxyhi/ok-skills exa-search --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mxyhi/ok-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/exa-search .gemini/skills/exa-search && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "exa-search" agent skill from https://github.com/mxyhi/ok-skills/tree/main/exa-search into .gemini/skills/exa-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "exa-search", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install mxyhi/ok-skills exa-searchInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add mxyhi/ok-skills --skill exa-search -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/mxyhi/ok-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/exa-search .github/skills/exa-search && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "exa-search" agent skill from https://github.com/mxyhi/ok-skills/tree/main/exa-search into .github/skills/exa-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "exa-search", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add mxyhi/ok-skills --skill exa-search -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install mxyhi/ok-skills exa-search --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mxyhi/ok-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/exa-search .opencode/skills/exa-search && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "exa-search" agent skill from https://github.com/mxyhi/ok-skills/tree/main/exa-search into .opencode/skills/exa-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "exa-search", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
exa-searchUse Exa MCP for current web, code/docs, company, people, and page-fetch research.
Exa Search is an agent skill from mxyhi/ok-skills. Use Exa MCP for current web, code/docs, company, people, and page-fetch research. Prefer current hosted tool schemas and note deprecated tools.
Its SKILL.md is about 1.6k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/exa-tools.md`).
It sits in Productivity & Automation, covering Web search and MCP servers. It works with Model Context Protocol and Exa. The repository describes itself as: Curated AI coding agent skills and AGENTS.md playbooks for Codex, Claude Code, Cursor, OpenClaw, and other SKILL.md-compatible tools. The licence is Apache-2.0.
4 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 03fc6e2. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
curljqFrom the folder's file list and the shell code blocks in SKILL.md.
Hosts in commands or code, which the agent is likely to contact:
mcp.exa.aidocs.exa.aiFrom URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Exa Search loads about 1.6k tokens when it runs, and up to ~3.9k if it reads all its reference files. Until then it costs about 39 tokens; SKILL.md has 460 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from mxyhi/ok-skills at commit 03fc6e2, republished under its Apache-2.0 licence (© mxyhi). 460 words, ~1,634 tokens.
.claude/skills/exa-search/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.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© mxyhi, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 1 other file (references) in exa-search of mxyhi/ok-skills.
Open the folder on GitHubat commit 03fc6e2
Exa Search next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Exa Search this skillmxyhi/ok-skills | 494 | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | |
| Exa Neural Search via MCPaffaan-m/ECC | 277k | 4 repos | ~1.1k | Automated safety check: Pass | MIT | |
| Agent Searchlennney/agent-search-mcp | 110 | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | |
| Serply Web Searchdavepoon/buildwithclaude | 3.6k | — | ~865 | Automated safety check: Pass | MIT | |
| You Web Searchdavepoon/buildwithclaude | 3.6k | — | ~725 | Automated safety check: Pass | MIT | |
| Huge AI Searchwangwingzero/huge-ai-search | 144 | — | ~563 | Automated safety check: Pass | MIT |
affaan-m/ECC
Searches the web, code, companies and people through the Exa MCP server, with notes on setup, the web_search_exa tool and treating results as untrusted data.
lennney/agent-search-mcp
Use Agent Search MCP for free-first English and Chinese web search with compact evidence and minimal tool calls.
davepoon/buildwithclaude
Search Google, Bing, Google News and Google Scholar, and read public pages, through the Serply MCP server.
davepoon/buildwithclaude
Search the live web and read URLs through the You.com MCP server.
wangwingzero/huge-ai-search
Searches the live web through Google AI Mode via Huge AI Search (MCP or CLI).
jacob-bd/perplexity-web-mcp
Searches the web and queries premium AI models through Perplexity's own web interface, tracking quota carefully across quick, Pro and Deep Research tiers.
mxyhi/ok-skills
Capture a full DevTools-protocol trace of any browser automation — CDP firehose, screenshots, and DOM dumps — then bisect the stream into per-page searchable buckets.
mxyhi/ok-skills
Kimi Browser Extension(Kimi 浏览器扩展,原 Kimi WebBridge)lets AI control the user's real browser — navigate, click, type, read, screenshot, and interact with any website using the user's actual login…
mxyhi/ok-skills
Use Ontoly's deterministic Software Graph and MCP capabilities for repository architecture, request tracing, dependency analysis, configuration lookup, and impact analysis before falling back to…
Works with
Categories
Use Exa MCP for current web, code/docs, company, people, and page-fetch research. Exa Search is an agent skill from mxyhi/ok-skills. Use Exa MCP for current web, code/docs, company, people, and page-fetch research.
Exa Search fits situations like: tasks that involve Web search; tasks that involve MCP servers.
Run `npx skills add mxyhi/ok-skills --skill exa-search -a claude-code`. Or copy the skill folder (exa-search in mxyhi/ok-skills) into .claude/skills/exa-search in your project. Claude Code loads it when a task matches its description.
Run `npx skills add mxyhi/ok-skills --skill exa-search -a codex`. Or copy the skill folder (exa-search in mxyhi/ok-skills) into .agents/skills/exa-search in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add mxyhi/ok-skills --skill exa-search -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/exa-search, .gemini/skills/exa-search, .github/skills/exa-search and .opencode/skills/exa-search in your project.
Going by SKILL.md and its folder, Exa Search needs the command-line tools its instructions call (curl and jq).
SKILL.md names 2 domains. In commands or code: mcp.exa.ai and docs.exa.ai; the agent is likely to contact these when it follows the instructions. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Exa Search is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.6k tokens (SKILL.md is roughly 6.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 2.2k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Exa Search: Exa Neural Search via MCP (affaan-m/ECC, 277k stars), Agent Search (lennney/agent-search-mcp, 110 stars), Serply Web Search (davepoon/buildwithclaude, 3.6k stars) and You Web Search (davepoon/buildwithclaude, 3.6k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
mxyhi (a GitHub user) maintains it in mxyhi/ok-skills, which has 494 GitHub stars. The repository holds 4 skills in this directory. The repository was last updated on October 9, 2026.
Source: mxyhi/ok-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.