Provide real-time data querying and visualization by integrating Tako with your agents. Generate oβ¦
Copy the AI prompt to install this server into Claude Code, Cursor, or another agent β or use 1-click editor setup below.
π‘ Paste the JSON block into your client's configuration file under mcpServers, then restart the application.
Inspect callable tools, capabilities, and parameters exposed to AI agents by TakoData Tako MCP.
tako_searchFind the data.** Fast search over Tako's curated graph and the live web. Four parameters β `query`, `sources`, `country_code`, `locale` β and no defaults of its own, so an omitted field takes the API's. Cards carry headline values, node ids and chart links; `tako_contents` reads the rows. The top rβ¦
tako_available_dataFind what structured data exists** on an entity or metric in one free call β the exact metric name to search on, an `id` for graph traversal, and a ready-to-run `next_call`. Ambiguous names come back as candidates with a `kind`; `metric` doubles as the substring browse filter; `limit` widens the caβ¦
tako_contentsFetch what's behind result URLs (1-10 per call): a card's rows (billed per 1k rows) or a web page's text β pass `query` for only the matching passages. Requires a signed-in connection.
tako_graph_relatedExplore a graph node: a map (each relation's key, total, first three names) or one paged relation β metrics, the entities a metric covers, competitors (`rel:competes_with`), memberships, sources. `q` is a substring filter. Free.
tako_search_advancedThe whole v3 search request body: per-source `count`, inline rows and `max_rows`, graph pins (`node_ids` + `strict`), web `include_domains` / `exclude_domains` / `category` / `snippet_max_chars` / `published_after` / `published_before`, `location`, `timezone`, `include_related`, and `effort: deep`.β¦
tako_agentTako's **Answer Agent**: multi-step research (~30β90s) across many retrievals, returning a synthesized answer plus chart cards.
Tako MCP gives your agent industry-leading live web search plus licensed data that the open web does not have. That includes company financials, macroeconomic indicators, web and app traffic, sports, US government spending, and more.
Full Documentation Β· Get your API key Β· MCP Registry
Tako MCP lets an agent:
tako_contents reads the rows behind itWhy a data-native search API? On Tako's VerticalRTK benchmark of real-time domain questions (finance, economics, sports, weather), Tako outperforms the next-best web search API by 21% β while using ~75% fewer tool calls at up to one-tenth the cost, and answering research tasks in 15.5s vs 124.2s for OpenAI web search. It reaches parity with Exa, Parallel, Nimble, and Tavily on standard web benchmarks (SimpleQA, FRAMES) and pulls ahead where structured, real-time data matters. Read the evals β
Point your MCP client at the hosted endpoint β no install, no local server, no token:
Paste the URL. Sign in when your client prompts you β a per-host key is minted automatically, and new accounts get up to 2,000 free requests. Until you sign in, the connection runs anonymously: tako_search works right away (rate-limited), and every other tool β listed like everything else β asks you to sign in when called. For CI, headless use, or a client without an OAuth flow, connect with an API key instead β see API keys and headless clients.
Claude Code installs with one command β the plugin brings the MCP connection plus Tako's bundled research skills:
Gemini CLI installs as an extension. Same one command, same bundled skills, plus /data, /chart, and /coverage commands:
Each of these lands on the free tier immediately. Authenticate later to unlock the full toolset β see your client's section below.
Pick your client below.
Plugin (recommended) β installs the MCP connection plus Tako's bundled research skills in one step, and works immediately on the free tier β no API key to mint or manage:
That's it β tako_search works right away on the anonymous free tier. To unlock the full toolset and your own account limits, authenticate once with OAuth: run /mcp inside Claude Code, select tako, and choose Authenticate. A browser opens to sign you in with your Tako account and a per-host API key is minted for you automatically (visible and revocable at tako.com/console/api-keys). The same OAuth flow powers the plugin on Claude.ai β the plugin's Tako connector connects with a click, no token pasting.
If you previously added the server with claude mcp add, remove it first (claude mcp remove tako-mcp) so you don't end up with two copies of every tool.
Updating from an earlier plugin version? Older releases asked for a Tako API key in the plugin config; that setting is gone, so after updating your connection silently lands on the anonymous tier (
tako_searchruns; the rest asks you to sign in) β nothing errors, but your account limits are no longer active. Run/mcpβ tako β Authenticate once (or use the Connect button on Claude.ai) to restore full authenticated access.
Or add the MCP server directly (then authenticate in place via /mcp β tako β Authenticate):
Verify with claude mcp list (should show tako connected) or /mcp inside a session.
Use the one-click badge above, or add to ~/.cursor/mcp.json β Cursor prompts you to sign in on first use:
Add to your Windsurf MCP config β Windsurf prompts you to sign in on first use:
Add to .vscode/mcp.json (workspace) or your user mcp.json β VS Code prompts you to sign in on first use:
Extension (recommended) installs in one command, and works immediately on the free tier with no API key to mint or manage:
That installs the MCP connection, Tako's bundled research skills, and three commands:
| Command | What it does |
|---|---|
/data <question> | The answer, cited, across proprietary data and the full web, since sources defaults to both. One narrow tako_search (with rows) for a specific value, parallel searches for anything broad |
/chart <question> | The series as a chart, with the Open in Tako embed link |
/coverage <entity or metric> | What the proprietary graph has, before you spend a call. tako_available_data is free, and a miss there still leaves web search |
To unlock the full toolset and your own account limits, authenticate once: run /mcp auth tako inside Gemini CLI. A browser opens to sign you in with your Tako account, and a per-host API key is minted for you automatically (visible and revocable at tako.com/console/api-keys).
Manual config: if you'd rather not install the extension, or you want to pin a ?tools= allowlist, add to ~/.gemini/settings.json (authenticate later with /mcp auth tako):
To use an API key instead, add a headers block with "Authorization": "Bearer <key>" β but fill it completely: Gemini substitutes unset ${VAR} references literally, and a malformed Authorization header is rejected rather than ignored, so a half-filled token breaks the connection where no token at all would have worked.
Add to opencode.json β OpenCode prompts you to sign in on first use:
Codex connects to remote servers through the mcp-remote bridge, which runs the sign-in flow in your browser on first connect:
Add to Zed settings.json (via the mcp-remote bridge, which runs the sign-in flow in your browser on first connect):
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