A research connector that gives an agent both structured data from selected providers and results from the wider web. Its structured sources include company financials, economic indicators, traffic, sports, and US government spending.

It is for researching companies, markets, economic data, traffic, sports, government spending, and other topics that require web sources.

It reduces the need to choose between narrowly structured data and broad web research. The agent can use typed values with named sources where available and web pages for other questions.

tako — Plugin for Gemini CLI by TakoData/tako-mcp

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo

git clone --depth 1 https://github.com/TakoData/tako-mcp

Made for: Gemini CLI.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

README.md

[![agentmods](https://agentmods.dev/badge/plugins/takodata/tako-mcp/gemini-extension/github.svg)](https://agentmods.dev/plugins/takodata/tako-mcp/gemini-extension)

Your own site

<a href="https://agentmods.dev/plugins/takodata/tako-mcp/gemini-extension"><img src="https://agentmods.dev/badge/plugins/takodata/tako-mcp/gemini-extension/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/plugins/takodata/tako-mcp/gemini-extension"><img src="https://agentmods.dev/badge/plugins/takodata/tako-mcp/gemini-extension.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session not measured What this adds to a session before it is invoked.

When invoked not measured Not applicable: nothing here is loaded into a session.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin original No closer match found in the catalogue.

Security

Grade A, and why

tako scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

gemini-extension.json · 12 lines

What it actually says

{
  "name": "tako",
  "version": "1.5.0",
  "description": "Tako MCP grounds your agent in two kinds of knowledge at once: proprietary structured data from trusted providers, and full web search. The curated side covers company financials, macroeconomic indicators, website traffic, sports, US government spending, and more. One tool call returns typed values with named sources when curated data exists, and agent-ready web results and page text for everything else. That combination is the point. A pure data API misses most questions, and a pure web search API makes your agent do the reading.",
  "contextFileName": "docs${/}gemini${/}GEMINI.md",
  "mcpServers": {
    "tako": {
      "httpUrl": "https://mcp.tako.com/mcp?tools=search,available_data,contents,graph_related,agent,company_agent,visualize"
    }
  }
}

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

2d ago Changed 64b5098dd6eb
5d ago Changed 1643a8e948c5
6d ago Changed f64a2dfe5371
12d ago Changed 437afb5399ac
15d ago Changed ecf7b81bb28a
16d ago Changed 47399f150f0d
17d ago Changed 69fe55cbef76
18d ago Changed 688ce8941e82
20d ago Changed 240551a2e1c5
25d ago First seen · 12 lines scan A f58314ea3fed

Subscribe to this mod's changes

tako is a plugin published in the GitHub repository TakoData/tako-mcp (6 stars, last pushed today), licensed MIT. Its token cost is not measured: this kind of file is read by the harness, not the model. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-08.

FRED Finance and fintech Research ai-agents claude cloudflare-workers data-visualization financial-data

tako

Getting it into your agent

Wrote this? Show the measurements

Grade A, and why

Nothing flagged

What it actually says

What this file has done since we first saw it

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