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Gouda Studios Agent Tools MCP Server

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Gouda Studios Agent Tools is listed as active in the registry but did not answer our last check. It exposes 11 tools. Last commit 7 Nov 2026.

Pay-per-result SAM.gov contracts, SEC EDGAR filings, USAspending awards and GLEIF LEI lookups.

Uptime history 22 days of history · worst day 2%
22 days agonow
4.3%
Uptime 24h
4 of 92 checks
11
Tools
read from the server
1358 ms
Response time
average over 24h
0
Stars
last commit 7 Nov 2026

What changed 30

Every tool that appeared, vanished or quietly changed what it asks for. Recorded since 22 October 2026. No other catalogue keeps this.

6 Nov 11 tool descriptions were rewritten abort-actor-run, get-actor-run, get-dataset-items and 8 more
6 Nov 11 tools changed the parameters they ask for abort-actor-run, get-actor-run, get-dataset-items and 8 more
4 Nov a tool appeared gouda_studios--google-trends-explorer
22 Oct 5 tool descriptions were rewritten gouda_studios--gleif-company-lei-lookup, gouda_studios--sam-gov-opportunities-feed, gouda_studios--sec-edgar-filings-feed and 2 more
22 Oct 2 tools appeared gouda_studios--website-contact-extractor, gouda_studios--youtube-transcript-extractor

What the code does

We read the source, 1 d ago · tools taken from the live server · rules 995398eba69f

Capabilities

What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.

Executes code built at runtime site/build.py:89 
  t['json']=j; json.dump(j,open(f"{OUT}/tools/{t['slug']}.json",'w'),indent=2)
exec(open('guides.py').read())

Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.

This code can reach further than it looks

We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.

Three servers free · no card

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 0 min ago.

run in your terminal
claude mcp add gouda-studios-agent-tools --transport http https://gouda-studios-agent-tools.vercel.app/mcp
Settings → Connectors → Add custom connector, then paste this address
https://gouda-studios-agent-tools.vercel.app/mcp
~/.codex/config.toml
[mcp_servers.gouda-studios-agent-tools]
url = "https://gouda-studios-agent-tools.vercel.app/mcp"
.cursor/mcp.json
{
  "mcpServers": {
    "gouda-studios-agent-tools": {
      "url": "https://gouda-studios-agent-tools.vercel.app/mcp"
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "gouda-studios-agent-tools": {
      "type": "http",
      "url": "https://gouda-studios-agent-tools.vercel.app/mcp"
    }
  }
}

Available tools 11

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

gouda
gouda_studios--gleif-company-lei-lookup
Looks up a company LEI by name, or returns LEI details by identifier, from the GLEIF registry (legal name, status, jurisdiction, addresses, parents). Use for company identity checks.
gouda_studios--google-trends-explorer
Returns Google Trends interest-over-time, region interest, related queries/topics, and daily trends for keywords. Use for search-interest research.
gouda_studios--sam-gov-opportunities-feed
Returns SAM.gov federal contract opportunities as JSON, filterable by keyword, NAICS, set-aside, notice type, agency, and state. Use for new or matching notices.
gouda_studios--sec-edgar-filings-feed
Returns SEC EDGAR filings for tickers or CIKs (8-K, 10-Q, 10-K, Form 4, Form D, S-1) with filing dates and document links. Use for company filing monitoring.
gouda_studios--usaspending-awards-search
Searches USAspending.gov federal awards by keyword, recipient, agency, NAICS, state, date, and amount. Use to find contracts and grants.
gouda_studios--website-contact-extractor
Extracts public emails, phones, social links, and addresses from a list of websites, one deduplicated row per site. Use for contact discovery on public pages.
gouda_studios--youtube-transcript-extractor
Returns YouTube video or Short transcripts as plain text, timestamped text, segments, or SRT. Use when you need captions or spoken content from a video URL.
abort
abort-actor-run
Requests abort of an Actor run that is starting or running. No effect if the run already finished.
actor
get-actor-run
Returns status, storages, stats, and a short summary for one Actor run. Use after starting a run, or with waitSecs to wait for a terminal status.
dataset
get-dataset-items
Returns rows from a dataset produced by an Actor run. Use when you have a datasetId and need the result items.
key
get-key-value-store-record
Returns one record from a key-value store by store id and record key. Use for INPUT, OUTPUT, or other named records.

Endpoints

URLTransportStateLatencyChecked
https://gouda-studios-agent-tools.vercel.app/mcp streamable-http answering 45 ms 0 min ago

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Gouda Studios Agent Tools — questions

Answers built from our own checks of this server.

What can Gouda Studios Agent Tools do?
It exposes 11 tools, read directly from the server on our last check. Among them: abort-actor-run, get-actor-run, get-dataset-items, get-key-value-store-record, gouda_studios--gleif-company-lei-lookup, gouda_studios--google-trends-explorer and 5 more. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →
Is Gouda Studios Agent Tools working right now?
We send a real MCP handshake every 15 minutes. Over the last 24 hours 4 of 92 checks got a reply (4.3%), average response time 1358 ms. The bar chart above shows every period we have measured.
The registry lists Gouda Studios Agent Tools as active — why does it not respond?
The official MCP registry stores what the author submitted; it does not verify that the server still runs. We check the endpoint ourselves, and this one does not answer. Catalogues that copy the registry without checking will show it as working.
How do I connect Gouda Studios Agent Tools?
Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.
Does Gouda Studios Agent Tools need an API key?
No. Gouda Studios Agent Tools completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 11 of them are readable on this page. This is what we observed, not what the docs claim.
How fast is Gouda Studios Agent Tools?
It answers our handshake in 1358 ms on average, which is faster than 1% of all working MCP servers we measure. That is on the slow side — worth knowing if the tool sits inside an interactive loop. The comparison comes from our own checks across the whole registry, every 15 minutes.
Is Gouda Studios Agent Tools open source?
The code is open source: it is published under the MIT licence, written in HTML, 0 stars on GitHub and 2 open issues. The licence covers the code in the repository, not the hosted service at gouda-studios-agent-tools.vercel.app, which runs on its operator's own terms.