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DataWorth AI: AI data buyer directory

by dataworthai.com · remote · no sign-in to list tools · v1.0.0 · published by com.dataworthai

Search 33 AI data buyers and check which programs' published rules a company meets. Read-only.

Read only
CompareRegistry entry

5 tools: 5 only read.

Scanned Oct 22, 2026

No check matched anything in the tool definitions. No finding is not a safety guarantee. How the checks work.

claude mcp add --transport http buyer-directory https://dataworthai.com/mcp

Tools

Open a tool for its reasons and full description. Descriptions are the publisher's own words, shown as they are.

5 tools

Only reads 5Claude Code: allow
  • check_fitCompares a company's basic facts with the PUBLISHED eligibility rules of the programs DataWorth AI works with (Mode, micro1, Lunchbreak), using the same rules as DataWorth AI's qui…No findings

    Why it is in this group

    • The description's first verb is "compare": a word for reading.
    Description, as the server wrote it
    Compares a company's basic facts with the PUBLISHED eligibility rules of the programs DataWorth AI works with (Mode, micro1, Lunchbreak), using the same rules as DataWorth AI's quiz, with reasons quoted from each program's own wording. Returns no amounts. Not an offer. Always show the user the disclaimer, fee_disclosure and next_step link. Don't ask for names, emails or confidential data; none is needed.

    Annotations the server declares

    • title: Check which programs a company fits
    • readOnlyHint: true
    • destructiveHint: false
    • idempotentHint: true
    • openWorldHint: false
  • get_buyerFull directory entry for one buyer or program by its id (slug), e.g.Reads private dataNo findings

    Why it is in this group

    • The name "get_buyer" says "get": a word for reading.

    What it can reach

    • private-dataThe description's first sentence says "directory": it reads files.
    Description, as the server wrote it
    Full directory entry for one buyer or program by its id (slug), e.g. 'lunchbreak', 'micro1-enterprise', 'turing-lazarus'. Includes its own quoted rules, sources and last-verified date.

    Annotations the server declares

    • title: Get one buyer
    • readOnlyHint: true
    • destructiveHint: false
    • idempotentHint: true
    • openWorldHint: false
  • get_changelogWhat changed in the buyer directory and when (newest first), plus what was left out and why.Reads private dataNo findings

    Why it is in this group

    • The name "get_changelog" says "get": a word for reading.

    What it can reach

    • private-dataThe description's first sentence says "directory": it reads files.
    Description, as the server wrote it
    What changed in the buyer directory and when (newest first), plus what was left out and why.

    Annotations the server declares

    • title: Directory changelog
    • readOnlyHint: true
    • destructiveHint: false
    • idempotentHint: true
    • openWorldHint: false
  • list_situationsThe directory's situation lists (closed or winding-down companies, under 30 employees, outside the US, source code, engineering/CAD, professional services) with the buyers in each …Reads private dataNo findings

    Why it is in this group

    • The name "list_situations" says "list": a word for reading.

    What it can reach

    • private-dataThe description's first sentence says "directory": it reads files.
    Description, as the server wrote it
    The directory's situation lists (closed or winding-down companies, under 30 employees, outside the US, source code, engineering/CAD, professional services) with the buyers in each and the page link.

    Annotations the server declares

    • title: List buyer situations
    • readOnlyHint: true
    • destructiveHint: false
    • idempotentHint: true
    • openWorldHint: false
  • search_buyersSearch DataWorth AI's directory of companies and programs that license a business's operating records (email, chat, files, CRM, code, CAD) to AI developers.Reads private dataReads text others writeNo findings

    Why it is in this group

    • The name "search_buyers" says "search": a word for reading.

    What it can reach

    • private-dataThe description's first sentence says "search" and "directory": it reads files.
    • untrusted-inputThe description's first sentence says "search" and "email": it reads inbound email, which other people can write.
    Description, as the server wrote it
    Search DataWorth AI's directory of companies and programs that license a business's operating records (email, chat, files, CRM, code, CAD) to AI developers. Facts come from each company's own site; payouts are quoted in its own words and are not offers. Results are alphabetical (or by text relevance when a query is given), never by referral fee. For whether a specific company fits, use check_fit.

    Annotations the server declares

    • title: Search AI data buyers
    • readOnlyHint: true
    • destructiveHint: false
    • idempotentHint: true
    • openWorldHint: false

This is not a safety rating, and no finding is not a safety guarantee. The groups and findings come from fixed checks of the tool definitions the server returned on the date shown, not from its code or what it does when called. How the checks work.

Exfil surface

Which tools read private data, which read text someone else can write, and which can send data out. One of each is a path a prompt injection can use.

No private-data, untrusted-input, outbound path in this server alone: no tool is tagged outbound.

Reads private data4
Reads files, mail, messages, databases, secrets, calendars or repositories.
Reads text others write1
Brings in text someone else can write: web pages, inbound email, messages, issues and comments.
Can send data out0
Can carry data to people or systems: it sends, posts or publishes, or takes a recipient, channel or URL.

Other servers in the same agent add their own tools to these paths. Audit your whole setup to see them together.

Remote posture

What anyone on the internet sees at the remote endpoint: an anonymous initialize and tools/list, and the public OAuth metadata.

Looked at Oct 22, 2026, 14:30 UTC, unchanged since Oct 22, 2026. No credentials were sent and no tool was called. What is looked at.

Reachable
yes
HTTP status of an anonymous initialize
200
tools/list served without credentials
yes
Tools that change things, listed without credentials
0
Protocol version
2025-06-18
WWW-Authenticate on 401
not observed
resource_metadata in WWW-Authenticate
none
RFC 9728 protected resource metadata
none
Authorization servers
none
Legacy HTTP+SSE transport
no
Dynamic client registration
not observed
Client ID metadata documents
not observed

Install

Pinned to version 1.0.0. Values in angle brackets are yours to fill in.

claude mcp add --transport http buyer-directory https://dataworthai.com/mcp

Run in a terminal.

Claude Code permissions

Allow the reads, ask before a change or a way out, deny the deletes. Paste into .claude/settings.json.

.claude/settings.json
{
  "permissions": {
    "allow": [
      "mcp__buyer-directory__search_buyers",
      "mcp__buyer-directory__get_buyer",
      "mcp__buyer-directory__list_situations",
      "mcp__buyer-directory__check_fit",
      "mcp__buyer-directory__get_changelog"
    ],
    "ask": [],
    "deny": []
  }
}

Tools that only read are allowed, tools that change things ask first, tools that delete or cancel are denied. A read that can send data out (it takes a URL, say) asks first too. It assumes the server is installed as buyer-directory. Review it before you use it.

Capability tags behind 4 rules
  • mcp__buyer-directory__search_buyers private-data, untrusted-input
  • mcp__buyer-directory__get_buyer private-data
  • mcp__buyer-directory__list_situations private-data
  • mcp__buyer-directory__get_changelog private-data