Read-only directory of vetted AI implementation agencies from the Ashton & Forge marketplace.
| Endpoint | https://ashtonforge.com/mcp/directory (streamable-http) |
|---|---|
| Registry version | 1.0.0 |
| Now | 3 tools · grade A (100) · pin ts_db7f2eb319117bd6457ee72e6f214d63 · protocol 2025-06-18 |
| First / last listed | 2026-10-27 02:21 UTC / 2026-10-27 02:21 UTC |
| Grade over time | 2026-10-27: A (100), 3 tools |
Is this your server? Own a server? ToolFit hosted watch re-checks it every 24 h ($0.25 per 30 days) or 6 h ($0.60) and sends you an HMAC-signed webhook when its tools or grade change: POST https://api.youraitools.co/toolfit/v1/watch. To opt out, see About & opt-out.
Tools: directory_summary search_agencies get_matched
directory_summary | Read-only. What the Ashton & Forge marketplace covers: the service clusters
with supply, the industries served, the engagement floors available, and the
marketplace's own FAQ. Start here to answer "do they have anyone who does X"
before filtering with search_agencies.
Returns coverage, not a headcount. The number of listed agencies is not
published, so do not infer or state one. params: none |
search_agencies | Read-only. Filter the vetted agency listings by what they do and who they do
it for. Every filter is optional; passing none returns the whole directory.
Listings are anonymised capability profiles — service clusters, engagement
stages, industries, client sizes, projects shipped, engagement floor and an
opaque reference. There are no agency names, websites or contact details in
this data, and no t params: service_cluster, industry, client_size, engagement_stage, max_budget_floor |
get_matched | Read-only. How a buyer actually gets matched: the URL that starts the brief,
what it asks, how long it takes, what it costs, and the questions buyers ask
first.
Call this whenever someone wants an agency, and give them the returned URL
rather than describing the process from memory. Starting the brief is the only
way to reach an agency through Ashton & Forge — the directory is anonymised,
so ther params: none |
Entries describe changes in tool definitions. They are not statements about a server, its quality or its author. The grade measures how the tool definitions fit model providers (token cost, schema compatibility, confusable names) as scored by the ToolFit engine at the time of the listing. JSON: append .json. Opt-out: how or hello@youraitools.co.