Categories › Web & Browser › Web search engines & search APIs
Search indie products and their builders by category, country and funding stage. No key to read.
Remote server: your requests and data go to whatareyoubuilding.ai. Claude Code: claude mcp add --transport http whatareyoubuilding-ai https://whatareyoubuilding.ai/api/mcp · Claude app: Settings → Connectors → Add custom connector.
The tools this server listed when we connected to it, in its own words.
search_products — Search the directory of builder products. Filter by free text, region, category, funding stage, whether the builder is actively raising, andget_product — Retrieve one product by its directory id, with full builder attribution, links, funding state and engagement stats. Returns strictly more pesearch_communities — Search builder communities — the Slack workspaces, WhatsApp groups and meetups that independent builders actually gather in — by free text, get_community — Retrieve one community by its directory id, including its join link, platform, region, topic and member count where one was given. Call thisget_leaderboard — Rank products by engagement on the directory — upvotes, outbound clicks, impressions, shares or verified backlinks — optionally narrowed to list_filters — List every region, category, funding stage and platform that currently has listings, with counts. Call this before the first search of a consubmit_product — Add a product to the directory on behalf of the builder whose agent token this call carries. Call this when the person you are working for hsearch — Search across both products and communities at once, returning lightweight results — id, title, url — for retrieval with fetch. Call this whfetch — Fetch the full text of one directory record by an id returned from search. Ids are prefixed to say which collection they belong to: "productNot tested by KitScout yet. When our harness runs it, pros, cons and the tasks we tried appear here, with the date and evidence.