AIBuilder Marketplace MCP
Dated software prices and cost traps for your AI agent
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A free, read-only MCP server for AI agents that research business software. 500+ tools: every price read on the vendor's own page and dated, every cost trap (per-seat, annual commit, renewal jumps, usage meters) with the sentence it is based on, and cost at your team size where price rules exist. Unknowns stay unknown. No account, no API key: add https://api.aibuildermarketplace.com/mcp to Claude, Cursor or VS Code.
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More like this: all 446 launches in model context protocol tools →
PH · launched Oct 18, 2026 · 1 upvote (top 67%)
- Horizontal
- Dev tools
- Developer
- AI-native
- Commercial product
- SaaS
- Developer Tools
- Artificial Intelligence
Similar launches
See all 271 similar launches →Could you build this?
Partial Writing an MCP server interface is trivial, but researching, verifying, and maintaining an up-to-date database of pricing rules and hidden contract traps across 500+ vendors requires ongoing manual data collection.
What it would actually take: The service requires a lightweight TypeScript/Python MCP server backed by a structured database. The hard part is the scraping and human verification pipeline needed to monitor vendor pricing changes, parse complex seat/usage tiering, and accurately flag contract traps.
Competitors
Other products that read as similar to this one : 271 launches clear the similarity bar, closest 8 shown.
Attention rank: #155 of 272 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 296 days after the earliest competitor.
- Build AI Trading Agents in Cursor/Claude with an MCP Server · hn · 2026-03-27 · 6 upvotes · similarity 0.47
- Kaiku · ph · 2026-09-25 · 78 upvotes · similarity 0.47
- Ticker · ph · 2026-11-02 · 2 upvotes · similarity 0.45
- mcprush.com · ph · 2026-10-05 · 2 upvotes · similarity 0.44
- mcpspan · ph · 2026-10-23 · 2 upvotes · similarity 0.43
- AI Spend Tracker · ph · 2026-10-21 · 1 upvotes · similarity 0.43
- LangAlpha · hn · 2026-04-14 · 148 upvotes · similarity 0.43
- API to MCP · ph · 2026-06-19 · 195 upvotes · similarity 0.42
Other launches for this product
- No other launches for this product.