Plug Uneed into your AI agent

Query 10,000+ community-ranked products from Claude, Cursor, ChatGPT or any MCP-compatible agent. Search, alternatives, rankings and deals: free, read-only, no signup.
New · MCP Server

Add the Uneed remote MCP server to your favorite client and start querying the directory in under 30 seconds. 

https://mcp.uneed.best/mcp
Free·No auth required·Read-only·Official

Connect your client

Pick your tool and paste the endpoint. No API key, no account.

  1. Open Settings → Connectors.
  2. Click Add custom connector.
  3. Paste the endpoint below (no authentication needed) and save.
https://mcp.uneed.best/mcp

Works in the Claude apps on desktop and mobile.

Try asking

Once connected, prompt your agent like this. Click a card to copy it.

Available tools

ToolDescription
search_productsTypo-tolerant full-text search across the directory
get_productFull product profile: tags, deals, community stats
get_alternativesAlternatives scored by tag overlap, with the why
get_reviewsPublished community reviews with ratings
get_trendingDaily / weekly / monthly / yearly community rankings
get_recent_launchesLatest launches, filterable by category or tag
list_dealsActive promo codes and maker deals
list_products_for_saleSaaS and side projects listed for acquisition, with price and revenue
list_categoriesAll categories with product counts
get_launch_statsMonthly submitted, declined and launched counts (open data, CC BY 4.0)

Open data: monthly launch statistics

How many products are submitted, declined and launched on Uneed every month. Free to reuse with credit.

One JSON document, one row per month, with the definitions and the license included in every answer. Also available to agents as the get_launch_stats tool. 

curl "https://mcp.uneed.best/v1/stats/launches"
FieldMeaningSince
monthCalendar month (YYYY-MM).2024-02
launchedProducts launched on Uneed in the month and still published, by launch date.2024-02
submittedNew products submitted to the waiting line in the month. A product sent back to the line is not counted again.2026-08
declinedSubmissions declined by moderation in the month, on the date of the decision.2026-08
completeFalse for the current month, whose counts are still growing.
estimatedTrue for the months before the submission ledger started (5 November 2026).

Good to know

  • Months are calendar months in America/Los_Angeles, the timezone of Uneed launch days. The current month answers complete: false.
  • A month's launches are not a subset of that month's submissions: most products launch weeks or months after they are submitted, so the gap between the two is mostly the waiting line.
  • Declines are counted on the day of the decision, so a cleanup of older submissions lands in the month it happens.
  • Months before 5 November 2026 answer estimated: true: submissions are reconstructed and may run slightly high, and declines for August and September 2026 are a lower bound.
  • Refreshed hourly.

License: CC BY 4.0. Credit it as “Source: Uneed, uneed.best”.

Why we built this

For agents

Clean, structured, rate-limited access to our data: the legitimate alternative to scraping.

For users

Product discovery where you already work: your AI assistant.

For makers

Your product becomes visible to AI agents the moment it launches on Uneed.

Submit your product

Frequently asked questions

Ready in 30 seconds

Paste this endpoint into your MCP client and go. 

https://mcp.uneed.best/mcp

Prefer REST? See the OpenAPI spec.