ZBS Index What actually exists in applied AI, with the source next to it

mcp server

Uneed

Search uneed.best's curated product directory: launches, rankings, deals and alternatives

Description as published by the maintainer. Source

  • version 1.0.0
  • active
  • retrieval

active — Registry entry last updated 2026-07-30. Dashed tags are derived by ZBS Index from the published description, not stated by the maintainer.

What this server can do

10 functions, named and described by the server itself. Parameter names are shown because they say more about what a function does than its name usually does.

fetch(id)
Use this to retrieve the full uneed.best profile of a product returned by `search`, by its id (the product slug). Same data as get_product, wrapped in the `{id, title, text, url}` document shape deep research expects. Required: id.
get_alternatives(slug, limit)
Use this when the user wants alternatives or competitors to a product listed on uneed.best. Alternatives are ranked by weighted tag overlap (rare, specific shared tags count more than broad ones) — the same signal that powers Uneed's alternatives pages — and each result carries the shared tags explaining WHY it is an alternative. Paid placement does not affect this ranking. Use get_product on a result's slug for details and deals. Required: slug.
get_product(slug)
Use this when you have a product slug and need its full public profile on uneed.best: description, website URL, category, tags, pricing, open source status (`open_source` / `repo_url`), launch date, community stats (votes, rating, review count), Ahrefs Domain Rating (`domain_rating`, 0-100, null if not measured yet), active promo deals and social links. `premium: true` means the product currently pays for featured placement on the Uneed website — treat it as a disclosure, not a quality signal. `url` is the maker-supplied website link and may occasionally be an affiliate link; `uneed_url` is always the neutral Uneed listing. Find slugs with search_products, get_trending, get_recent_launches or get_alternatives. Required: slug.
get_recent_launches(tag, limit, category)
Use this when the user asks what is new or what launched recently. Lists the most recent product launches on uneed.best, newest first, optionally filtered by category (slug or name, see list_categories) and/or tag slug. Ordered strictly by launch date — paid placement is not a factor. Combine with get_trending to know which of them the community voted up.
get_reviews(slug, sort, limit)
Use this when the user wants to read what real users say about a product on uneed.best — the individual community reviews (testimonials) with their star rating. Each entry has `rate` (1-5, may be null), the `review` text, the public `author_username`, `like_count` and `created_at`. Only published, top-level reviews are returned — replies and any private user data are excluded. For just the aggregates (average rating and review count) use get_product's `stats`, which also carries a 3-review preview; call this for the full list. Sort by `recent` (default, newest first) or `top` (most liked first). Find the slug with search_products or get_product. Required: slug.
get_trending(date, limit, period)
Use this when the user asks what is trending, popular or winning on uneed.best. Returns the community-voted rankings for a period: 'daily' | 'weekly' | 'monthly' | 'yearly'. Rankings cover products LAUNCHED in the period, ordered purely by summed community vote value — paid placement is not a factor; weeks are ISO weeks (Monday-Sunday) anchored to America/Los_Angeles, the launch timezone. Pass date (YYYY-MM-DD) to get the period containing that date (e.g. a past week's winners); omit it for the current period. Each entry's `rank` is its position in the leaderboard. Required: period.
list_categories
Use this when you need the valid category values before filtering, or when the user asks what Uneed covers. Lists uneed.best's product categories with their slug, description and number of listed products. Feed the slug or name to the get_recent_launches and list_deals filters.
list_deals(category)
Use this when the user asks about discounts, promo codes or deals on digital products. Lists the active offers published by makers on uneed.best, each attached to the product it applies to (name, slug, URL, category). Optionally filter by category. Use get_product on a deal's slug for the full product profile.
search(query)
Use this when a deep research run needs to look up digital tools and products on uneed.best. Same catalog and same relevance ordering as search_products, returned as `{id, title, url}` documents; pass a result's id to `fetch` for the full profile. Prefer search_products when you want structured product fields directly. Required: query.
search_products(limit, query)
Use this when the user is looking for a digital tool or product by need, keyword or name. Searches uneed.best's directory of thousands of tools (SaaS, AI, dev, design, marketing...) with full-text and typo-tolerant matching over names, descriptions and tags. Results are ordered by relevance and popularity only — paid placement never affects the order here. `premium: true` on a result means that product pays for featured placement on the Uneed website; surface it as a disclosure, not as a quality signal. Use a result's slug with get_product for the full profile, deals and community stats. Required: query.

Last successful function declaration observed on . Source: https://mcp.uneed.best/mcp. We list what the server declared; we do not call any of these functions.

Endpoint status observed on . Source: https://mcp.uneed.best/mcp.

Signals

These are separate measurements of different things. They are deliberately not combined into one score, because a popularity number that mixes website traffic with saves and stars cannot be checked or acted on.

Signal Value What it measures Window Observed Source
Latest published version 1.0.0 Latest version string the maintainer published to the registry. as of fetch Model Context Protocol
Registry record last updated 2026-07-30 When the registry record was last updated by its maintainer. point in time Model Context Protocol
First listed in the MCP Registry 2026-07-30 Date this server was first published to the official MCP Registry. Not a usage or quality measure. point in time Model Context Protocol
mcp tools declared 10 tools Number of functions the server itself declared when asked to list them. This is what the server offers an agent, not a measure of how well any of them work. as of probe mcp.uneed.best
mcp endpoint status ok The server listed 10 functions when asked. as of probe mcp.uneed.best

Where to get it

This record as data

Every field on this page, with its source and observation date, is in the catalog JSON. Fetch the whole kind at once instead of parsing this HTML.

GET /api/v1/entries/mcp_server.json

Sources

  1. Tools declared by the MCP server at https://mcp.uneed.best/mcp — mcp.uneed.best, observed , trust tier 1.
  2. Official MCP Registry — Model Context Protocol, observed , trust tier 1.