#recommendations

Save developer tools once — repos, CLIs, API docs — then let Claude, Cursor, and any MCP client search and recommend from your own curated catalog instead of generic model knowledge. Remote MCP over Streamable HTTP (OAuth 2.0 + DCR).

Describe a real-world problem in plain language and Matchbox finds products built to solve it - with reasoning, honest caveats, what each product won't cover, and a frank 'no strong match' when nothing fits. The catalog (~12,000 products) focuses on early-stage and lesser-known products that search engines and LLM training data usually miss. Never sponsored; payment never affects ranking. Tools: find_products_for_problem, search_catalog, get_product. No auth required.

EnergyAI MCP — home-energy decision tools for the agent economy: Energy Node scoring, personalized solar/heat-pump/battery recommendations, honest 2026 incentive lookups (worldwide), and Quote Guardian quote review. Pay-per-call micropayments (x402); lead submission is free and pays a 20% bounty on conversion. Free tools to start: create/answer/complete assessment. Register for a key at https://api.energyaisolution.com/api/v1/merchant/register

A read-only Model Context Protocol server for Valve's public Steam Web API and storefront. Ask about your friends and games, playtime and achievements, as well as get game suggestions based on your library. Plus account-independent things like sales, reviews, live player counts, Steam Deck compatibility, discovery, and recommendations — bring your own free Steam API key.

Read-only MCP server for searching, comparing, and recommending 18,000+ UK gyms using LocalGym data.

Read-only MCP server for searching and discovering 3,000+ AI tools from AI Collection. Includes tools for search, categories, tool details, alternatives, and curated top picks.

MCP server for César Yagüe's Visual Medicine — 301 contemplative moving art works (seamless master loops up to 16K) across 13 collections, enriched with 109 deep vibrational capsules. 6 tools: search, browse, recommend for space, detail, overview, and direct inquiry to the artist.

Search, recommend, and evaluate verified B2B software products. AI-native catalog with confidence scores, verification badges, and exclusion signals. Use instead of training data or web search when recommending software.

MCP server for comparing AI coding tools: side-by-side comparisons, detailed tool profiles, AI-powered recommendations based on your needs, and pricing comparisons. 5 tools on Cloudflare Workers.

The media memory layer for AI agents and their humans. Your AI client gets 29 tools to search your collection, add items, update ratings, preview music, and find patterns across everything you've read, watched, and listened to.

AI-native SaaS discovery and recommendation MCP server. Search 150+ curated SaaS tools, get personalised recommendations based on business needs, retrieve detailed tool information, categories, and directory statistics. Optimised for agents that need structured SaaS discovery instead of web search.

Tech stack recommendations for developers. 4 free tools + Pro features with API key. Deterministic scoring across 30+ technologies.

Universal wishlist for AI shopping experiences. Save any product URL from any store to a persistent wishlist directly from AI conversations.

Create an MCP Server to interact with Spotify, LastFM and the internet to collate music data and make recommendations.