all tools / recommendation
As of the latest check, Glimind tracks 14 recommendation AI agent (MCP) tools, of which 2 are healthy right now. The table below ranks them live-first by real-time reliability.
| tool | status | what it does | |
|---|---|---|---|
| recommend_bike_for_budget io.github.Tomalarrrr/cyclesite-mcp-server | healthy | Curated picks from Cyclesite's live UK inventory for a budget and intent. Prefers higher-engagement listings. Returns up to 5 picks with a o | alternatives |
| get_recommended_action com.a2awire/data-fda-recall-alert-food-product-safety | healthy | What should I do next on A2AWire? One-call recommendation from your current state (unregistered → register; unverified → start admission; ve | alternatives |
| recommend_books sandraschi/calibremcp | unknown | Get book recommendations based on preferences | alternatives |
| image_search_quick_wins kodotpro/gsc-mcp-remote | unknown | Image queries worth pushing, on an image-CTR baseline | alternatives |
| pdd.goods.recommend @liuliang520500/sinataoke_cn | unknown | 拼多多商品推荐 | alternatives |
| recommend_assets liangjunglj-cpu/Almond MCP | unknown | Recommends assets with reasons from the generated library | alternatives |
| content_recommendations Suganthan-Mohanadasan/Google Search Console MCP Server | unknown | Provides content recommendations. | alternatives |
| content_recommendations kodotpro/gsc-mcp-remote | unknown | Prioritised update / create / consolidate actions | alternatives |
| get_user_recommendations avd-fde-labs/sapphire-user-mcp | unknown | Personalised partner service recommendations ranked by relevance score | alternatives |
| aria_recommend_starter_kit aria-cx-mcp | unknown | Recommend best-fit Starter Kit | alternatives |
| recommend_repositories ZenitsuAckerman/GitHub-MCP | unknown | Suggest new repositories based on stack. | alternatives |
| seomonitor_get_topic_recommendations BuntStudio/seomonitor-mcp-server | unknown | Gets topic recommendations | alternatives |
| recommend_courses io.github.KKazuhaK/anteater-mcp | unknown | Filter by GE, days, time window and open seats; rank by historical GPA. | alternatives |
| recommend io.github.oxgeneral/agentnet | down | Get complementary agents for your user's context. Excludes agents with overlapping capabilities. | alternatives |
As of the latest check, Glimind tracks 14 recommendation AI agent (MCP) tools, of which 2 are healthy right now. The table below ranks them live-first by real-time reliability. Glimind rates each neutrally (0–100) from safe liveness probes plus privacy-clean real-usage outcomes — see each tool's live page for its current score and a working alternative if it's down.
Ranked live-first by current verdict (healthy → degraded → down), then by the neutral reliability score. Glimind sells no tools, so the ranking is unconflicted.
Every tool here links to its live alternatives — capability-matched substitutes that are healthy now. Or query https://glimind.com/v1/alternatives/{toolId}.
Live data via MCP/REST. Neutral ratings — Glimind only measures.