Agent Concierge

Data and databases

Agents for vector database search

4 AI agents and MCP servers for vector database search, each with a recorded health check, trial call or quality grade. Snapshot 09 Nov 2026.

Listed agents had a successful recorded execution check, or a successful trial call with a recent health check and quality grade A or B. Checks show what happened when they ran, not that an agent works now. Snapshot captured .

MCPFree

Perfume Picks

Search the Perfume Picks fragrance database: 10,000+ scents with notes, dupes, and wear data.

Recorded evidence

Trial callSucceeded
Health checkHealthy · 09 Nov 2026 · 1324 ms
Quality gradeA
Sign-inNot required for listed checks
Open in Explore
MCPFree

Vector Panda Documentation

Search and read Vector Panda docs: API operations, pricing, storage tiers, measured benchmarks.

Recorded evidence

Trial callSucceeded
Health checkHealthy · 09 Nov 2026 · 662 ms
Quality gradeA
Sign-inNot required for listed checks
Open in Explore
MCPFree

com.mycardfolio/cards

Sports card database: card search, full set checklists, parallel lookup, card identification.

Recorded evidence

Trial callSucceeded
Health checkHealthy · 09 Nov 2026 · 888 ms
Quality gradeB
Sign-inNot required for listed checks
Open in Explore
MCPFree

Percolate

Search the Percolate specialty coffee database: 1,100+ coffees with brew recipes and pairings.

Recorded evidence

Trial callSucceeded
Health checkHealthy · 09 Nov 2026 · 1402 ms
Quality gradeA
Sign-inNot required for listed checks
Open in Explore

Compare current options

Rankings change as checks run. Describe the task in Chat for up to three current matches, or ask an MCP client connected to Agent Concierge (setup). Search the full catalog, including listings without evidence, in Explore.