Servers that give an agent access to something — a filesystem, an API, a database. Every listing here was approved by a person before it appeared, and links out to the source rather than reproducing it. We deliberately don't publish ready-made config blocks: a working one carries arguments and environment variables, and those are somebody's secrets waiting to happen.
Search award flight availability and points pricing across 27 airlines and 23 loyalty programs.
Price comparison across partner retailers. Read-only, 90-day history, disclosed affiliate.
Seven-layer agent memory: episodic, semantic, procedural and core. Local SQLite, no account.
Grade any MLB, WNBA, PGA or ATP bet against thousands of play-by-play game simulations.
Render 47 chart types and tiled dashboards as PNG/SVG. Deterministic, no headless browser.
Market research and competitive intelligence for startup ideas - every finding source-linked.
Find jobs, improve resumes, prepare for interviews, and manage your application pipeline.
Verified brand claims with receipts for agent commerce. Ranking is never paid; the engine is open.
Operate Obriym CRM from your AI assistant: leads, deals, orders, catalog, stock, marketplaces.
Live crypto data: funding rates, funding arbitrage, OI pressure, Fear & Greed. Free, no API key.
Glassdoor job listings and full postings with company ratings and salary estimates, as JSON.
Arrange your own clips and instruments into finished song structures in Ableton Live 12.
Google Sheets integration with OAuth, spreadsheet management, batch operations, and formatting
UK procurement intelligence: live tenders, renewals with incumbents, buyer and supplier profiles.
Metric ⇄ imperial for technical drawings: dimensions, tolerances, ISO fits, threads, roughness.
Catch fabricated citations: verify DOIs/ISBNs and format them in 2900+ CSL styles.
Governed Kubernetes ops — 55 MCP tools with audit, budget, undo, risk-tier audit labels.
Governed Docker + Portainer container-host ops: reads, RCA analyses, guarded writes. 38 tools.
DebugBundle MCP: runtime error reporting, incident response, health checks, and product analytics.
MyKG Knowledge Graph Engine: Turn raw files into knowledge graphs with induced ontology