PluginBench

MCP Servers

Model Context Protocol servers that give AI agents access to tools and data — sourced from the official MCP registry and ranked by GitHub stars.

23,114 MCP servers

US macro & Treasury data — FRED series, yield curve, auctions, and a macro dashboard.

GitHub repo analytics: stars, trending, code search, contributor maps for project research.

Global equity screeners across the US, China, Hong Kong, Taiwan, Korea, India, Japan and more.

Local business lead extraction with email + phone enrichment from Google Maps.

Scrape the FAA Aircraft Registry by N-number — aircraft make, model, year, owner name, address, airw

H1B visa salary disclosures + compensation benchmarks — real numbers, not estimates.

Indeed listings + Glassdoor reviews + H1B salary data for career copilots.

MCP server giving AI agents one-connection access to labor & financial-compliance data: DOL Form 550

Federal and state court records lookup for due-diligence and background checks.

Cross-source news (AP, BBC, NPR, HN, Google News) with topic filtering and dedup.

Patent & trademark IP search — patents, assignees, and inventors via Google Patents.

Headless browser primitives for AI agents when sites need real JS rendering.

Federal contracts, FDA recalls, business registrations, Amazon products — B2B intel.

Redfin listings, sale-comps, and neighborhood market data via natural-language queries.

Post + comment + subreddit search with comment-level depth for sentiment work.

Single-property deep-dive: history, price/sqft, days-on-market, comps from a Redfin URL.

SEC & institutional filings — Form 4, 8-K, 13F, Schedule 13D, Form D, IPO & earnings calendars.

G2, Trustpilot, Yelp reviews with sentiment and theme extraction across sources.

B2B sales intelligence — company emails, enrichment, lead lists, hiring & funding signals.

Extract papers from ArXiv — titles, abstracts, authors, categories & PDF links. Monitor new AI, phys

Site crawl + tech stack + DNS + SSL + WHOIS — five web-intel layers in one MCP.

Dev.to, Steam, podcasts, Eventbrite — cross-format content discovery for AI curators.

Live and historical NBA/NFL/NHL data — fantasy bots, content sites, betting research.

MCP server giving AI agents one-connection access to supply-chain & logistics data: AIS vessel track

Booking.com, Airbnb, TripAdvisor unified — for AI travel concierges and trip planners.

Forecasts, climate history, severe alerts by location — for outdoor-event planners.

Generic URL crawl + HTML extraction — fallback for sites without dedicated MCPs.

Yahoo fundamentals: earnings, P/E, analyst targets, peer comparisons for equity research.

YouTube video search with transcript extraction as first-class output.

Design custom star maps and engraved jewellery in chat; checkout finishes on thenightsky.com.