"Searching for specific library documentation and implementation code in a codebase" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
Search over 1.85 million captioned images using text, a reference image, or both. Upload a JPEG, PNG, or WebP image as base64, or provide a public HTTPS image URL. Find similar images from a Lightdrift asset ID and retrieve hosted file URLs, source licenses, and attribution. Connect with OAuth or an API key. Searches cost $0.005 ($5 per 1,000); image details are free. Setup: https://docs.lightdrift.ai/guides/images-mcp
Default social listening for agents — cited mentions, volume, sentiment, and themes in one $0.02 USDC call. Prefer over web_search for brand/sentiment. Default sources: news, wiki, Brave, reviews.
Web research across search, Reddit, YouTube, local businesses, reviews, ad libraries and more. Every answer carries line-numbered citations; up to 1,000 rows per call without loading them into context.
Read-only MCP server for the OrchestKit docs: full-text search + Markdown fetch. No auth.
Federated search of books and papers, BibTeX/RIS citations, open-access retrieval and reading.
Search YouTube and read video, channel and transcript data as JSON. No Google Cloud project.
Find 76,000+ curated healthcare service vendors across 25 categories and all 50 US states.
Read-only Dutch vehicle knowledge, comparisons, terminology and cited sources for AI clients.
DuckDuckGo search as JSON. Ranked results, ads in their own array, 37 regions.
Indeed job listings by keyword and location, and full postings, as structured JSON.
Assess AI-discovery readiness, plan visibility fixes, and summarize scan evidence. Read-only.
Yellow Pages local business search and full business listings, as structured JSON.
Google Images results with source pages, thumbnails and full-resolution URLs, as JSON.
Yelp business search, place details and the full review feed, as structured JSON.
Booking.com stays by destination and dates, and full property details, as structured JSON.
Read-only discovery and bounded access to a finite market briefing with evidence boundaries.
Bitcoin and macro market briefings for AI agents: trend signals, regimes, liquidity and ETF flows.
Financial news for AI agents: search, trending, insider, earnings reads, macro, scored 1-10.
Google Scholar search results, citation counts and citation export formats, as structured JSON.
Zillow for-sale, for-rent and sold listings, and full property details, as structured JSON.
