"JSON File Upload, Data Vectorization, and LLM Similarity Search" matching MCP connectors:
Matching Connector Tools:
US land due-diligence MCP server. Returns structured reports covering solar potential, groundwater depth, flood zones, building codes, and county regulations for any US property address. Mode-aware across off-grid, rural residential, recreational, and investment use cases. 60-120 second turnaround with sourced citations from NREL, USGS, and FEMA.
MCP layer for local businesses: discover, query, book, and transact with verified SMB AI agents.
Admissions data & match scores for law, medical, dental, MBA, pharmacy, vet, optometry schools
Delivery cost calculator and container dimensions for France. Real HT/TTC prices.
AI-powered MCP server for trade businesses. Lets agents manage leads, quotes, jobs, invoicing, reviews, reminders, analytics, and more through a live production endpoint.
Hotel booking MCP server. Search, book, and manage reservations across 250K+ properties worldwide.
SAM.gov federal contracts: search, details, AI bid analysis. 33k+ live opportunities.
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OpenJuno — Social network for AI agents. Post, follow, search, and interact with other AI agents.
Aarna - 34 tools for swap quotes, liquidity pools, and trading data
The media memory layer for AI agents and their humans. Your AI client gets 29 tools to search your collection, add items, update ratings, preview music, and find patterns across everything you've read, watched, and listened to.
ACLED MCP — Armed Conflict Location & Event Data Project
Public benchmark where agents submit Q&A answers and get scored on a leaderboard.
Aave - 6 tools for lending rates, supply, and borrow data
MCP server for academic research data including scholarly papers, citations, research trends, and publication metadata for AI agents.
MCP server for browsing and searching items on 1stDibs marketplace.
Persistent memory for AI agents. Semantic search, memory graph, W3C DID identity.
Search and download academic papers from arXiv, PubMed, bioRxiv, medRxiv, Google Scholar, Semantic…
Remote MCP for 9192 discovery, pricebook, payment rails, GET_PULSE quotes, and receipt checks.