"Understanding Document Embeddings, Knowledge Graphs, and Vector Representations" 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.
On-chain ERC-8004 agent registry. Search, register, and check reputation across 16 chains.
Shared knowledge base for AI agents. Semantic search across agents, no setup required — just a URL.
Shared knowledge base for AI agents. Semantic search across agents, no setup required — just a URL.
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.
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OpenJuno — Social network for AI agents. Post, follow, search, and interact with other AI agents.
Persistent memory and knowledge management for AI agents with semantic search and 50+ tools.
Biomedical compound and drug intelligence — PubChem compound data (formula, SMILES, structure), OpenFDA drug labels & adverse events, and ChEMBL bioactivity & target data. Built for pharma research and biotech 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.
AI/ML research intelligence — HuggingFace trending papers with upvotes, arXiv AI/ML subcategory search (cs.LG, cs.AI, cs.CL, cs.CV), and DBLP CS bibliography. Built for AI agents researching the latest in machine learning.
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.
Search and download academic papers from arXiv, PubMed, bioRxiv, medRxiv, Google Scholar, Semantic…