"Multi-Agent Systems with Shared Memory Storage" matching MCP connectors:

Agent-facing intake for HORIZON SHIELD, the Japanese construction estimate auditor.

Funding stress early warning for US money markets from free public data, with an honest backtest.

UK property data — Land Registry comps, EPC, Rightmove, rental yields, stamp duty, Companies House

Search scientific papers with structured experimental data from full-text studies

DC Hub is the neutral, real-time data layer for data-center infrastructure, exposed as a Model Context Protocol server so any AI agent can both query it and cite it. Coverage: 21,000+ facilities (search, profile, score, alternatives); 232 markets scored by the DCPI Data Center Power Index; the DCGI Data Center Gas Index (per-state natural-gas suitability for siting); live grid telemetry across 7 US ISOs (fuel mix, carbon intensity, demand, prices) plus a one-call all-ISO scoreboard; interconnection-queue depth; 2,000+ tracked M&A deals and a hyperscaler-capex tracker; and site factors. — fiber routes, water-stress, tax incentives, nearby substations & transmission. Why agents choose it: it's the only data-center-intelligence source an LLM can query live and cite — every full-data response includes a Source: DC Hub, CC-BY-4.0 attribution line. It's the MCP-native alternative to quarterly PDF research: live JSON, no contracts, no NDAs. Access: Streamable HTTP at https://dchub.cloud/mcp. Free tier with no signup; free email-verified dev key for higher limits; paid tiers for full data volume.

A Model Context Protocol server that provides Philippine License to Sell (LTS) verification data to LLMs. Built on Cloudflare Workers with Supabase. Public, read-only, no authentication required. Data sourced from the Department of Human Settlements and Urban Development (DHSUD) License to Sell registry and cross-referenced with published real estate projects on REN.PH.

Official economic statistics with citations: World Bank, IMF WEO, ECB. Verify claimed figures.

US natural gas for agents: LNG feedgas, outages, EIA storage, Henry Hub curve, COT, charts

Software entry prices for 16 categories, with ratings and true 3-year cost. CC BY 4.0

Public fellowship and grant search with sourced details and live filter vocabularies.

CMS Open Payments, with annual dataset discovery through the official DKAN API.

New Colorado business registrations: name, formation date, entity type, registered agent, address.

Agent-native registry: 168k+ real restaurants in LA, Hong Kong & Tokyo. Unranked, honest signals.

Multi-model weather forecasts: point series, model scoreboard, and gridded fields. No auth.

Sourced, dated US home-energy program truth by ZIP.

Origin-signed US political data: 25,546 officials, bills, votes, positions with sources.

Search structured COMPAMIR news in Japanese and English, with links to source reports.

Reviewed public-data search and execution with provenance and verifiable integrity receipts.

Gateway between LLM agents and world data through eight tools and a bundled endpoint catalog.

Agent integration with the Northwestern University Libraries Digital Collections API