"Utilizing Local LLMs for Query Preprocessing with Minions Framework" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
Search, filter, count and sum Australian government open data, with every version kept.
Wikipedia page views over time, with growth for any article topic. Free key at trendsmcp.ai
Read-only discovery for 440 Malaysian public datasets with freshness, licence, and provenance.
Measured share of answer for 24 crypto and Web3 brands. An open dataset, not an audit of your site.
Measured share of answer for 20 SaaS brands. An open dataset, not an audit of your site.
SEC financials for AI agents: statements for 8,000+ public companies. 5 tools, free, no key.
Thai legal search MCP — statutes, gazette, opinions, court cases, with checkable citations.
Fair-price checks for Japanese renovation quotes, with sources and recomputable records.
Money, FX, capital-market and metadata-only China macro evidence with source clocks and limits.
Check the factual claims in a draft or an answer: a quick verdict, or a deep check with sources.
German Handelsregister + Austrian Firmenbuch for AI agents: master data, financials & ratios.
USDA farm data for AI agents: grain, fertilizer, WASDE, export sales. 27 tools, free, no key.
German federal and Land statutes plus court decisions for agents. Keyless, read-only.
Search and read bounded published Altss profile summaries with canonical citations. No private data.
Climate and disaster risk for any place or property: flood risk, heat waves, storms and hurricanes, wildfires, earthquakes, sea level rise and 7-day weather risk. Is it safe to go there? Ask about any city, address or coordinates and get this week's weather risk (heat, cold, wind, heavy rain, snow), wildfires, earthquakes, floods and cyclones happening nearby right now, long-term exposure to 2050 and 2080 (flood depth, sea level rise, extreme heat, drought, water stress) and the country's disaster-risk profile and rank among 194 countries. Also compares and ranks countries by risk for ESG and insurance research, and in Claude and other MCP Apps hosts shows an interactive map of the place right in the chat. Every value cites its source: INFORM, ND-GAIN, World Bank, CMIP6, ERA5, IPCC AR6, WRI Aqueduct, GDACS, NASA FIRMS, OpenAQ, ECCC GDPS. Remote, free, no API key, read-only.
Market data tools for the MCP ecosystem: server stats, events, search, leaderboards, package trends.
Agent intake desk for property renovation. Read only, CORS open, fail closed, receipts recompute.
USDA farmland values and county cash rents for AI agents. NASS data, 3 tools, free, no key.
Romanian company data from the official registers, for AI assistants and agents. Look up any company or sole trader by fiscal code (CUI) or by name: identification data, status, VAT registration, e-Factura enrolment, annual financial statements since 2008, newly registered companies, and the BNR reference exchange rate. Sources are the trade register (ONRC open data), the tax authority (ANAF), the Ministry of Finance and the National Bank of Romania; every answer says which register it comes fro
Search and read Edgepedia, a free and growing encyclopedia with citations. No key.
