"Current Weather in Beijing" matching MCP connectors:

CLSTR reads 100,000+ articles a day from 40,000+ sources in 170+ countries and deduplicates them into single events, then links related events into ongoing situations with a maintained summary and a full timeline. An agent can answer what has happened over the last six weeks, not just what a single headline says right now.

Bank and lender monitoring with historical-evidence limits and eligibility flags beside every claim.

Global stock research, ML forecasts, valuation signals, screeners & portfolio tracking in Claude

Official MCP: continuous supply-chain risk monitoring and early warning, not a one-off report. Register and create a key at https://supplygraph.ai/zk_chat_os/dashboard/dashboard.html — if you are not signed in you will be redirected to login; new users can register there. After login, open A2A / MCP and click Create Production Key or Create Sandbox Key. Send the header as Bearer <api_key> (one Bearer prefix, then the raw key). Optional for initialize and tools/list; required for tools/call.

Connect Claude or any MCP client to Thread Otter, a GTM agent for founders. Free tools with no key: find_buyer_threads (give it a website URL and get recent Reddit threads where that product's buyers are asking for it, report in ~3 minutes), reddit_demand_board (weekly demand across 40 communities with thread receipts), and subreddit_rules (promotion posture for 2,000+ profiled subreddits). With an API key: read your buying-intent mentions across Reddit, X, LinkedIn, and Bluesky, check your pipeline, and propose posts and reply drafts in your voice. Propose-only by design: nothing sends without your approval flow. Keys at threadotter.com/connect.

Check how much real depth Armasourcing's vetted Filipino virtual assistant pool has for a specific role, skills and timezone, and understand how hiring and engagement work. Returns aggregate pool statistics only, no candidate names, no profiles, and no pricing, and ends in a free discovery call booking.

Search declassified UAP/UFO government archives, geocoded sightings and cited entity profiles.

Taiwan stock market data (TWMD): official-source, point-in-time-safe datasets via read-only tools.

AI-native real estate discovery with structured property search and market intelligence.

Eligibility-first UK & EU grant discovery, inside ChatGPT and Claude. Checks eligibility before recommending, explains why each grant fits, and cites the funder's own page on every answer — with an honest "competition_risk: unknown" when the data isn't there. 6 tools: search, fetch, find_opportunities, should_apply, explain_opportunity, complete_profile. Transport: Streamable HTTP. Auth: OAuth 2.1 + PKCE. Free to install, no card required.

Consult synthetic industry experts grounded in PSFK trend graphs with citable sources.

Find novel, statistically validated patterns in tabular data — hypothesis-free.

First-hand Bordeaux en primeur tasting notes, appellation climate, phenology and terroir.

Paste-your-data analytics over MCP, computed in code: csv_profile profiles columns and data quality, ab_test runs two-proportion z-tests, correlation and growth_rates cover the basics, with funnel_report, cohort_retention, and forecast_trend in the premium tier. No uploads, no external calls, no data retention.

Live SaaS pricing: current plans, verified price changes, and comparisons for 33,000+ products.

UN Sustainable Development Goal indicators for all 17 goals, curated by country and year. Free.

Plain-English shipment input for freight & logistics: containers your cargo fits, 3D load plan.

Journal intelligence: indexing, quartile, APC, trust score, measured publication times

Source-cited EU/UK/US/AU market-access checks for Amazon and cross-border product compliance.

Save and organize web finds in persistent, user-controlled collections for AI assistants.