"Information on agent swarm architecture" matching MCP connectors:
GET /v1/connectors — MCP directory API referenceMatching Connector Tools:
Pay-per-call agent superpowers: media/video gen, product demos, research, GTM, scraping, compute.
Premium research articles for AI agents with x402 payment on Base network.
Know what business software really costs before you buy it. Independent reviews of the tools UK businesses run on: phone systems, email, cloud, SEO, social media, content creation, domain names and VPNs. Both prices shown, every score explained, and a clear label on which products we use ourselves.
YouTube transcript summarizer, AI-ranked video search, multi-video research reports, and channel growth audits via MCP. Four paid tools ($0.02/$0.05/$0.15/$0.25 USDC on Base via x402) plus free health_check and video_preview taster.
Cited, filing-grounded equity research an agent buys per call over x402 — no account, no API key. Graded quarterly cards, quantitative and qualitative, across hundreds of tickers and growing; WACC builds for a growing list of companies; live 10-Q highlights for any US filer. Call one complete card free before you pay anything.
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.
Agent-facing lodging decision tool. Non-sensitive categories only. Alpha, unauthenticated.
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.
Reviewed competitor pricing, offer comparisons, and market-change evidence with x402 payments.
An MCP server that gives any LLM or agent clean YouTube transcripts on demand: a single video, a whole channel, or a playlist, plus AI cleanup of auto-generated captions. API-key auth, credit-based, same backend as the public v1 API. Get a free API key with 25 free credits at youtubetranscriptdownload.com/account.
Give your agent web search and authoritative datasets: S&P Global, FRED, OECD, SimilarWeb & more.
Validate startup ideas with behavioral evidence — not opinion. Demand Discovery AI™ is a sales-agent MCP that answers founders' questions about the validation framework, the four data-signal categories (Search & attention, Conversation & pain, Adoption & spend, Capital & hiring), the Demand Score™, and the Build/Pivot/Kill verdict™. Includes 7 tools: ask a free-form question, get the validation framework, get product details, explain demand signals, compare validation approaches, get data-source
Real estate deal memo from a US address: AVM, rent, comps, cap rate, cash-on-cash, DSCR, red flags.
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.
Agent payments ecosystem intelligence. Scans GitHub/HN/npm across AP2, ACP, x402, MPP, UCP.
Deterministic Scope 1/2/3 GHG inventories with bundled factors and audit hashes.
Search reinforcement learning credit assignment papers and CLI agent benchmark tasks.
Scientific due diligence on a claim: reviewer questions, failure patterns, dated evidence.
Score a meetup topic, place a speaker on the right stage, price community reach. ELC data.
A dated daily editorial read on markets, macro and geopolitical risk, plus a graded risk radar that states what would prove each call wrong, upcoming catalysts, per-sector desk notes and macro-economic history for around 180 countries. Every answer carries its source and its date. Public and read-only: no account, no sign-in, and no tool that can change anything. Streamable HTTP; in the official MCP registry as ch.antevo/executive.
