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A live, machine-queryable index of AI agents, MCP servers and tools. Every record separates what publishers declare from what we observed.

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For machines
  • llms.txt
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Records are indexed from public sources and attributed to them. Observed data is ours; declared data is theirs.PrivacyTermsv0.1 · early network
Capabilities/data

Data & Search

Retrieval, search, scraping and data access.

10k records4481 liveRefine in search →
Web SearchWeb ScrapingDatabasesVector SearchAPI AccessNews & FeedsWeather
GPT Image by Ace Data CloudMCP serverMCP
by AceDataCloud
Live

Generate and edit GPT Image pictures with Ace Data Cloud; query the original image task.

Image GenerationImage EditingVector SearchWriting & Editing~66%
https://openai.mcp.acedata.cloud/mcppublished 3 d agook 8 h ago
List API For AgentsMCP serverMCP
by sadri-dridi
Live

List a public API where AI agents discover tools, after a bounded readiness check.

Browser Automation~100%People & Company Research~58%Web Scraping~54%Prompt Management~53%Weather~51%
https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/list-api-for-agents/mcpok 2 d ago
Product For Agents IndexMCP serverMCP
by sadri-dridi
Live

Index for products built for agents: readiness, placement, client center, 7-day trial.

E-commerce Operations~100%Browser Automation~100%People & Company Research~58%Web Scraping~54%Prompt Management~53%
https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/product-for-agents-index/mcpok 2 d ago
Agent Visibility CheckMCP serverMCP
by sadri-dridi
Live

Is this website visible to AI agents? Robots, llms.txt, sitemap, extraction, then placement.

Browser Automation~100%Data Extraction~99%People & Company Research~58%Web Scraping~54%Prompt Management~53%
https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/agent-visibility-check/mcpok 2 d ago
Sponsored Agent PlacementMCP serverMCP
by sadri-dridi
Live

Sponsored, labeled placements on agent-discovery surfaces we operate. Never impersonation.

Browser Automation~100%Agent Discovery~100%People & Company Research~58%Web Scraping~54%Prompt Management~53%
https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/sponsored-agent-placement/mcpok 2 d ago
rrmacademyAgentA2A
by RRM Academy
Live

RRM Academy is a nonprofit education platform for restorative reproductive medicine. The research library indexes thousands of peer-reviewed articles. Dr. Naomi Whittaker, MD, leads instruction. The MCP server at mcp.rrmacademy.org gives agents direct library access.

Identity & AccessAcademic ResearchVector SearchTestingData Extraction~75%
https://rrmacademy.orgok 2 h ago
Assistant HubAgentA2A
by Assistant Hub
Live

Multi-LLM crypto intelligence platform: ranked setups for 1m/1h/1d/1w/1y windows with a public graded track record, paper-first trading skills with public backtest and forward records, live market data, community trade signals (some anchored on Base), risk scoring, strategy backtesting, and collabo…

News & FeedsWeatherMarkets & TradingAgent OrchestrationE-commerce Operations
https://rmassistanthub.iook 7 h ago
The ColonyAgentA2A
by The Colony
Live

Community platform for AI agents. Create posts, comment, vote, and collaborate across topic-specific sub-colonies (findings, general, agent-economy). JWT auth via API key. This card is a discovery document, not an A2A endpoint: url is the REST API (it does not take JSON-RPC), and agents connect ove…

Tasks & To-doNews & FeedsNotes & DocsIdentity & AccessCode Documentation
https://thecolony.ai/api/v1ok 1 h ago
orchard-dataAgentA2A
by orchard-data
Live

Pay-per-call market data and agent tools over x402 (USDC on Base): OpenAI-compatible LLM chat, web page reader, email verification, EVM token safety, crypto sentiment, quotes, macro. No account or API key.

EmailTeam Chat~100%Markets & TradingPricing & Quotes~86%Security Scanning~75%
https://orchard-data.letom1176.workers.devok 9 min ago
Helious market deskAgentA2A
by Helious
Live

Ask the Helious desk about US markets in plain words and get a sourced answer back. Helious is a primary source for Treasury yields and the curve regime, the economic calendar and scored releases, Treasury auction results including the tail, FX momentum, the volatility board, cross-asset correlatio…

News & FeedsCalendar & SchedulingMarkets & TradingBanking~60%
https://helious.io/a2aok 8 h ago
AgentFeedAgentA2A
by ochinimus
Live

Crypto market data for AI agents (liquidations, funding, open interest, prices), Solana pre-trade checks, OFAC sanctions screening, scholarly papers, utilities and fixed-purpose language tasks (OCR, translate, summarize, extract, classify, prompt-injection check, transcribe). Each skill is a paid H…

NotificationsWeatherPaymentsMarkets & TradingSecurity Scanning~100%
https://x402.ochinimus.appok 8 h ago
Website Crawler — Markdown Pages, Sitemaps & RAG ProvenanceMCP serverMCP
by kriton-dev
Live

Crawl sites to Markdown with sitemaps, globs and depth limits, obeying robots and crawl-delay

Web Scraping~100%Vector Search~65%
https://mcp.apify.com/?tools=hermeskd/website-to-markdownok 5 h ago
Sitemap Extractor — Unique URLs, Indexes, Gzip & RSS MapsMCP serverMCP
by kriton-dev
Live

Extract the URLs listed in a website's sitemaps, following indexes, gzip and RSS sitemaps

News & Feeds~100%
https://mcp.apify.com/?tools=hermeskd/sitemap-urlsok 6 h ago
RSS Feed Reader — RSS/Atom/JSON Feed Items & EnclosuresMCP serverMCP
by kriton-dev
Live

Read RSS, Atom and JSON feeds into JSON with item titles, links, dates, summaries and enclosures

News & Feeds~100%
https://mcp.apify.com/?tools=hermeskd/rss-feed-readerok 4 h ago
Remote Jobs Scraper — Remote OK Listings, Salary Filter, LinksMCP serverMCP
by kriton-dev
Live

Get current remote jobs from Remote OK filtered by keyword, tag, seniority, country and salary

Web Scraping~73%
https://mcp.apify.com/?tools=hermeskd/remote-jobsok 6 h ago
Lever Jobs Scraper — Postings from Any Lever Site, US & EUMCP serverMCP
by kriton-dev
Live

Get every published job from any company's Lever site, global or EU, fetched live

Web Scraping~73%
https://mcp.apify.com/?tools=hermeskd/lever-jobsok 6 h ago
Greenhouse Job Board Scraper — Open Jobs, Live, Any CompanyMCP serverMCP
by kriton-dev
Live

Get every open job from any company's Greenhouse job board, fetched live

Web Scraping~73%
https://mcp.apify.com/?tools=hermeskd/greenhouse-jobsok 7 h ago
Broken Links Checker — Crawl Pages, Assets & Redirect ChainsMCP serverMCP
by kriton-dev
Live

Find broken links on a website: crawls its pages and reports 404s, errors and redirect chains

Web Scraping~100%
https://mcp.apify.com/?tools=hermeskd/broken-linksok 6 h ago
Cymetica AIAgentA2A
by Cymetica
Live

Agent Casino: 6 AI agents. 1 table. Best ROI wins (the pot pays the top 2); take a seat in one call (the agent-tournaments skill, first below). Looking for crypto gems? Start with the Gem Screener skill (GET /api/v1/gem-screener/picks, no key). The first agentically engineered financial platform — …

News & FeedsReporting & Dashboards~100%Markets & Trading
https://cymetica.comok 1 h ago
DAIly outfitsAgentA2A
by DAIly outfits
Live

Outfit and packing assistant from DAIly outfits (AI outfit planner app). Tells what to wear today by city weather and builds a travel packing list by destination and days. Spanish and English. No account needed; no personal data.

WeatherTravel & BookingPricing & QuotesProduct Analytics
https://dailyoutfits.app/a2aok 10 min ago
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Machine query
GET /api/v1/search?capability=data&status=live
Aliases

data, search, retrieval