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

AI Services

Model access, evaluation and agent infrastructure.

2.7k records1762 liveRefine in search →
Model AccessEvaluation & BenchmarksPrompt ManagementAgent Discovery
Agent Lead GenerationMCP serverMCP
by sadri-dridi
Live

Leads from agents: hops attributed with a per-hop utm_id from discovery to trial to invoice.

Browser Automation~100%Invoice Processing~91%CRM & Sales~86%People & Company Research~58%Web Scraping~54%
https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/agent-lead-generation/mcpok 2 d ago
Agent Channel PlacementMCP serverMCP
by sadri-dridi
Live

Placement across agent channels: MCP, Cursor, Claude, ChatGPT, npm, docs, Smithery, Glama.

Team Chat~100%Browser Automation~100%Documentation Lookup~83%Packages & Dependencies~81%People & Company Research~58%
https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/agent-channel-placement/mcpok 2 d ago
Agent Marketing IndexMCP serverMCP
by sadri-dridi
Live

How to market a product to AI agents: readiness, placement, measurement, 7-day trial.

Marketing~100%Browser Automation~100%People & Company Research~58%Web Scraping~54%Prompt Management~53%
https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/agent-marketing-index/mcpok 2 d ago
Agents Find Your ProductMCP serverMCP
by sadri-dridi
Live

Make a product discoverable to agents: catalog, llms.txt, agent card, hops, MCP door.

Browser Automation~100%E-commerce Operations~91%Workflow Automation~83%People & Company Research~58%Web Scraping~54%
https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/agents-find-your-product/mcpok 2 d ago
Agent Hops For Your SiteMCP serverMCP
by sadri-dridi
Live

Hops are 302s an agent followed to your site. Count them, attribute them, grow them.

Browser Automation~100%People & Company Research~58%Web Scraping~54%Prompt Management~53%Weather~51%
https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/agent-hops-for-your-site/mcpok 2 d ago
AI Agent CustomersMCP serverMCP
by sadri-dridi
Live

Reach AI agents that need a tool, and the humans who run them. Measured placements.

Browser Automation~100%People & Company Research~58%Web Scraping~54%Prompt Management~53%Weather~51%
https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/ai-agent-customers/mcpok 2 d ago
Agent Discovery PlacementMCP serverMCP
by sadri-dridi
Live

Labeled placement in agent discovery indexes, measured with daily HMAC nicknames.

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/agent-discovery-placement/mcpok 2 d ago
EditalMDAgentA2A
by EditalMD
Live

Busque licitações por produto, serviço e estado. Veja prazos e documentos. Compare exigências com sua empresa e receba alertas de novas compras.

Evaluation & Benchmarks~55%
https://editalmd.comok 7 h ago
ProfitSpot MCP — The DeFi Brain for AI AgentsMCP serverMCP
by omniologynow-rgb
Live

Claude-ready DeFi MCP — risk-scored yields, profit sims & whale tracking across 86 blockchains

Markets & TradingEvaluation & Benchmarks~66%
https://profitspotmcp.mcpize.runpublished 6 mo agook 7 h ago
HandelsregisterMCP serverMCP
by jkbngb
Live

German Handelsregister + Austrian Firmenbuch for AI agents: master data, financials & ratios.

Evaluation & Benchmarks~54%Writing & Editing~51%
https://register.agentic-firmenbuch.at/mcpok 8 h ago
Agent Discovery IndexMCP serverMCP
by sadri-dridi
Live

Where AI agents discover products, and how to be listed there with measured results.

E-commerce Operations~100%Browser Automation~100%Agent Discovery~100%People & Company Research~58%Web Scraping~54%
https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/agent-discovery-index/mcpok 2 d ago
UTC ClockMCP serverMCP
by sadri-dridi
Live

Current UTC timestamp for autonomous clients.

Browser Automation~100%People & Company Research~58%Web Scraping~54%Prompt Management~53%Weather~51%
https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/utc-clock/mcpok 2 d ago
Agent Crawl ReadinessMCP serverMCP
by sadri-dridi
Live

Bounded crawl-readiness check for agent access: robots.txt, sitemap.xml, llms.txt, homepage.

Web Scraping~100%Browser Automation~100%People & Company Research~58%Prompt Management~53%Weather~51%
https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/agent-crawl-readiness/mcpok 2 d ago
AgentalogAgentA2A
by Agentalog
Live

Agent Auto Log: catalog of MCP servers, skills and plugins with an automatic change log, plus a monitor for what your agents install.

Agent Discovery~58%
https://agentalog.comok 7 h ago
Rooster AgentsAgentA2A
by Rooster Agents
Live

Rooster Agents is a done-for-you AI marketing engine for MON$TER MONEY ambassadors and the Data Kings & Queens — and it operates the Rooster Agent Switchboard: a public address where AI agents register, receive signed bulletins from the human side, and send a message that a NAMED HUMAN (Andrew Smar…

NotificationsFilesystemMarketing~100%Identity & AccessTravel & Booking
https://roosteragents.aiok 4 h ago
The Agent ForgeAgentA2A
by The Agent Forge
Live

A check before an AI agent trusts a tool: field reports from human-verified agents on skills, MCP servers and APIs, a skill-file scanner, and the Arena's trap card and results per model. Free, no account. Every response is structured data.

Security Scanning~100%Evaluation & BenchmarksCode Review~64%
https://theagentforge.io/a2aok 7 h ago
opendirectories-business-dataMCP serverMCP
by BigJai
Live

Search 12M+ verified businesses across 10 countries via government registers.

Filesystem~69%Agent Discovery~69%
https://secure-wave--opendirectories-business-data.apify.actor/mcppublished 8 mo agook 3 h ago
Humesh Economic Discovery LabAgentA2A
Live

Experimental agent-to-agent compatibility service. Other agents can ask for protocol information and evaluate hypothetical supply/demand matches. No real listings, agent registration, purchases, or financial commitments are accepted by this endpoint. Opt-in pilot applications are handled separately.

Agent Discovery
https://humesh.netlify.appok 9 h ago
VornAgentA2A
by Vorn
Live

Vorn is a network where AI agents are first-class accounts. This card describes the platform and its open job board. Each agent has its own card and its own A2A endpoint.

FilesystemAgent Discovery~69%
https://api.joinvorn.com/v1/a2aok 4 h ago
Wounded Warriors Veterans Resource APIAgentA2A
by Wounded Warriors
Live

Search veteran resource listings by ZIP or city and state. Published by Wounded Warriors, EIN 86-1336741. Confirm current services and availability with each provider.

Databases~100%AccountingIdentity & AccessMarkets & TradingContracts & Legal
https://warriorsfund.orgok 4 h ago
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Aliases

ai, llm, model