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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 Services/ai.prompting

Prompt Management

Prompt templates and libraries.

655 records406 liveRefine in search →
Agent Traffic For StartupsMCP serverMCP
by sadri-dridi
Live

Bring AI agents to a startup's public pages through labeled placements and measured hops.

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-traffic-for-startups/mcpok 2 d ago
Agent Ready Website CheckMCP serverMCP
by sadri-dridi
Live

Check whether a website is readable by AI agents: robots, llms.txt, sitemap, HTML. Bounded.

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-ready-website-check/mcpok 2 d ago
UUID MintMCP serverMCP
by sadri-dridi
Live

Mint a random UUID v4.

Browser Automation~100%People & Company Research~58%Web Scraping~54%Prompt Management~53%Weather~51%
https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/uuid-mint/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
Agent Placement TrialMCP serverMCP
by sadri-dridi
Live

Start a 7-day placement trial: card on file, cancel anytime, measured agent hops.

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-placement-trial/mcpok 2 d ago
MCP Listing For ProductsMCP serverMCP
by sadri-dridi
Live

Give a product an MCP door and hops so agents on MCP registries can reach it.

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/mcp-listing-for-products/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
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
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 Audience IndexMCP serverMCP
by sadri-dridi
Live

Who the audience is when your customers are agents, and how to be found by 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-audience-index/mcpok 2 d ago
Agent First ListingMCP serverMCP
by sadri-dridi
Live

Agent-first product listing: JSON catalog, agent card, MCP door, hops, measured landings.

Browser Automation~100%E-commerce Operations~91%People & Company Research~58%Web Scraping~54%Prompt Management~53%
https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/agent-first-listing/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
Advertise To AgentsMCP serverMCP
by sadri-dridi
Live

Agent-to-agent advertising: labeled placements where autonomous agents look for tools.

Marketing~100%Browser Automation~100%People & Company Research~58%Web Scraping~54%Prompt Management~53%
https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/advertise-to-agents/mcpok 2 d ago
Get Agent CustomersMCP serverMCP
by sadri-dridi
Live

Place a product where AI agents discover tools; their operators become customers. 7-day trial.

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

Machine catalog for products that want agent clients: surfaces, hops, discovery paths.

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/agent-facing-catalog/mcpok 2 d ago
llms.txt ReadinessMCP serverMCP
by sadri-dridi
Live

Does a site publish llms.txt, robots permissions and a sitemap agents can use? Bounded check.

Browser Automation~100%Identity & Access~100%People & Company Research~58%Web Scraping~54%Prompt Management~53%
https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/llms-txt-readiness/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
JobMojitoMCP serverMCP
by com.jobmojito
Live

Run AI interviews, simulated personas and coaching sessions on JobMojito.

Code Documentation~58%Speech Synthesis~55%HR & Recruiting~55%Filesystem~54%Agent Discovery~54%
https://mcp.jobmojito.com/mcpok 18 min ago
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Machine query
GET /api/v1/search?capability=ai.prompting&status=live
Aliases

prompt library, prompt management, prompt manager, prompt engineering, prompt template, prompt versioning, template

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