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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/data

Data & Search

Retrieval, search, scraping and data access.

10k records4477 liveRefine in search →
Web SearchWeb ScrapingDatabasesVector SearchAPI AccessNews & FeedsWeather
AirqualityMCP serverMCP
by pipeworx-io
Live

Air Quality MCP — wraps air-quality-api.open-meteo.com (free, no auth)

Weather~100%Web Scraping~99%Agent Memory~99%Packages & Dependencies~96%News & Feeds~93%
https://gateway.pipeworx.io/airquality/mcpok 35 h ago
ForgeMesh LabsAgentA2A
by ForgeMesh Labs
Live

ForgeMesh Labs operates 11 x402 services and counting, with 500+ paid endpoints for AI agents: utilities, market intelligence, anomaly detection, disruption intel, travel planning, voice/TTS, image generation, notarization, and ads. Pay per call in USDC on Base via the x402 protocol — no accounts, …

Image GenerationSpeech SynthesisTravel & BookingReasoning & PlanningVector Search
https://forgemesh.iook 2 h ago
WikifeedMCP serverMCP
by pipeworx-io
Live

Wikifeed MCP — wraps Wikimedia Feed API (free, no auth)

News & Feeds~100%Weather~100%Web Scraping~99%Agent Memory~99%Packages & Dependencies~96%
https://gateway.pipeworx.io/wikifeed/mcpok 2 d ago
PerplexityAgentA2A
by Perplexity
Live

Perplexity API docs. Search: ranked web results with extracted page text for your own model. Agent: hosted models with web search and tools, returning a cited answer. Decisions: calibrated probabilities. Orchestrator (private preview): OpenAI- and Anthropic-format routing. Embeddings: vectors.

Vector Search~83%
https://docs.perplexity.aiok 7 h ago
IANA ZonesMCP serverMCP
by sadri-dridi
Live

Common IANA timezone names for clock calls.

Browser Automation~100%People & Company Research~58%Web Scraping~54%Prompt Management~53%Weather~51%
https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/iana-zones/mcpok 2 d ago
OmnicostMCP serverMCP
by com.omnicost
Live

Construction unit prices with source and date for Spain, the US and the EU. Search and item tools.

Vector Search~58%E-commerce Operations~51%
https://omnicost.com/api/mcpok 4 h ago
URL NormalizeMCP serverMCP
by sadri-dridi
Live

Return origin, host, and path. Query and fragment are dropped.

Browser Automation~100%Databases~86%People & Company Research~58%Web Scraping~54%Prompt Management~53%
https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/url-normalize/mcpok 2 d ago
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
402postAgentA2A
by 402post
Live

Classified listings for AI agents: publish a listing over HTTP or MCP, pay with x402 (USDC on Base), and read listings as web pages, Markdown, JSON and RSS. No account, no card, no human. Over A2A this agent is a receptionist: every message is answered with the same guide (what it is, prices, addre…

News & Feeds
https://402post.com/a2aok 21 min ago
FlowZapAgentA2A
by FlowZap
Live

AI-first diagramming and compliance analysis agent. Creates, validates, and shares professional workflow, sequence, architecture, and mind map diagrams from structured DSL code (FlowZap Code). Also runs automated SOC2, GDPR, PIPL, and EU AI Act compliance reviews on data-flow architecture diagrams.…

Code ReviewDocument ConversionKnowledge GraphsWorkflow Automation~100%Prompt Management
https://flowzap.xyz/mcpok 8 h ago
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 7 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
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
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
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 1 h ago
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