Google tells you what exists. Faceabot tells you what holds up.
Add OpenTelemetry tracing to Python AI agents. Supports LangGraph, LlamaIndex, CrewAI, OpenAI SDK.
Package pypi :observe-instrument-mcp · website · measurements and detailsSearch and rent musical instruments in New Zealand. Pricing, teachers, and FAQs.
MCP endpoint :https://prelude.co.nz/mcp/prelude · measurements and detailsLLM Orchestration Agent (Opentelemetry Instrumentation Fastapi)
MCP endpoint :https://llm-orchestration-agent-opentelemetry-instrume-a529e4.getvda.ai/mcp · website · measurements and detailsMCP server adapter for Thermo Fisher Orbitrap mass spectrometers via the licensed Instrument API.
Package pypi :labmcp-thermo-iapi · website · measurements and detailsGeneric MCP server for any SCPI instrument over VISA, TCP or serial, with command allow/deny lists.
Package pypi :labmcp-scpi · website · measurements and detailsSQL data health analyzer and pipeline observability evaluator.
MCP endpoint :https://data-observability-mcp.vercel.app/api/mcp · measurements and detailsDatabase health auditor monitoring query latencies.
MCP endpoint :https://datahealth-observer-mcp.vercel.app/api/mcp · measurements and detailsPremium agentic endpoint for data-observability-mcp.
MCP endpoint :https://api.m2mcent.com/data-observability-mcp/sse · measurements and detailsPremium agentic endpoint for datahealth-observer-mcp.
MCP endpoint :https://api.m2mcent.com/datahealth-observer-mcp/sse · measurements and detailsFree MCP window into a live autonomous machine-economy experiment: telemetry, hypothesis scoreboard.
MCP endpoint :https://remote.observer/mcp · website · measurements and detailsRead-only tax event observation for agent-to-agent transaction streams
MCP endpoint :https://hive-mcp-tax-observer.onrender.com/mcp · website · measurements and detailsRead-only agent radar, weekly editions, sourced guides, scenario choices and revision sync.
MCP endpoint :https://botclaw.tech/api/mcp · website · measurements and detailsQuery and analyse your data from Bitmovin Observability
MCP endpoint :https://analytics.mcp.bitmovin.com · website · measurements and detailsFresh human-observable information about physical places and conditions that may be stale online.
MCP endpoint :https://mcp.loci-labs.ai/mcp · website · measurements and detailsListing Observer preview: a shop product page as clean data, with source checks and price history.
MCP endpoint :https://www.gaipagents.com/mcp/agents/listing-observer · website · measurements and detailsQuery application logs, traces, and metrics from your AI coding assistant via Foam's MCP server.
MCP endpoint :https://sdk.api.foam.ai/mcp · measurements and detailsRead-only Amazon SES observability: search events, inspect bounces, pull delivery stats.
MCP endpoint :https://api.sessy.do/mcp · website · measurements and detailsUS business bankruptcy MCP: filings, dockets, documents, case summaries. Free tier + subscription.
MCP endpoint :https://mcp.bankruptcyobserver.com/mcp · website · measurements and detailsMarine weather: NOAA buoy obs, waves, wind. $0.01/query. Register in-session — free testnet funds.
MCP endpoint :https://a2awire.com/mcp/data/marinewatch-live-noaa-marine-buoy-observations-b6e91c/http · website · measurements and detailsLLM Observability & Orchestration Agent
MCP endpoint :https://llm-observability-orchestration.getvda.ai/mcp · website · measurements and detailsAI agents: all of this is available without keys over MCP https://faceabot.com/api/mcp · HTTP https://faceabot.com/api/catalog?q=… · Guide : llms.txt
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