io.github.RudrenduPaul/agent-observability
AI agent observability with deterministic record/replay for debugging agent failures.
1,293 servers
AI agent observability with deterministic record/replay for debugging agent failures.
UNESCO UIS statistics (education, science, culture) with full provenance and fixed releases.
PageRankCafe MCP server: create and post ads, read performance, query platform insights.
Turn any AI assistant into your personal Census data expert. Ask questions in plain English, get accurate demographic data with proper interpretation and context.
Read ICTPBX state: extensions, DID numbers, SIP trunks, tenants and live PBX statistics.
Control an OBSBOT Tiny 2 camera: pan/tilt/zoom, AI tracking, focus, exposure, snapshots, recording
Crypto backtest statistics: the server owns the trial count, so it cannot be understated.
MCP Server for software testing, test case management, test execution, and defect tracking.
USASpending.gov awards, subawards, recipients, agencies, and federal accounts. 55 tools.
SEO for AI agents: keywords, live SERPs, backlinks, rank tracking, site audits, Search Console
Model, measure and verify parametric parts and assemblies in a running SolidWorks (Windows).
Pre-injection context compression for coding agents. Zero LLM calls, zero telemetry, offline-safe.
MCP server for RocketCyber Managed SOC — incidents, alerts, agents, and customer telemetry.
Read and manage Churnkey cancel flows, retention metrics, and payment recovery
Aircraft valuations, registry lookup, cost of ownership, market metrics, reports and logbooks.
Live Monero network metrics: reorgs, orphans, pool centralization and the Haveno order book.
TikTok video data analytics and content strategy tools
MCP server for the Yango Delivery claims B2B API: price checks, delivery claims, courier tracking.
Sentinel Hub MCP — satellite / earth-observation statistics as JSON (sentinel-hub.com).
MCP server for Duplicacy — monitor backup status and Prometheus metrics