MCP Servers 447

LLM Observability & Orchestration Agent

LLM Observability & Orchestration Agent (Langchain)

LLM Observability & Orchestration Agent (LangChain Community)

Cross-market (US/JP/KR) structured financials, segments, ownership & metrics, traceable to filings.

Greet people by name and check local forecasts and weather alerts across the U.S.

Paid remote MCP for Antigravity extension compatibility MCP, structured receipts, audit logs, and re

Agent Trace Inspector

io.github.dbsectrainer/mcp-agent-trace-inspector

B✓Verified

Step-by-step observability for MCP agent workflows

Real-time water levels and flow rates from USGS stream gauges

Foam Observability

io.github.foam-ai/observability

C✓Verified

Query application logs, traces, and metrics from your AI coding assistant via Foam's MCP server.

DriftOracle - 15 tools for model/data drift monitoring: PSI, KS-test, alerts, evidence packs.

A paid remote MCP for HyperFrames, built to return verdicts, receipts, usage logs, and audit-ready J

A paid remote MCP for SREGym, built to return verdicts, receipts, usage logs, and audit-ready JSON.

A paid remote MCP for code graph MCP for AI coding, built to return verdicts, receipts, usage logs,

A paid remote MCP for OpenAI Codex memory MCP, built to return verdicts, receipts, usage logs, and a

AI-visibility monitoring for your brand across ChatGPT, Claude, Perplexity & Gemini.

Give an agent a place to put large output.

Log, query, and edit expenses, budgets, and accounts in Manilo from any MCP-compatible AI assistant.

Personal finance ledger: log expenses, track bills and cards, import statements.

Compare observed BC Ferries fares and dates, read qualified predictions, and manage fare alerts.

Hospedagem no Brasil que o agente opera: cria banco, publica, lê log e diz o custo.

Live river levels and stream-flow readings from USGS gauges, updated every 15 minutes.

Drilling jobs, customers, invoices, crews, schedules, and well logs for well contractors.

Live earthquake alerts from USGS: M2.5+ events 24h, magnitude, depth, location.

Log golf rounds in ChatGPT/Claude; scorecards, trends, unofficial WHS math.