Monitoring

MCP server for Talos Linux — resources, services, logs, health, config, lifecycle via gRPC.

Check paid x402 APIs before your agent spends: signed uptime/price attestations. Zero-config join.

DNS lookups, health reports, SSL certs, security scans, GEO scoring, uptime checks

Cross-cloud observability for AI agents. Covers AWS, GCP, Vercel, and Cloudflare.

MCP server for Sentry — error tracking, issues, releases, events, and projects for AI assistants.

Access Bugfender logs, crashes, devices, and user feedback from MCP-enabled clients.

Agent-to-agent cloud service: deploys and runs your apps and services — domains, logs, real status.

Trace code history, commit reasoning, and PR context directly from Git logs.

Credential vault for AI agents — Fernet-encrypted keys, per-agent budgets, audit logs.

Compress logs, retrieval chunks, and code context into structured LLM-ready signal.

MCP server for Vercel — manage deployments and view build and runtime application logs.

MCP server for Langfuse LLM observability — trace and observation analysis.

Canonical Agentry discovery for coding agents: analytics, errors, deploys, and automation.

Turn-level governance observability for Claude Code transcripts. Local-first, no LLM inside.

Run local prompt regression checks from prompt-response logs in AI coding assistants.

Scans projects for secret exposure: leaked API keys, unprotected .env files, and secrets in logs.

Observability for incident agents — query Loki (LogQL), Prometheus (PromQL), Elasticsearch.

Claude Code token usage, cost, and plan limits from local logs and Anthropic's usage API.

MCP server for managing Fly.io machines, apps, logs, and Docker images.

Complete Vercel MCP: deploys, logs, projects, env, domains, DNS, certs via the full REST API

Verifiable cognition: prove a session ledger is tamper-evident; audit & import any agent's logs.

Rust MCP and CLI server for Docker, host inspection, SSH, logs, ZFS, and safe file operations.

Full MCP server for MT5: access trades, logs, compilation, etc..

Diagnoses ArduPilot DataFlash flight logs over the Model Context Protocol.