Monitoring & Observability

Modern SSH for AI agents — cloud servers to BusyBox routers, with destructive commands blocked.

Concurrency-safe usage enforcement primitives for MCP tool execution.

OpenTelemetry instrumentation for Model Context Protocol (MCP) with distributed tracing support

See where a coding-agent session's tokens and dollars went: a local inspector for Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode and Hermes sessions, with a step-by-step timeline, per-step cost and analytics.

The governed agent operating system that turns rough product ideas into approved requirements, specifications, delivery, and evidence-backed software.

Model Context Protocol server for Kibana logs (read-only search via internal ES search API)

Thirty-two guarded agent utilities and maintained-data lookups over USDC x402.

Live runtime data from a running Flutter app: exceptions, logs, network, frames, diagnosis.

Secure SSH bridge for AI agents to observe and safely administer Linux VPSs.

SutramX uptime monitoring: monitors, check results, incidents, status pages and uptime/SLO reports.

Adaptive Agent CLI

An epistemic layer over pub/sub: monitors as enduring daemons that emit evidence with provenance, keep a computed state, and are subscribed to with a durable cursor. CloudEvents envelope, MCP extension door, Nostr-shaped filters, Kafka-shaped delivery.

Recheck a named influencer watchlist and return what moved since the run before it.

Self-hosted analytics for MCP servers: which tools, resources and prompts get used, by which client, how fast, and why they fail.

Audit interception for MCP tool calls: who called what, with which arguments, and how it ended

Lets your AI read a CI log far too big for its context. 12 tools, takes a file path.

140 deterministic tools for your AI: logs, tests, SQL, diagrams, SPARQL. Local, no network.

mcpspan analytics for any MCP server, without changing its code: runs in front of it, over stdio or HTTP.

Measure a real internet connection from an agent with no browser: download, upload, latency and jitter against 200+ global edge servers, with saved history. Runs the same engine as speedof.me. Needs a free API secret.

4,685 pre-production checks: security, performance, scale, integrations, post-launch, people.