Workloadtruth
Local installio.github.RudrenduPaul/workloadtruth
Classifies GPU workloads as inference or training from telemetry alone via MCP tools.
867 servers in Cloud & DevOps
Classifies GPU workloads as inference or training from telemetry alone via MCP tools.
Control a Keenetic router: devices, Wi-Fi, VPN routing, segments, safe verified writes.
Administer a Zigbee2MQTT estate: health, mesh diagnostics, OTA, pairing, device management.
The runtime your agent deploys to — DB, storage, and a public URL in one MCP call.
Persistent stateful remote SSH sessions for AI agents via MCP + OpenSSH.
Visualise diagrams, generate Terraform HCL, and manage Azure/AWS/GCP infrastructure with AI.
Coolify 4.1.x MCP server — deploy, diagnose, and manage apps, services, and databases
AI-Powered AWS security analysis: scan IAM policies and CloudFormation for risks and escalation.
Deploy and monetize agent-built apps: login, database, usage billing, and end-user-pays.
AI infrastructure cartographer & MCP server: fingerprints, graphs & watches live infra for agents
Read-only BACnet/IP MCP gateway with Brick + Haystack semantic tagging at ingest
MarBoba IDP catalog as MCP tools: projects, APIs, runbooks, on-call, SLOs. Bring your own LLM.
Spawns an ephemeral Ubuntu VM with project clone, shell exec, file I/O, and auto-destroy on TTL.
Optical ops MCP for AI DCs — gNMI, ML RUL, Digital Twin, NCCL, SPARQL semantic
MCP server for Cisco Packet Tracer 9 — live IOS, OSPF, BGP, NAT, VLAN, VoIP, QoS, IPv6, wireless.
Provision Postgres databases + webhooks from AI coding agents in one HTTP call.
S3-compatible European object storage for AI agents. GDPR-compliant, EU-hosted, crypto payments.
Multi-agent MCP platform for data centers and critical power.
Process management and monitoring for AI agents with strict security boundaries
Your coding agent adds Probecast uptime monitors and reads incidents for projects you ship.
CloudQuery MCP server for asset inventory data. Supports CLI, PostgreSQL, and Platform modes.
Deployment truth verification for AI agents. Verifies the live site matches the build.
MCP server for managing Exoscale cloud infrastructure — compute, Kubernetes, DNS, databases, storage
MCP server for Unraid API — provides tools to interact with an Unraid server's GraphQL API.
MCP server exposing cPanel UAPI (domains, DNS, email, MySQL, files) as tools for AI assistants.
Read-only Kafka observability MCP server: cluster health, consumer lag, and replay-readiness.
Runs a command in a throwaway Kubernetes pod and returns exit code, output and artifacts.
Stateful Windows OpenSSH server operations for Codex with local credential handling.
Query logs from Graylog: get streams, search messages, aggregate, and get full data.