XCP-ng AIops
Governed XCP-ng ops via Xen Orchestra — 29 MCP tools with audit, budget, undo guards.
Governed XCP-ng ops via Xen Orchestra — 29 MCP tools with audit, budget, undo guards.
Governed Veeam Backup & Replication ops — 25 MCP tools with audit, budget, undo guards.
Governed TrueNAS SCALE storage ops — 25 MCP tools with audit, budget, undo guards.
Governed redis + rabbitmq ops: memory/latency/backlog/churn RCA, policies. 28 tools.
Governed Traefik + Caddy + HAProxy ops: routes, upstreams, certs, 5xx RCA. 28 tools.
Governed Proxmox VE VM/container ops — 43 MCP tools with audit, budget, undo & risk-tier guards.
Governed PostgreSQL DBA ops: slow-query RCA, bloat/vacuum & blocking-lock analysis; 35 MCP tools.
Governed OT tap (57 tools): OPC-UA/Modbus/S7/MC/MTConnect/MQTT/EtherNet-IP/EtherCAT.
Governed Prometheus + Grafana ops: PromQL, alerts, dashboards, RCA; 39 tools.
Governed Nutanix Prism Central v4 ops: clusters/VMs/storage/DR/LCM/RCA, ETag-safe, 51 tools.
Governed network device ops (NAPALM) — 33 MCP tools with audit/undo.
Governed MySQL/MariaDB DBA ops: slow-query, lock-wait, replication & fragmentation RCA; 35 tools.
Governed SolarWinds Orion + PRTG + Zabbix ops: SWQL, alert rollup, health, 42 tools.
Governed MinIO ops: capacity RCA, exposure audit, ILM, WORM retention, IAM, healing, 48 tools.
Governed Kubernetes ops — 55 MCP tools with audit, budget, undo, risk-tier audit labels.
Governed GPU inference ops (vLLM + Ray Serve): latency RCA, scaling, drain, 39 tools.
Governed Keycloak + authentik identity ops: users, events, clients, MFA, RCA. 29 tools.
Governed OPNsense + pfSense firewall ops: rules, NAT, VPN, DHCP, RCA. 35 tools.
Governed Cisco Meraki fabric ops: uplink RCA, health score, drift; 34 tools with audit/undo.
Governed managed-endpoint ops — login-storm & drift analysis, 13 MCP tools with audit/budget/undo.
Governed Docker + Portainer container-host ops: reads, RCA analyses, guarded writes. 38 tools.
Compliance evidence from AIops audit trails: HIPAA/PCI/SOC2/GDPR, OSCAL export, 19 tools.
Governed self-managed GitLab + Gitea CI/CD ops: pipelines, runners, artifacts, RCA. 28 tools.
Governed Ceph mgr ops: HEALTH_WARN RCA, OSD/PG/pool/RBD/CephFS/RGW, 37 tools.
Governed local-LLM observability: model policy, prompt scanner, capture proxy, 21 tools.
Read-only runtime secret retrieval from HashiCorp Vault via Keymaster for autonomous AI agents.
Wise Personal API: profiles, balances, multi-currency rates, transfers, recipients (read-only).
Wheel-Size.com fitment API: OEM and aftermarket wheel and tyre data for 100k+ vehicles (read-only).
Bitwarden/Vaultwarden for agents: list tagged items, TOTP codes, one-time Sends, save new secrets.
Shopify Admin GraphQL API: products, orders, customers, inventory, and more (read and write).
Typed structured messaging for AI agents via AIPost.email with Ed25519 signing
Indian macro-event and sector impact intelligence for MCP workflows.
ZeroDB agent-memory MCP — 18 tools: memory + write-back to Slack, Gmail, Calendar, GitHub.
Strapi CMS MCP — natural-language content management: create, manage, and publish content.
PRD Generator MCP — generate, validate, and manage Product Requirement Documents.
Zero-config Postgres MCP with auto-provisioning — drop-in for server-postgres.
Persistent cross-session memory for OpenCode and MCP coding agents, powered by ZeroDB.
Cloud-persistent, semantic-search memory MCP — drop-in for server-memory, backed by ZeroDB.
Full Google Ads, Analytics & Tag Manager lifecycle MCP for AI agents — 57 tools.
AI-powered browser automation MCP — 6 tools for web interaction, extraction, and validation.
Token-minimized URL-to-clean-text reader for LLMs, with a token-savings receipt.
Semantic search over Nordic filings, press releases, macro data and electricity prices.
Semantic search across 50,000+ food recipes with hybrid retrieval and reranking.
S3-compatible European object storage for AI agents. GDPR-compliant, EU-hosted, crypto payments.
Adaptive memory system with cognitive scoring, knowledge graph, and self-improving ML.
Complete US ETF holdings from SEC N-PORT filings + ticker/CUSIP/FIGI crosswalk. Primary source.
Search newly registered, expired, aged, active, deleted and for-sale domains, plus WHOIS and DNS.
Discover SAP BTP services, browse service catalog, check running instances, query dests, & more