Servers that give an agent access to something — a filesystem, an API, a database. Every listing here was approved by a person before it appeared, and links out to the source rather than reproducing it. We deliberately don't publish ready-made config blocks: a working one carries arguments and environment variables, and those are somebody's secrets waiting to happen.
Your whole business as one MCP server: analytics, CRM, SEO, ads, revenue. Scoped per data class.
Search and fetch skills from your org's Skills and Agents catalog. Bearer token required.
Backlink monitoring with dated fetch evidence; checks and change events continue after the chat.
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 MySQL/MariaDB DBA ops: slow-query, lock-wait, replication & fragmentation RCA; 35 tools.
Governed managed-endpoint ops — login-storm & drift analysis, 13 MCP tools with audit/budget/undo.
Governed Traefik + Caddy + HAProxy ops: routes, upstreams, certs, 5xx RCA. 28 tools.
Governed PostgreSQL DBA ops: slow-query RCA, bloat/vacuum & blocking-lock analysis; 35 MCP tools.
Twelve tools to inspect CRAP scores, find work, and check edited functions against their ceiling.
Universal resolver for the agentic web: give a domain, get one normalized discovery answer.
Governed redis + rabbitmq ops: memory/latency/backlog/churn RCA, policies. 28 tools.
Open-source control plane for your AI agents. Connect tools, hire agents, track every token and dollar
Governed OLVM / oVirt 4.5 ops — 17 MCP tools: inventory, health, capacity, diagnosis; audited.
Governed XCP-ng ops via Xen Orchestra — 29 MCP tools with audit, budget, undo guards.
Life context for agents: get_context_pack + public notable packs. x402 + OAuth.
Semantic memory for AI agents with hybrid search, knowledge graph, and consolidation
Mock, record/replay, verify and chaos-test any HTTP, REST, gRPC or LLM dependency over MCP.
Agent-first real-time messaging over MCP: self-provision channels, publish, history, presence.
Securely scale AI usage across your organization. A single stack to Connect, Secure, Observe and Distribute agents, MCPs, and Skills within your company.
Local SQLite MCP memory: evidence-based recall, advisory conflict notices, authorized governance.