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dockndevai/README.md

Hi, I'm Ankit 👋

I build safe-by-default MCP servers — so AI agents can work with real systems, from infrastructure to your own documents, without being handed the keys.

🔐 The MCP server suite

🌐 dockndevai.github.io — the whole suite on one page, with the security model and copy-paste installs.

A family of Model Context Protocol servers that share one governance model: read-only by default, layered access modes, resource allowlists, protected resources, delete gating, typed confirmation for high-impact ops, secret redaction, dry-run, and JSON audit logging. Mostly MIT-licensed and on npm as @dockndevai/mcp-* (plus the Apache-2.0 ossian-mcp).

Server What it does Install Stars
mcp-kubernetes Pods, logs, deployments, scale/restart, apply, exec npx -y @dockndevai/mcp-kubernetes
mcp-kafka Topics, consumer groups + lag, create/alter/reset npx -y @dockndevai/mcp-kafka
mcp-clickhouse Schema, queries, SQL-classified read/write/destructive gating npx -y @dockndevai/mcp-clickhouse
mcp-debezium CDC connector status, config, lifecycle npx -y @dockndevai/mcp-debezium
mcp-oci Oracle Cloud discovery + Terraform generation npx -y @dockndevai/mcp-oci
mcp-azure Azure Resource Manager inventory, tags, VM power, lifecycle npx -y @dockndevai/mcp-azure
mcp-azure-devops Boards, repos, pipelines, projects npx -y @dockndevai/mcp-azure-devops
mcp-keycloak Realms, users, clients, roles, groups npx -y @dockndevai/mcp-keycloak
mcp-percona-pg Percona PostgreSQL + PgBouncer: pooling, tuning, backups/PITR, DR, upgrades npx -y @dockndevai/mcp-percona-pg
mcp-grafana Dashboards, datasource queries (PromQL/LogQL/SQL), alerts & annotations npx -y @dockndevai/mcp-grafana
ossian-mcp Ask your own documents with citations + durable agent memory (RAG) npx -y ossian-mcp

Each works with Claude, Cursor, OpenAI Codex, VS Code, and Windsurf — per-client setup in every repo's docs/CLIENTS.md.

🧠 The platforms behind them

The agent tools sit on top of real systems I also build and run.

Project What it is
ossian Open-book RAG over your own documents — Spring Boot + Spring AI, a React console, Keycloak OAuth2, Postgres/pgvector and Redis. Answers with citations, plus a maintenance side for ingestion, re-indexing and coverage gaps. ossian-mcp is its agent adapter.
spring-llm-gateway An LLM gateway on Spring Cloud Gateway (WebFlux): virtual keys, token quotas, usage metering and failover for self-hosted OpenAI-compatible backends (vLLM, Ollama).

🎙️ Otto — a voice for the Claude you already run

A realtime, voice-driven assistant with Claude as the brain: local Whisper STT, streaming TTS with barge-in, subagents, and a web dashboard.

🧪 Hands-on labs

Runnable reference environments — every claim measured, every failure documented. Each pairs with an MCP server above.

Lab What it covers
percona-pg-lab PostgreSQL + PgBouncer on Kubernetes with the Percona Operator — HA, DR, connection pooling, backups, observability. Pairs with mcp-percona-pg.
kafka-lifecycle-lab Operating Apache Kafka on Kubernetes with Strimzi — provision, upgrade, DR with MirrorMaker 2, and read-only agent triage. Pairs with mcp-kafka.

⭐ If any of these save you time, a star helps other engineers find them.

Pinned Loading

  1. mcp-azure mcp-azure Public

    MCP server for Azure (Resource Manager) — inventory, tags, VM power, lifecycle — with governance controls (scoping, protected groups, location allowlist, delete gating, confirmation).

    TypeScript 1

  2. mcp-clickhouse mcp-clickhouse Public

    MCP server for ClickHouse — explore, query, and manage with SQL-classification-based security modes and access-control flags.

    TypeScript 1

  3. mcp-kafka mcp-kafka Public

    MCP server for Apache Kafka — monitor & manage clusters, topics, and consumer groups (with lag), with security modes and access-control flags.

    TypeScript 1

  4. mcp-keycloak mcp-keycloak Public

    MCP server for Keycloak — multi-realm admin with security modes (read-only/read-write/admin) and access-control flags.

    TypeScript 1

  5. mcp-kubernetes mcp-kubernetes Public

    MCP server for Kubernetes — multi-cluster ops with security modes (read-only/read-write/admin) and access-control flags.

    TypeScript 2

  6. mcp-oci mcp-oci Public

    MCP server for Oracle Cloud (OCI) — live resource discovery, dependency mapping, and Terraform generation, with security modes and access-control flags.

    TypeScript 1