Redpanda Docs MCP Server

Get authoritative answers to questions about Redpanda.

Tools

Last Updated

Jun 14, 2026

What is the Redpanda Docs MCP Server?

The Redpanda Docs MCP server gives AI agents structured, permission-aware access to Redpanda Docs through the Model Context Protocol. With 5 pre-built actions, agents can read, create, and update Redpanda Docs data on behalf of authorized users.

Willow ships the Redpanda Docs MCP server as part of an enterprise control plane. Every call runs behind SSO (Okta, Azure AD), enforces RBAC and least-privilege at runtime, writes to a full audit trail, and integrates with Splunk and Loki for SIEM visibility. Connect from Claude Desktop, Claude Code, Cursor, ChatGPT, VS Code, n8n, or any custom agent. Install once, distribute org-wide, and see exactly how Redpanda Docs is being used by every AI agent in your stack.

Tools

ask_redpanda_question

Search the official Redpanda documentation and return the most relevant sections from it for a user query. Each returned section includes the url and its actual content in markdown. Use this tool for all queries that require Redpanda knowledge. Results are ordered by relevance, with the most relevant result returned first.

list_api_reference_pages

List pages in Redpanda API reference documentation. Returns endpoints, schemas, and topic pages with URL, title, type, and description. SCOPING (important for accurate results): - api="all" or omit: Lists all available APIs - api="admin": Cluster management operations (brokers, partitions, configs, users) - api="cloud-controlplane": Redpanda Cloud resource management (clusters, networks, namespaces) - api="cloud-dataplane": Cloud cluster data operations (topics, ACLs, connectors) - api="http-proxy": Kafka operations over HTTP (produce, consume, offsets) - api="schema-registry": Schema management (register, retrieve, compatibility) Use this to browse API structure. For general Redpanda docs, use ask_redpanda_question instead.

search_api_reference

Search Redpanda API reference documentation by keyword. Returns up to 20 matching endpoints, schemas, or topics with URL, title, and text excerpts. SCOPING (important for accurate results): - api="all" or omit: Search across ALL APIs at once - useful when unsure which API contains the endpoint - api="admin": Search only cluster management (brokers, partitions, configs, users, maintenance) - api="cloud-controlplane": Search only Cloud resource management (clusters, networks, namespaces) - api="cloud-dataplane": Search only Cloud data operations (topics, ACLs, connectors) - api="http-proxy": Search only HTTP Proxy (produce, consume, offsets over HTTP) - api="schema-registry": Search only Schema Registry (register, retrieve, compatibility) WHEN TO USE WHICH: - User asks "broker endpoints" → api="admin" (brokers are cluster management) - User asks "create topic API" → api="all" (topics exist in admin AND cloud-dataplane) - User asks "Cloud cluster API" → api="cloud-controlplane" - User asks about Redpanda APIs generally → api="all" or omit For general Redpanda questions (not API-specific), use ask_redpanda_question instead.

get_api_reference_content

Retrieve full content of API reference pages by URL. Returns complete endpoint details including parameters, request/response schemas, and examples. Use this after finding pages via list_api_reference_pages or search_api_reference. Pass the URLs from those results directly. Returns up to 10 pages per request. URLs must be from docs.redpanda.com/api/doc/*.

get_more_tools

Check for additional tools whenever your task might benefit from specialized capabilities - even if existing tools could work as a fallback.

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Set Up Your Redpanda Docs MCP Server in Minutes

Add the following configuration to your MCP client. Authentication is handled via OAuth. Compatible with Claude Desktop, Claude Code, Cursor, ChatGPT, VS Code, n8n, and any MCP-compatible agent.

Claude Desktop

claude_desktop_config.json

{
  "mcpServers": {
    "willow-redpanda-docs": {
      "type": "http",
      "url": "https://<org>.mcp-s.com/mcp/mcp/redpanda-docs"
    }
  }
}

Cursor

.cursor/mcp.json

{
  "mcpServers": {
    "willow-redpanda-docs": {
      "type": "http",
      "url": "https://<org>.mcp-s.com/mcp/mcp/redpanda-docs"
    }
  }
}

Claude Code

CLI

claude mcp add willow-redpanda-docs --transport http https://<org>.mcp-s.com/mcp/mcp/redpanda-docs

n8n

HTTP Request Node

{
  "url": "https://<org>.mcp-s.com/mcp/mcp/redpanda-docs",
  "method": "POST"
}

Or click "Install with Willow" above to set up automatically with SSO and RBAC preconfigured.

Enterprise Governance for Redpanda Docs

Willow adds the layer Redpanda Docs and every other SaaS doesn't ship out of the box: every call runs behind SSO (Okta, Azure AD), enforces RBAC and least-privilege at runtime, writes to full audit logs, and detects shadow AI usage across your stack. One MCP gateway. Any agent. Every tool.

Redpanda Docs MCP Server FAQ

What is the Redpanda Docs MCP server?

The Redpanda Docs MCP server is a Model Context Protocol implementation that lets AI agents like Claude, Cursor, and ChatGPT read and write Redpanda Docs data through a standardized interface. Willow hosts and governs this server so enterprises can roll it out without a security review backlog.

How is Willow's Redpanda Docs MCP server different from the official one?

The official Redpanda Docs MCP server is scoped to a single user's account and does not include enterprise governance. Willow's version adds SSO, RBAC, audit logging, shadow AI detection, and centralized control over which actions agents can take across the entire org.

Which AI clients work with the Redpanda Docs MCP server?

Claude Desktop, Claude Code, Cursor, ChatGPT, VS Code with MCP support, n8n, and any custom agent built with OpenAI Agents SDK, LangChain, Vercel AI SDK, or Anthropic SDK.

Is the Redpanda Docs MCP server secure? How does Willow handle authentication?

Every call runs behind your existing SSO (Okta, Azure AD). Per-user OAuth scopes the agent to exactly what that user can do in Redpanda Docs, nothing more. No credentials reach the LLM. Every action writes to an audit trail.

Can I limit which Redpanda Docs actions agents can take?

Yes. Willow lets you scope agents to specific actions, specific projects, or specific environments. Toggle actions on or off in the dashboard, or enforce policy via infrastructure-as-code through GitHub.

How do I detect shadow Redpanda Docs MCP servers in my org?

Willow's browser extension and discovery service surface unmanaged MCP servers, skills, and AI agents across the org. If a developer installed an unapproved Redpanda Docs MCP locally, you'll see it.

What does the Redpanda Docs MCP server cost?

Pricing depends on org size and deployment model (SaaS, dedicated cloud, self-host). See withwillow.ai/pricing or contact sales for a quote.

How do I install the Redpanda Docs MCP server with Willow?

Install via the Willow Connect Panel in one click, or paste the JSON snippet above into your Claude Desktop, Cursor, or Claude Code config. SSO and RBAC inherit from your existing Willow setup.