Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add rudderlabs/rudder-agent-skills --skill rudder-mcp-workflowgit clone --depth 1 https://github.com/rudderlabs/rudder-agent-skillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/rudderlabs/rudder-agent-skills/rudder-mcp-workflow)<a href="https://agentmods.dev/skills/rudderlabs/rudder-agent-skills/rudder-mcp-workflow"><img src="https://agentmods.dev/badge/skills/rudderlabs/rudder-agent-skills/rudder-mcp-workflow/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/rudderlabs/rudder-agent-skills/rudder-mcp-workflow"><img src="https://agentmods.dev/badge/skills/rudderlabs/rudder-agent-skills/rudder-mcp-workflow.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00063 | $0.01729 |
| Opus 5 | $0.00032 | $0.00864 |
| Sonnet 5 | $0.00013 | $0.00346 |
| Haiku 4.5 | $0.00006 | $0.00173 |
Grade A, and why
rudder-mcp-workflow scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 158 lines — stays where its author put it; the contents beside it link to each section on GitHub.
RudderStack MCP Workflow
RudderStack's hosted MCP server at mcp.rudderstack.com exposes a RudderStack workspace as an MCP endpoint so AI agents (Claude Code, Claude Desktop, Cursor, VS Code, Windsurf, or any MCP client) can inspect and drive workspace resources via tool calls. Authoritative docs: https://mcp.rudderstack.com/docs.
When to use
The user wants an AI agent to drive RudderStack, mentions RudderStack + MCP, asks about mcp.rudderstack.com, or wants to configure MCP tool access for a RudderStack workspace.
Preflight
Before running any workflow, verify:
- Your MCP client is configured to connect to
https://mcp.rudderstack.com/mcp. Seerudder-mcp-setupfor the Claude Code walkthrough; the official docs cover Claude Desktop, Cursor, VS Code, Windsurf, and the claude.ai web UI. - OAuth flow completed (browser sign-in to your RudderStack account on first tool use).
-
mcp.rudderstack.comis reachable on port 443 from your network.
Client configuration
Claude Code mcpServers block (HTTP transport via mcp-remote):
{
"mcpServers": {
"rudderstack": {
"command": "npx",
"args": ["-y", "mcp-remote", "https://mcp.rudderstack.com/mcp"]
}
}
}
For other clients (Claude Desktop, Cursor, VS Code, Windsurf, claude.ai connectors), use the snippets at https://mcp.rudderstack.com/docs.
Tool catalog
The server exposes tools across five categories. Exact names are discovered dynamically by your MCP client — inspect your client's tools panel (or ask Claude "what RudderStack tools do you have?") for the authoritative list. The names below are representative.
Data sources
List sources and fetch a specific source's details, definitions, event schemas, event metrics, and the tracking plan(s) bound to it. Useful for: "what's broken in source X?", "what events does source X emit?".
Destinations
List destinations and fetch a specific destination's details, definitions, event metrics, latency metrics, and recent errors. Useful for: "why is destination X dropping events?", "compare event volume across destinations".
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 12d ago First seen · 158 lines · 63 tokens per session scan A c4ea9fc55703
rudder-mcp-workflow is a skill published in the GitHub repository rudderlabs/rudder-agent-skills (18 stars, last pushed 8d ago), licensed MIT. It adds 63 tokens to every session and 1,729 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other skills, from other repositories
data-engineering
Builds and operates data pipelines — ingestion, transformation, orchestration, quality testing, and reliability of data delivery. Use this to design or debug a pipeline, decide batch versus streaming, add data quality checks, handle late or duplicate data, or work out why a dashboard's numbers changed without anyone…
api-design
Designs interfaces that survive their consumers — resource modeling, errors, versioning, pagination, and compatibility. Use this to design a new API, review one before it ships, decide how to version or deprecate, fix an interface consumers keep misusing, or work out whether a change is breaking.
architecture
Proactive architecture review — explore codebase structure, generate a self-contained HTML report with Mermaid diagrams and candidate improvements, then grill the findings. Use when planning a large refactor, onboarding to an unfamiliar codebase, or before a major architectural change.
pdlc-code-gen
A code-skeleton generator that creates starter files from API and database design documents. A code skeleton provides the structure of controllers, services, data access, models, interfaces, and test placeholders without implementing the full behavior.
helius
Skill "helius" from helius-labs/core-ai, covering helius — build on solana, prerequisites, 1. helius mcp server, 2. mcp router surface and 3. api key.
pdlc-add-service
A generator for adding a new backend microservice, which is a small independently organized application responsible for part of a larger system. It creates the service structure and initial project documentation for several programming stacks.