Skip to main content
Glama
runpod

RunPod MCP Server

Official
by runpod

run-endpoint

Submit an asynchronous job to a RunPod Serverless endpoint, receive an immediate job ID, and either poll for results or use a webhook notification. Results are stored for 30 minutes.

Instructions

Submit an asynchronous job to a Serverless endpoint. Returns a job ID immediately — use get-job-status to poll for results. Async results are available for 30 minutes after completion.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
endpointIdYesID of the Serverless endpoint to run
inputYesInput payload for the worker handler. The expected fields depend on the deployed model or worker.
webhookNoWebhook URL to receive job completion notifications instead of polling
policyNoExecution policy options
s3ConfigNoS3-compatible storage config for large outputs
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations, the description carries the full burden. It discloses async behavior, immediate return, polling mechanism, and result retention. Missing details on error handling and rate limits, but core behavior is well communicated.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single concise sentence with additional relevant details (job ID, polling, retention). It is front-loaded and wastes no words.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the complexity (5 parameters, nested objects, async behavior) and no output schema, the description provides a complete workflow summary: submit, get job ID, poll, use webhook. Could mention cancellation or failure scenarios, but sufficient for most use cases.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The input schema has 100% description coverage, so the schema already documents all parameters. The description adds no parameter-specific information beyond what is in the schema, achieving the baseline of 3.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states it submits an asynchronous job to a Serverless endpoint and returns a job ID. It differentiates from siblings like 'runsync-endpoint' (synchronous) and 'get-job-status' (polling).

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description mentions async nature, polling via get-job-status, webhook alternative, and 30-minute result retention. It does not explicitly mention alternatives like runsync-endpoint or when not to use webhook, but provides adequate guidance.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Install Server

Other Tools

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/runpod/runpod-mcp-ts'

If you have feedback or need assistance with the MCP directory API, please join our Discord server