Koskamo

batchwatch-mcp

An MCP server that exposes batchwatch's read API as tools, allowing AI agents to query real measured queue latency distributions for LLM batch tiers instead of relying on estimates. It provides tools like should_i_batch and estimate_batchtime to help agents decide whether to use asynchronous batch APIs based on current wait times and confidence levels.

Visit batchwatch

Package and access

Local package with source-attributed installation metadata. Koskamo does not execute packages during review.

batchwatch-mcp logo, by batchwatchCommunity listingLocal stdioSource reviewed; not executedPublished by batchwatch
You need:Get an API key
Vendor documentation

What you can do with it

  • Determine if a workload should run on the batch tier based on measured latency
  • Estimate the expected wait time for a specific model and provider
  • Check current queue conditions and data freshness for decision making

Source and maintenance

Community listingRegistry 0.1.1
mcp-registry: io.github.batchwatch/batchwatch-mcp@0.1.1Source repositoryProject website
Last repository push
Maintenance checked

Packages and installation

Source-provided package data. Koskamo has not executed or live-probed this package.

batchwatch-mcp 0.1.1

npm
batchwatch-mcp package definition
{
  "version": "0.1.1",
  "transport": "stdio",
  "identifier": "batchwatch-mcp",
  "registryType": "npm",
  "registryBaseUrl": "https://registry.npmjs.org"
}

Tools

Reported by the attributed source; not independently observed by Koskamo.

No tool definitions available.

Maintenance history

Public check and source-refresh events. Editorial and ownership records remain private.

  • · repository · passed · metadata changed · updated
  • · backfill · recorded · Pre-expansion baseline; unobserved rich metadata remains unknown

Connect from your client

Each snippet configures the same source-provided package; replace placeholders before use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Cursor

Merge this local stdio configuration, replace every placeholder environment value, and restart Cursor. Koskamo has not executed this package.
Cursor configuration
{
  "mcpServers": {
    "batchwatch-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "batchwatch-mcp@0.1.1"
      ]
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.
Cline configuration
{
  "mcpServers": {
    "batchwatch-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "batchwatch-mcp@0.1.1"
      ]
    }
  }
}

VS Code

Merge this local stdio configuration, replace every placeholder environment value, and restart VS Code. Koskamo has not executed this package.
VS Code configuration
{
  "servers": {
    "batchwatch-mcp": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "batchwatch-mcp@0.1.1"
      ]
    }
  }
}

Claude Desktop

Merge this local stdio configuration, replace every placeholder environment value, and restart Claude Desktop. Koskamo has not executed this package.
Claude Desktop configuration
{
  "mcpServers": {
    "batchwatch-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "batchwatch-mcp@0.1.1"
      ]
    }
  }
}

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