Koskamo

GenPark Adaptive Batch Request Debouncer MCP

An MCP server that implements adaptive sliding window query debouncing and micro-batch coalescing to optimize LLM and tool call throughput. It is built with 100% Python Standard Library, ensuring zero third-party runtime dependencies, and plugs directly into agents like Claude Desktop and Cursor for production resilience.

Package and access

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

GenPark Adaptive Batch Request Debouncer MCP logo, by GenPark AICommunity listingLocal stdioSource reviewed; not executedPublished by GenPark AI
Vendor documentation

What you can do with it

  • Optimize LLM throughput via micro-batch coalescing
  • Debounce queries using adaptive sliding windows
  • Reduce rate-limiting errors in agent workflows

Source and maintenance

Community listingRegistry 1.0.1
Maintenance checked

Packages and installation

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

https://github.com/Alpha-Park/genpark-adaptive-batch-request-debouncer-skill/releases/download/v1.0.1/genpark-adaptive-batch-request-debouncer-skill-v1.0.1.mcpb

mcpbSHA-256 supplied
https://github.com/Alpha-Park/genpark-adaptive-batch-request-debouncer-skill/releases/download/v1.0.1/genpark-adaptive-batch-request-debouncer-skill-v1.0.1.mcpb package definition
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  "fileSha256": "bf6ae632552d316afea1478ef1f12954eeae2c0311dabed1fb7a161ce81ad7be",
  "identifier": "https://github.com/Alpha-Park/genpark-adaptive-batch-request-debouncer-skill/releases/download/v1.0.1/genpark-adaptive-batch-request-debouncer-skill-v1.0.1.mcpb",
  "registryType": "mcpb"
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Tools

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

No tool definitions available.

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