MCP servers by munikumar-pulikanti

munikumar-pulikanti publishes 2 live MCP servers on GitHub. Listed by trust score; the score reflects each repository's own health, security checks, and documentation.

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Agent Neutral Harness

munikumar-pulikanti

Reliability, memory, and model-routing for AI coding agents — you keep your agent loop, pass it in as execute_fn(model, task). Local-first, MIT.

★ 1updated a month ago

AI Memory Vault

munikumar-pulikanti

Persistent memory layer for AI coding agents — SQLite + FTS, ChromaDB semantic search, and optional DynamoDB team sync. Query-first, so agents check accumulated knowledge before t…

★ 1updated 2 months ago