PAMPA

stdionone★ 29development

An MCP server for intelligent semantic search and automatic learning within codebases, allowing AI agents to efficiently query and index project artifacts.

github ↗

Install

How to run this server

[ { "cmd": "npx pampa", "imports": [] } ]

server path: pampa

Tools

What this server exposes

Semantic search across the codebase using natural language queries with optional filters for path glob, tags, and language

learn

Learn from successful searches and cache intentions for instant responses to similar queries

index

Index the codebase for semantic search, creating chunks and embeddings for each function and class

watch

Watch the file system for changes and incrementally update the index in real-time

context-pack

Create and manage reusable search scopes with CLI and MCP integration

Configuration

Environment & auth

authnone

envOPENAI_API_KEY

envCOHERE_API_KEY

envPAMPA_ENCRYPTION_KEY

Resources

githubhttps://github.com/tecnomanu/pampa ↗