NakshAstraMCP-Docs — Cursor AI Agent
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    NakshAstraMCP-Docs

    NakshAstraMCP-Docs

    vijaytank March 10, 2026
    1 copies 0 downloads

    High-performance, low-latency MCP server for local code context. Features AST-aware symbol graphs, semantic reranking, and PageRank-scored search for AI agents (Claude, Cursor, and more).

    <div align="center" markdown="1"> <img src="assets/logo.png" alt="NakshAstraMCP Hero Banner" width="100%">

    The ultimate high-performance code context engine for AI-native development.

    License Status Environment

    </div>

    📖 Overview

    NakshAstraMCP provides AI agents (Cursor, Cursor, Antigravity, etc.) with deep, structural understanding of your local codebase. Using advanced AST parsing and high-speed semantic ranking, it delivers the exact context your developer tools need to solve complex problems across large projects.

    🗺 Documentation Hub

    Quickly navigate to detailed guides:

    🚀 Setup Guide📖 User Guide🤖 Agent Guide
    Install & ConfigureAdvanced Usage & TipsBehavioral Guide for AI
    📜 LICENSE🛡 Security Policy💬 Discussions
    *LICENSE *Privacy & Data SafetyCommunity & Support
    🛠 Troubleshooting

    🏆 Assessment & Performance

    • Overall Efficiency: 9.3 / 10 (Industry-leading structural context)
    • Index/Search Latency: ~0.68ms p95 (Ultra-low latency on 10,000-file repos)
    • Idle Memory: < 150 MB RAM
    • Language Support: Deep AST integration for Python, JavaScript, TypeScript, Java, and Kotlin.
    <br> <div align="center"> <img src="assets/dashboard_search.png" alt="NakshAstraMCP Dashboard - Search" width="90%"> <p><em>Lightning-fast hybrid search across multiple repositories.</em></p> </div>

    ✨ Key Features

    • 🔍 Hybrid Multi-Repo Search — Indexed search across all your projects simultaneously.
    • 🧠 Semantic Reranking — AI-powered results prioritized by con

    Tags

    ai-agentsast-parsingcode-contextcontext-windowdeveloper-toolsinformation-retrievallocal-firstmcpmodel-context-protocolmodel-context-protocol-servers

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