MCP server for semantic code research and context generation on real-time using LLM patterns | Search naturally across public & private repos based on your permissions | Transform any accessible codebase/s into AI-optimized knowledge on simple and complex flows | Find real implementations and live docs from anywhere

Hybrid Context Optimizer — Shell Hook + MCP Server. Reduces LLM token consumption by 89-99%. Single Rust binary, zero dependencies.

Model Context Protocol (MCP) server for constraint optimization and solving"

A curated list of Model Context Protocol (MCP) servers optimized for Claude AI assistants.

This is the Github Repo for the paper: MCP4EDA: LLM-Powered Model Context Protocol RTL-to-GDSII Automation with Backend Aware Synthesis Optimization. MCP server for a collection of open-source EDA tools

Enhanced MCP server unifying Readwise Reader + Highlights with AI-powered text processing and context optimization

A CLI tool for dynamically managing MCP server configurations in Claude Code. Enable and disable MCP servers on-demand to optimize context usage and performance.

A Model Context Protocol (MCP) server that provides context optimization tools for AI coding assistants including GitHub Copilot, Cursor AI, Claude Desktop, and other MCP-compatible assistants enabling them to extract targeted information rather than processing large terminal outputs and files wasting their context.

Specialized MiniMax Model Context Protocol (MCP) server designed for coding-plan users, featuring AI-powered search and vision analysis APIs optimized for code development workflows

A Model Context Protocol (MCP) server that provides Zig language tooling, code analysis, and documentation access. This server enhances AI capabilities with Zig-specific functionality including code optimization, compute unit estimation, code generation, and best practices recommendations.

Context Sherpa MCP server provides code mapping, deterministic feedback loops, and tiered inference for AI coding agents to increase accuracy and optimize token usage.

An MCP (Model Context Protocol) server that provides access to Astro ASO (App Store Optimization) data for LLMs.

A lightweight Model Context Protocol (MCP) server that provides IMAP and SMTP email functionality for AI assistants like Claude in Cursor IDE. Built with TypeScript and optimized for easy deployment via npm/npx.

Intelligent Model Context Protocol (MCP) server for AI-assisted API development. Generate mock servers from OpenAPI specs with advanced logging, performance analytics, and server discovery. Optimized for AI development workflows with comprehensive testing insights and automated analysis.

A high-performance Model Context Protocol (MCP) server providing local speech-to-text transcription using whisper.cpp, optimized for Apple Silicon.

A specialized Model Context Protocol (MCP) server that enables you to search, read, delete and send emails from your Gmail account, leveraging an AI Agent to help with each operation. Optimized for Systemprompt MCP Voice client.

The Torobjo MCP Server is a powerful implementation of the Model Context Protocol (MCP) for product search and Instagram analysis. It integrates with the Torob API for product searches and extracts captions from Instagram, featuring a modular design for easy use and optimized performance.

A powerful Model Context Protocol (MCP) server and Omni-AST engine. It empowers AI agents to seamlessly parse complex codebases, execute secure cross-project operations, and dynamically fetch token-optimized rules.

Creating a token-aware system to manage the context window for LLMs is a sophisticated approach to optimizing multi-agent workflows. It correctly identifies a key bottleneck in current AI-powered development systems. This is a TypeScript-based MCP server that provides a tool for counting tokens in files and directories.

AI-optimized Model Context Protocol (MCP) server for intelligent file system operations

A Model Context Protocol (MCP) server designed to help with job applications by analyzing job postings and optimizing resumes and cover letters.

Context-optimized MCP server for web scraping. Reduces LLM token usage by 70-90% through server-side CSS filtering and HTML-to-markdown conversion.

A fast, beautiful TUI for managing MCP (Model Context Protocol) servers in Claude Code. Optimize your context window by enabling only the servers you need, when you need them.

A Model Context Protocol (MCP) server for Optimizely CMS, providing AI assistants with comprehensive access to Optimizely's GraphQL API and Content Management API.

A Model Context Protocol (MCP) server offering professional tools and templates for hierarchical prompting, code hygiene, visualization, memory optimization, and agile planning.

This project implements a lightweight and highly optimized "Model Context Protocol (MCP)" server using Python.

Ultimate MCP Auto-Coding Toolset KODEGEN.ᴀɪ delivers a blazing-fast Rust-native MCP Server (Model Context Protocol) with 75 elite auto-coding tools designed for professional, autonomous code generation and predictable high-quality results. Every tool has been thoughtfully hyper-optimized for speed and context efficiency.

A Model Context Protocol (MCP) server that provides comprehensive search and retrieval capabilities for Claude and Anthropic documentation, optimized for MCP development, APIs, examples, and templates.

🌊 GW150914 MCP Signal Search: AI-powered gravitational wave detection using Model Context Protocol (MCP). Features optimization client, analysis server, and automated parameter exploration for LIGO data.

A comprehensive Model Context Protocol (MCP) server for Indian stock market data powered by yfinance. Optimized for NSE markets with full global stock support.