Context Optimizer

Created By

malaksedarousa year ago

Provides context optimization tools to extract targeted information rather than processing large files and command outputs in their entirety.

# productivity

# automation

Overview Content Tools Comments

Overview

Context Optimizer MCP Server

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. It enables AI assistants to extract targeted information rather than processing large files and command outputs in their entirety.

Features

🔍 File Analysis Tool (askAboutFile) - Extract specific information from files without loading entire contents
🖥️ Terminal Execution Tool (runAndExtract) - Execute commands and extract relevant information using LLM analysis
❓ Follow-up Questions Tool (askFollowUp) - Continue conversations about previous terminal executions
🔬 Research Tools (researchTopic, deepResearch) - Conduct web research using Exa.ai's API
🔒 Security Controls - Path validation, command filtering, and session management
🔧 Multi-LLM Support - Works with Google Gemini, Claude (Anthropic), and OpenAI
⚙️ Environment Variable Configuration - API key management through system environment variables
🏗️ Simple Configuration - Environment variables only, no config files to manage
🧪 Comprehensive Testing - Unit tests, integration tests, and security validation

Try in Playground

Server Config

{
  "mcpServers": {
    "context-optimizer": {
      "command": "context-optimizer-mcp"
    }
  }
}

Project Info

Created At

a year ago

Updated At

a year ago

Author Name

malaksedarous

Star

Language

License

Recommend Servers

10 days ago

MCP Advisor & Installation - Use the right MCP server for your needs

TypeScript

a year ago

Test

@modelcontextprotocol

test

7 months ago

10 days ago

基于Anduin2017 / HowToCook （程序员在家做饭指南）的mcp server，帮你推荐菜谱、规划膳食，解决“今天吃什么“的世纪难题； Based on Anduin2017/HowToCook (Programmer's Guide to Cooking at Home), MCP Server helps you recommend recipes, plan meals, and solve the century old problem of "what to eat today"

a year ago

Qiniu MCP Server

@Qiniu

基于七牛云产品构建的 Model Context Protocol (MCP) Server，支持用户在 AI 大模型客户端的上下文中通过该 MCP Server 来访问七牛云存储资源、利用 Dora 服务进行图片操作等。如果有什么需求欢迎在下方评论，您也可以在 github 仓库中提 issue。

Python

a year ago

Filesystem

Secure file operations with configurable access controls

a year ago

10 days ago

Query verified 2026 US dental cost data from Real Dental Costs: average implant, veneer, braces and procedure prices for all 50 states and 206 cities, state-vs-state comparisons, and the composite US Dental Cost Index. Open data (CC BY 4.0, Zenodo DOIs). Every response includes the source and a reference URL. Pricing/market research, not medical advice. Data: https://realdentalcosts.com

10 days ago

11 days ago

10 days ago

10 days ago

Portugal Payments Mcp

10 days ago

10 days ago

Ready for a new way to bill pay? Pay any bill in a snap, right from a chat. Describe or snap a photo of your bill (electric, water, gas, internet, phone, medical, credit card, rent, parking tickets, traffic violations and more) and Papaya reads it, then hands you a secure link to pay by card. Fast, secure, and no juggling twelve logins, with full or partial payments and status updates. Powered by Papaya (papayapay.com).

10 days ago

Sequential Thinking

@modelcontextprotocol

An MCP server implementation that provides a tool for dynamic and reflective problem-solving through a structured thinking process.

a year ago

10 days ago

BlenderMCP connects Blender to Claude AI through the Model Context Protocol (MCP), allowing Claude to directly interact with and control Blender. This integration enables prompt assisted 3D modeling, scene creation, and manipulation.

a year ago

302_sandbox_mcp

@302ai

Create a remote sandbox that can execute code/run commands/upload and download files. 创建远程沙盒，可以执行代码/运行命令/上传下载文件

a year ago

Redis

@modelcontextprotocol

A Model Context Protocol server that provides access to Redis databases. This server enables LLMs to interact with Redis key-value stores through a set of standardized tools.

a year ago

Norway Payments Mcp

@junter1989k-ai

10 days ago

Bulgaria Payments Mcp

@junter1989k-ai

10 days ago

Time

@modelcontextprotocol

A Model Context Protocol server that provides time and timezone conversion capabilities. This server enables LLMs to get current time information and perform timezone conversions using IANA timezone names, with automatic system timezone detection.

5 months ago

Creationloop

@marino129

10 days ago

GitLab

@modelcontextprotocol

GitLab API, enabling project management

a year ago

Latvia Payments Mcp

@junter1989k-ai

10 days ago

EverArt

@modelcontextprotocol

AI image generation using various models

a year ago

Firecrawl Mcp Server

@mendableai

Official Firecrawl MCP Server - Adds powerful web scraping to Cursor, Claude and any other LLM clients.

JavaScript

a year ago

Italy Payments Mcp

@junter1989k-ai

10 days ago

ShareMyPage

@Henning Witzel-Acikgöz

Host the HTML or Markdown pages your AI generates and share each as a link with comments, versioning, and access control. Create, update, and organize pages and read reviewer comments over MCP.

10 days ago