MCP Server Registry

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AI development assistant that implements the **Model Context Protocol (MCP)** standard. It provides 36 specialized tools through natural language keyword recognition, helping developers perform complex tasks intuitively. ### Core Values - **Natural Language**: Execute tools automatically through Korean/English keywords - **Intelligent Memory**: Context management and compression using SQLite - **Multi-Language Support**: TypeScript, JavaScript, Python code analysis - **Performance Optimization**: Project caching system - **Enterprise Quality**: 100% test coverage and strict type system - **Long-Running Support**: Task management for asynchronous operations - **Large-Scale Data**: Cursor-based pagination --- ## Key Features ### 1. Memory Management System 10 tools for maintaining context across sessions: - **Intelligent Storage**: Information classification and priority management by category - **Context Compression**: Priority-based context compression system - **Session Restoration**: Perfect recreation of previous work states - **SQLite-Based**: Concurrent control, indexing, transaction support **Key Tools**: - `save_memory` - Store information in long-term memory - `recall_memory` - Search stored information - `auto_save_context` - Automatic context saving - `restore_session_context` - Session restoration - `prioritize_memory` - Memory priority management ### 2. Semantic Code Analysis AST-based code analysis and navigation tools: - **Symbol Search**: Locate function, class, variable positions across projects - **Reference Tracking**: Track all usages of specific symbols - **Multi-Language**: TypeScript, JavaScript, Python support - **Project Caching**: Performance optimization through LRU cache **Key Tools**: - `find_symbol` - Search for symbol definitions - `find_references` - Find symbol references ### 3. Code Quality Analysis Comprehensive code metrics and quality evaluation: - **Complexity Analysis**: Cyclomatic, Cognitive, Halstead metrics - **Coupling/Cohesion**: Structural soundness evaluation - **Quality Scores**: A-F grade system - **Improvement Suggestions**: Actionable refactoring recommendations **Key Tools**: - `analyze_complexity` - Complexity metric analysis - `validate_code_quality` - Code quality evaluation - `check_coupling_cohesion` - Coupling/cohesion analysis - `suggest_improvements` - Improvement suggestions - `apply_quality_rules` - Quality rule application - `get_coding_guide` - Coding guide lookup ### 4. Project Planning Tools Systematic requirements analysis and roadmap generation: - **PRD Generation**: Automatic product requirements document creation - **User Stories**: Story writing including acceptance criteria - **MoSCoW Analysis**: Requirements prioritization - **Roadmap Creation**: Step-by-step development schedule planning **Key Tools**: - `generate_prd` - Product requirements document generation - `create_user_stories` - User story creation - `analyze_requirements` - Requirements analysis - `feature_roadmap` - Feature roadmap creation ### 5. Sequential Thinking Tools Structured problem solving and decision making support: - **Problem Decomposition**: Break down complex problems step by step - **Thinking Chains**: Sequential reasoning process generation - **Multiple Perspectives**: Analytical/Creative/Systematic/Critical thinking - **Execution Plans**: Convert tasks into executable plans **Key Tools**: - `create_thinking_chain` - Thinking chain creation - `analyze_problem` - Problem analysis - `step_by_step_analysis` - Step-by-step analysis - `break_down_problem` - Problem decomposition - `think_aloud_process` - Thinking process expression - `format_as_plan` - Plan formatting ### 6. Prompt Engineering Prompt quality improvement and optimization: - **Automatic Enhancement**: Convert vague requests to specific ones - **Quality Evaluation**: Score clarity, specificity, contextuality - **Structuring**: Goal, background, requirements, quality criteria **Key Tools**: - `enhance_prompt` - Prompt enhancement - `analyze_prompt` - Prompt quality analysis ### 7. Browser Automation Web-based debugging and testing: - **Console Monitoring**: Browser console log capture - **Network Analysis**: HTTP request/response tracking - **Cross-Platform**: Chrome, Edge, Brave support **Key Tools**: - `monitor_console_logs` - Console log monitoring - `inspect_network_requests` - Network request analysis ### 8. UI Preview Pre-coding UI layout visualization: - **ASCII Art**: Support for 6 layout types - **Responsive Preview**: Desktop/mobile views - **Pre-Approval**: Confirm structure before coding **Key Tools**: - `preview_ui_ascii` - ASCII UI preview ### 9. Time Utilities Various format time queries: **Key Tools**: - `get_current_time` - Current time query (ISO, UTC, timezones, etc.)

Provide real-time, stateful calculator operations with history tracking via Server-Sent Events. Enable seamless integration with AI assistants through the Model Context Protocol for dynamic calculation sessions. Access a web-based interface and manage multiple active sessions efficiently.

Create AI-powered short-form video clips from YouTube videos. Supports webhook callbacks.

Provides secure remote server management capabilities through SSH connections, automatically discovering hosts from SSH configuration files and executing commands, transferring files, and managing connectivity using native SSH and SCP commands.

MCP server for SSH remote server management with SSH agent authentication support

MCP server exposing SSH control for Linux servers via Model Context Protocol.

MCP server exposing SSH control for Linux and Windows systems via Model Context Protocol.

基于 SSH 的 MCP 服务 🧙‍♀️。已被MCP官方收录 🎉。 SSH MCP Server 🧙‍♀️. It has been included in the community MCP repository 🎉.

Hardened SSH MCP server for VS Code / Copilot Chat — run policy-scoped commands on remote hosts via natural language

Secure MCP SSH automation server with policy controls, resources, prompts, stdio, and HTTP.

Execute remote SSH commands and test SSH connectivity seamlessly through a standardized MCP interface. Manage SSH sessions securely by configuring connection details via environment variables or remote server UI. Simplify remote server management by integrating SSH operations directly into your MCP-enabled workflows.

MCP server for the Infinigate Reseller API

Provides a bridge to the SSI Financial Connector Data API for accessing Vietnamese stock market data, including securities listings, stock information, index components, OHLC data, price movements, and foreign trading activities.

SSL certificate check — validity, expiry, issuer, chain, grade. x402 micropayment.

End-to-end agent-managed company brain. Docs, diagrams, plans, Knowledge Graph. Lean & affordable.

Secure credential vault and authenticated handoffs for multi-agent systems with verified identity.

MCP server for AI-assisted Stackable extension development.

Stackbilt platform MCP gateway — wireframe generation and stack scaffolding tools

StackExchange MCP — wraps the StackExchange API v2.3 (free, no auth required for read)

Expert knowledge base for sales, negotiation, strategy, operations, and risk.

MCP Server for dynamic language and framework context loading - Compatible with Cursor and GitHub Copilot