MCP Server Directory

Provides SQL database access through the RBDC framework, supporting SQLite, MySQL, PostgreSQL, and MSSQL with connection pooling for executing queries, data modifications, and monitoring database connections.

Provides direct access to Amazon S3 storage for listing buckets, browsing objects, and retrieving file contents with automatic text extraction from PDFs and other file types.

Bridges AI systems with Prolog's logical programming capabilities through tools for executing programs, running time-limited queries, and exploring available predicates.

Stores Discord and Telegram channel messages locally for persistent memory across Claude Code sessions.

Integrates with Yelp's Fusion AI API to provide business search, detailed information retrieval, and restaurant reservation booking with location-based filtering and conversational query processing.

Provides Korean Standard Dictionary lookup from the National Institute of the Korean Language via SQLite-backed search.

Integrates with frontend development environments to provide real-time feedback and debugging capabilities through browser automation, capturing console logs, monitoring HMR events, and enabling DOM interaction without leaving the conversation interface.

Provides .NET Framework development capabilities through TCP communication, enabling project building with MSBuild, test execution across MSTest/NUnit/xUnit frameworks, and solution analysis with automatic Visual Studio detection and cross-platform WSL support.

Provides a dynamic event catalog server for querying and retrieving architectural metadata, enabling developers to explore complex event-driven system components through predefined tools and resources.

Integrates Microsoft Security Copilot with Microsoft Sentinel for running KQL queries, managing skillsets, and executing prompts using Azure Identity Authentication

Provides a bridge between AI assistants and Quickchat's conversation platform, enabling seamless interaction with Quickchat scenarios through API key authentication and conversation state management.

Injects 2.9M tokens of canonical Western literature into AI interactions to provide humanistic context for engineering decisions.

Provides unified access to local AI assistant CLI session histories from Claude Code, Gemini CLI, and OpenAI Codex with tools for listing, browsing, searching, and retrieving session transcripts across different storage formats for finding past solutions and resuming interrupted coding sessions.

Integrates with development tools to enforce consistent coding standards by managing and serving programming guidelines and rules across projects.

Enables AI-driven test automation through the Octomind platform for creating, executing, and analyzing end-to-end tests without leaving your development environment.

Enables code analysis and merging from multiple files in a project with efficient handling of file trees, content compression, and filtering through .gitignore rules for comprehensive codebase context.

Provides pandas-powered CSV file operations including data loading, filtering, transformation, statistical analysis, and quality validation through a session-based architecture with auto-save capabilities and support for multiple formats.

Integrates with Apache Gravitino to provide direct access to metadata services for exploring, tagging, and managing catalogs, schemas, tables, and user roles across data assets without switching workflows.

Integration with QA Sphere test management system, enabling LLMs to discover, summarize, and interact with test cases directly from AI-powered IDEs.

Integrates with PapersWithCode API to search and retrieve research papers, authors, conferences, and code implementations in machine learning, with tools for exploring papers by author, extracting PDF content, and accessing associated repositories, datasets, and results.

Provides tools for accessing Old School RuneScape game data through wiki searches and structured file queries with pagination support

Provides a bridge between AI systems and ComfyUI's image generation capabilities, enabling text-to-image creation with customizable parameters through WebSocket communication.

Provides access to JavaScript ecosystem data, trends, and library statistics from JSer.info for developers tracking the JavaScript landscape

Integrates with Google Places API to provide location-based place discovery using IP-based detection, enabling users to find nearby businesses, restaurants, or services without manually entering coordinates.

Bridges industrial IoT systems with multiple protocol support including MQTT, Modbus RTU/TCP, Redis, and InfluxDB for real-time sensor monitoring, device control operations, and system automation.

Auto-evolving developer intelligence layer that scans GitHub repos, extracts patterns, and proposes CLAUDE.md improvements.

Provides stealth browser capabilities using Playwright and anti-detection techniques for evading bot detection systems during web scraping and automated testing.

Integrates with Daytona's secure Python execution environment to enable isolated code running and workspace management for testing and educational purposes.

Provides secure access to thousands of open-source command-line tools through pkgx, executing commands in a sandboxed environment that prevents unauthorized filesystem modifications.

Provides a registry system for organizing and accessing specialized expertise packages as reusable skills with automatic discovery, validation, and caching to enable modular AI assistance across different domains.

Integrates with PostgreSQL to provide database analysis, optimization, and troubleshooting tools for streamlined management and performance tuning.

Integrates Jewish texts using Tantivy search engine to provide insights, answer questions, and analyze themes from religious Jewish literature.

Provides efficient searching and text extraction capabilities for large text files with line-based retrieval and search functionality for analyzing log files, traces, and text-heavy documents.

Wraps Eclipse JDT Language Server to provide Java code navigation, symbol search, reference finding, and project structure analysis.

Integrates with Symfony PHP applications to provide container introspection, service discovery, dependency analysis, and Monolog log analysis with search, filtering, and tail operations for debugging and development workflows.

Provides YARA-based malware scanning capabilities with support for local and MinIO storage backends, enabling security professionals to manage rules, scan files/URLs, and analyze results for threat detection.

Integrates with Splunk Enterprise through the Splunk SDK to provide search execution, health monitoring, user management, and alert analysis with automated troubleshooting workflows and OpenAI-powered analysis for DevOps teams and security analysts.

Provides managed access to Tavily's search and research APIs with encrypted key storage, automatic rotation, usage tracking, and a React admin interface for organizations controlling access across multiple clients.

Provides IMAP/SMTP email access for reading messages and sending emails with secure connection support and environment-based credential management.

Integrates with the AviationStack API to provide real-time flight data, airport schedules, aircraft information, and aviation details for travel planning and flight tracking applications.

Sandboxed Python code execution with DSpy-powered reasoning that orchestrates external tools through generated code, featuring configurable security policies and timeout handling.

Provides real-time cryptocurrency market data from Nobitex exchange, enabling users to access current prices, trading statistics, and overall market information for informed trading decisions.

Bridge WhatsApp messaging to Codex with QR auth and voice note support.

Exports IDA Pro decompiled code into AI-optimized chunk files for reverse engineering workflows.

Provides a bridge between contact center analytics and routing data in Genesys Cloud, enabling conversational business intelligence through queue searches, conversation volume queries, call sampling, and voice quality metrics analysis.