MCP Server Directory

Industrial IoT monitoring system combining OPC UA simulation, LSTM autoencoder anomaly detection, and local LLM explanations for real-time equipment monitoring with natural language insights.

Exposes Symfony profiler data to AI-powered IDEs using a two-tier model that returns compact summaries first, with full collector details available on demand via resource URIs.

Provides natural language access to Arbitrum blockchain networks including core chains and Orbit chains, enabling batch posting monitoring, assertion tracking, gas price analysis, node health checks, transaction tracing, and account operations for developers building applications that require real-time visibility into sequencer performance and validator operations.

Integrates with Twitch's IRC and Helix API to provide real-time chat moderation with smart user targeting, automated timeout management, and stream control features including polls, predictions, and content updates.

Integrates with Binance Futures API to provide real-time market data access and account management functionality for cryptocurrency trading applications.

Connect Claude Code to n8n workflows and Coolify deployments via MCP.

Remote control Claude Code sessions via Telegram with tool approval gating, task monitoring, and bidirectional file transfer.

Provides access to Ukrainian folk calendar data including 120 holidays, 184 deities, 365 daily folk wisdoms, and birth charm periods rooted in pre-Christian Slavic mythology.

Query Russia's official FSTEC vulnerability database with 86,000+ records via full-text search, CVE mapping, and BDU identifier lookup.

120+ developer utility tools for AI agents — encoding, hashing, formatting, and data transformation.

Analyzes website UI using Playwright browser automation to detect layout issues, identify broken elements, and generate precise CSS/HTML fixes with framework-specific solutions for React, Vue, Angular, and popular UI libraries.

Provides remote management capabilities for NVIDIA Jetson Nano edge computing systems through SSH connections, enabling hardware control, thermal management, GPIO operations, CUDA verification, ML framework installation, TensorRT model optimization, system administration, and container orchestration with GPU acceleration.

MCP gateway for AI token optimization with semantic caching, multi-provider routing, and up to 99% context reduction via intelligent compression.

Provides cross-tool access to AI conversation history from VS Code Copilot, Cursor, and Rovodev sessions by scanning workspace storage directories and parsing different session formats to enable conversation continuity and search across previous sessions.

Provides semantic code search across large codebases using ChromaDB vector storage and configurable embeddings, enabling indexing of local project directories with 50+ file type support and retrieval of code snippets with metadata tracking for development teams building knowledge bases and code navigation systems.

Integrates with Godspeed Task Management API to enable listing, creating, updating, and deleting tasks directly from development environments without context switching.

Integrates with WordPress and WooCommerce REST APIs to provide complete site management including posts, pages, users, products, orders, customers, and administrative functions with support for media uploads, batch operations, and e-commerce features like product variations and payment gateways.

Provides a bridge to Tagesschau's news API for retrieving and analyzing German news articles across categories like domestic, foreign, economic and sports coverage

Provides real-time COVID-19 statistics by connecting to the disease.sh API, delivering case counts, deaths, recoveries, and testing data for any country.

Provides secure file system operations with RBAC controls, JWT authentication, process management, and undo capabilities for development workflows.

Bridges Home Assistant smart home systems with tools for device control, automation management, system monitoring, and troubleshooting through local and remote connections with OAuth authentication and container deployment.

Provides real-time aircraft tracking data through the ADS-B Exchange API with tools for geographic aircraft search, individual aircraft lookup, military aircraft filtering, and aircraft type enumeration for aviation monitoring and flight analysis applications.

Open-source AI agent toolkit providing code analysis, security scanning, web search, and persistent memory tools.

Stores and retrieves programming error knowledge through vector similarity search, enabling development teams to build a shared database of errors and solutions.

Provides access to Hong Kong Immigration Department daily passenger traffic statistics since 2021, breaking down visitor flows by type and control point with flexible date filtering.

Provides safe, structured editing capabilities for Markdown documents through section-based operations like inserting, updating, deleting, and moving content while maintaining document integrity with validation and rollback support.

Loads OpenAPI specifications from URLs or files to provide endpoint discovery, schema analysis, payload validation, sample data generation, and cURL command creation for REST API integration workflows.

Integrates with OKX cryptocurrency exchange to provide read-only access to account portfolios, trading positions, order history, and account summaries for portfolio management and trading analytics.

Provides a natural language interface to DIDLogic telecommunications API for managing SIP accounts, phone numbers, call history, and billing information through specialized VoIP administration tools.

Provides search access to Prisma Cloud documentation by crawling and indexing pages from both main docs and API documentation, implementing caching with TTL expiration and relevance scoring to return structured results with snippets and URLs for quick documentation access.

Integrates Setu's Digital Gateway APIs to provide KYC verification tools for PAN, GST, and name matching, enabling automated identity checks and regulatory compliance.

Provides a bridge to the Swedish company registry database for searching companies by name or location and retrieving detailed business information including revenue, employee count, and industry classification.

Fetch, inspect, and deploy Claude Design handoff bundles directly from development tools.

Provides access to Swift Package Manager dependencies in Xcode and SPM projects with tools to search dependency source code, browse files, and list packages with their versions and locations.

Spring Boot-based MCP server implementation with OAuth2 JWT authentication through AWS Cognito that provides a simple echo tool for returning user messages, serving as a foundation for building secure MCP servers with Spring's dependency injection and security features.

Integrates with Firelinks URL shortening platform to create and manage branded short links, configure custom domains with SSL, track detailed click analytics with geographic and device data, and monitor traffic quality metrics for marketing campaigns and business applications.

Integrates with Cursor IDE to provide real-time code review capabilities, leveraging GPT models for intelligent analysis and specific improvement suggestions.

Provides specialized tools for mathematical optimization using JijModeling and quantum computing with Qiskit, offering syntax guidance, code validation, and migration assistance to bridge compatibility gaps between older AI-generated code and modern Qiskit implementations.

Provides a unified interface for connecting to and interacting with multiple database systems (SQLite, PostgreSQL, MySQL/MariaDB, SQL Server) through consistent tools for connection management, query execution, schema manipulation, and transaction support.

Integrates with the addTaskManager iOS/macOS app through CloudKit to provide structured task and project management following the ADD (Assess-Decide-Do) framework with realm-based workflow restrictions and Apple ID authentication.

Debug embedded devices through SEGGER J-Link probes with tools for memory operations, flash management, breakpoints, RTT logging, and GDB server control.

Provides hybrid full-text and semantic search across 1,188 volumes of digitized Swedish parliamentary records from 1521–1866 held by the Royal Library.

Lightweight Git repository management server for local operations using GitPython and Pydantic

Provides complete LaTeX document compilation and generation capabilities through a Docker-containerized TeXLive environment, offering tools for compiling LaTeX source to PDF using multiple engines, managing reusable document templates, and rendering LaTeX snippets with parameter substitution for educators, researchers, and developers building document generation workflows.

Bridges VSCode extensions with external tools by exposing VSCode commands as executable tools, enabling command discovery, execution with parameters, and error handling for development workflows.