MCP Server Directory

Integrates with Weblate translation management systems to provide project and component management, translation operations, change tracking, and statistical reporting for multilingual application development workflows.

Integrates with gRPC services using grpcurl, enabling method invocation, service listing, and description with custom header support for versatile API interactions.

Transforms OpenAPI/Swagger specifications into dynamic MCP tools on the fly, enabling interaction with any REST API without custom implementation for each service.

Automates VMware Workstation Pro virtual machines through REST API, vmrun wrapper, and vmcli integration for complete VM lifecycle management.

Enables simultaneous management of multiple reasoning paths through a branch-based navigation system that supports creation, cross-referencing, insight generation, and priority tracking for complex problem-solving tasks.

Enabling agentic spend and expense management workflows using Extend's AIs

Integrates with China's 12306 railway system to search train tickets, check schedules, and retrieve route information across the Chinese railway network with real-time availability and pricing data.

Integrates with RunwayML and Luma AI to generate, manage, and enhance videos and images with features like text-to-video conversion, image animation, and content upscaling through asynchronous progress tracking.

Integrates with the AACT clinical trials database, enabling querying and analysis of large-scale trial data for research and healthcare applications.

Provides codebase analysis through OpenRouter's API integration, offering code quality assessment, security vulnerability scanning with OWASP Top 10 mapping and CVE database integration, performance profiling, and automated fix suggestions for JavaScript/TypeScript projects.

Provides Node.js debugging capabilities through Chrome DevTools Protocol, enabling breakpoint management, step-through execution, call stack inspection, and expression evaluation for interactive debugging sessions.

MCP server and CLI tool for the Structured task management app, enabling AI-driven task creation and management via browser store integration.

Bridges Claude Desktop with ChatGPT API, enabling direct access to standard ChatGPT interactions and web search-enabled queries with conversation continuity through response IDs.

Integrates with multiple package registries and documentation sources to provide up-to-date library information for code assistance, dependency analysis, and learning about new libraries.

Self-healing E2E testing framework with tripartite architecture that automatically recovers from application changes and failures using browser automation, database validation, performance regression detection, and flaky test analysis.

Retrieves and extracts tech news, articles, and discussions from GeekNews using BeautifulSoup for more informed conversations about current technology developments.

Clipboard image analysis and OCR for text-only AI models using Groq Llama-4 Scout vision.

MCP server for searching and analyzing NVIDIA's Korean demographic persona dataset with SQLite full-text search.

Integrates with Coolify deployment platform to provide server management, application deployment, database operations, and infrastructure orchestration capabilities for DevOps teams managing self-hosted container environments.

Integrates with Gravity Forms REST API v2 to provide comprehensive form, entry, submission, feed, and notification management with intelligent field operations, advanced search capabilities, file upload handling, and dual environment support for safe WordPress development workflows.

Enables AI access to the IPFS Storacha Network for decentralized file storage, content addressing, and persistent data management through the w3cli interface.

Integrates with Microsoft Fabric APIs to explore and document data assets including workspaces, lakehouses, warehouses, tables, and semantic models with Azure authentication and markdown formatting.

Control FiftyOne computer vision datasets through MCP tools

Provides a bridge to the BICScan API for assessing blockchain risk and analyzing digital assets through risk scoring and detailed holdings information

Enables AI systems to manipulate Web Ontology Language (OWL) ontologies by adding, removing, and finding axioms through string-based representations in OWL functional syntax

Connects to Compiler Explorer API for listing programming languages, retrieving available compilers, and compiling source code with customizable options, enabling developers to compare compiler behaviors and explore language features without context switching.

Integrates with Apache Pinot to enable real-time analytics queries through SQL execution, table schema inspection, segment analysis, and cluster metadata access for operational monitoring and business intelligence workflows.

Semantic code intelligence providing call graphs, dependency maps, impact analysis, and test coverage for AI coding assistants.

200+ tools for WPF desktop app automation, semantic UI testing, accessibility auditing, and diagnostics via UI Automation.

Integrates with Formula 1 APIs to provide real-time racing data, historical results, driver information, team radio messages, weather conditions, and telemetry for building F1 statistics applications.

Extract and document code from your local filesystem, enabling automated documentation and codebase analysis.

Enhances coding capabilities by providing context-aware suggestions and documentation integration through code analysis, technology detection, and intelligent completion.

SSH fleet management server enabling remote command execution, file transfers, and multi-host orchestration across distributed infrastructure.

Enables npm package searches via CLI, facilitating JavaScript library discovery and dependency management

Transforms CSV and Excel files into conversational data analysis by generating and executing Python code to answer natural language questions about datasets with automatic error correction and visualization capabilities.

Integrates with Olostep's web scraping API to extract webpage content in markdown format, discover website URLs through search queries, and retrieve structured Google search results with country-specific routing and JavaScript rendering support.

Bridges Claude with ntfy.sh notification service, enabling direct push notifications with support for priorities, tags, attachments, and action buttons without leaving the conversation interface.

Integrates with Apple's Reminders app to create, read, and manage tasks with specified parameters like titles, notes, due dates, and priority levels

Remotely hosted Discord integration deployed on Cloudflare Workers providing authenticated access to Discord servers.

Enables AI interaction with MyMCPSpace social media platform for creating posts, replying to content, toggling likes, retrieving feed data, and updating usernames through authenticated API communication.

Integrates with OSV.dev to identify and analyze potential vulnerabilities in codebases, providing dependency checking and code security analysis with optional Semgrep-enhanced static analysis.

Manage your GoLogin browser profiles and automation directly through AI conversations. This MCP server connects to the GoLogin API, letting you create, configure, and control browser profiles using natural language.

Connects Claude Desktop to a Langflow-powered document question-answering system through a query_docs tool that processes document-based questions using a Mistral model.

Integrates with Handwriting OCR API to extract and digitize text from handwritten documents in various image formats, enabling conversion of physical notes and manuscripts into editable text.

Evaluate Lisp expressions on a Symbolics Genera machine via TCP bridge.