MCP Server Directory

Integrates Claude Desktop with VSCode, enabling file access and manipulation within specified workspace directories for seamless AI-assisted development workflows.

Read-only codebase introspection server for Freqtrade that exposes method signatures, docstrings, type hints, enums, and configuration schemas to help write better trading strategy code.

Provides direct browser control through a Chrome/Firefox extension and WebSocket bridge, enabling real-time web automation, form interactions, DOM snapshots, and screenshot capture on the user's actual browser tab rather than a headless environment.

Provides access to Kali Linux penetration testing tools through a Flask API, enabling reconnaissance, web security testing, Active Directory attacks, and exploitation framework operations.

Provides a bridge between Zerocracy's project management platform and development teams, offering actionable recommendations to improve productivity and focus through AI-assisted insights.

Provides unified access to 30+ image and video generation models including Sora, Veo, Kling, and Flux through Higgsfield AI's hosted MCP endpoint.

Enables secure interaction with codebases through tools for file operations, command execution, project analysis, and Jupyter notebook management with path validation and operation allowlisting

Provides over 150 pre-built professional agent personas across business, technology, and operations roles in multiple languages, enabling users to instantly access domain-specific expertise for tasks like code reviews, financial analysis, and project management without crafting detailed prompts.

Provides secure access to browsing history from major browsers across all platforms with specialized tools for searching by terms, retrieving recent entries, and finding most visited sites for productivity analysis and research assistance.

Provides intelligent access to Appwrite documentation through vector-based semantic search, direct page retrieval, and table of contents navigation for contextual API reference during development workflows.

Integrates with Authentik's identity and access management platform to provide user, group, and application management capabilities alongside event monitoring, authentication flow configuration, and system administration tools.

Provides access to over 50 clinical calculation tools including cardiovascular risk assessment, kidney function evaluation, critical care scoring, and metabolic calculations with proper validation and error handling for healthcare applications requiring reliable medical decision support.

Provides image generation across multiple AI providers (OpenAI DALL-E, Google Gemini, Replicate Flux) with unified parameter handling, automatic file saving, and provider-specific features like transparent backgrounds and seed control for flexible visual content creation.

Analyzes RTL waveform files from hardware simulations using WAL engine, providing signal discovery with regex filtering, transition analysis within time ranges, waveform length inspection, and direct WAL expression execution for debugging timing issues and extracting specific signal behaviors from VCD and FST format digital designs.

Connects AI to ThingsBoard IoT platforms for retrieving device telemetry data and attributes, enabling monitoring and analysis of IoT device information.

Extracts code symbols from multiple programming languages using tree-sitter parsing to generate structured outlines with functions, classes, variables, and hierarchical relationships at configurable detail levels.

Analyzes Python application logs with time-based and pattern filtering, pytest output parsing, and code coverage report generation for debugging and quality monitoring workflows.

Integrates with Apple Notes to enable listing, searching, creating, and indexing notes using vector and full-text search, leveraging LanceDB and on-device embedding for efficient data management and privacy-preserving information retrieval.

Manage network devices through SSH, Telnet, and SNMP protocols with support for configuration management, topology discovery, and real-time monitoring across Cisco and Huawei equipment

Captures and indexes Slack conversations in real-time using accessibility APIs and provides intelligent search capabilities including natural language conversation search, precise message filtering, thread context retrieval, and semantic similarity matching through local SQLite storage with vector embeddings.

Enables direct uploading of web projects to yourware.so hosting platform without leaving your development environment

Extracts text from videos and audio files across platforms like YouTube, Bilibili, TikTok, Instagram, Twitter/X, Facebook, and Vimeo using Whisper speech recognition for transcription, content analysis, and accessibility improvements.

Integrates with PDF.co's cloud API to provide 30+ document processing tools including PDF conversion, form handling, OCR, merging, splitting, password protection, and invoice parsing for automated document workflows.

Dispatch AI coding agents including Claude Code, GitHub Copilot, and OpenCode as tools within any MCP-compatible client.

Integrates with Malaysia's open government data API to provide access to population statistics, birth records, fuel prices, household income, and vehicle registration information with dataset-specific filtering capabilities.

Analyzes TypeScript and JavaScript codebases using the compiler API to build a complete symbol graph for semantic code navigation and cross-reference discovery.

Bridges AI systems with Ansible Tower/AWX instances for infrastructure automation, enabling inventory, host, job template, and credential management through a secure API interface for DevOps workflows.

Integrates with Mailchimp's Marketing API to provide read-only access to automation management, campaign analytics, list and member data, e-commerce integration, template handling, and detailed reporting for email marketing analysis and optimization.

Provides containerized employee leave management with tools for checking balances, applying for leave with specific dates, and retrieving leave history from an in-memory database.

Extracts and analyzes components from Figma design files, enabling seamless integration between Figma designs and React Native development through component hierarchy processing and metadata generation.

Generates conventional commit messages from staged git changes by analyzing diffs and file status to create properly formatted commits with optional type and scope parameters.

Provides read-only access to MBBank accounts for retrieving balances, transaction histories, savings account details, and current date information to support financial monitoring and expense tracking workflows.

Provides a secure Python code interpreter for executing code, installing packages, and running files in isolated environments with persistent execution contexts and variable extraction capabilities.

Enables querying and analysis of digital signal data from Value Change Dump (VCD) waveforms for applications in digital design, hardware verification, and signal analysis.

Integrates with VMware Fusion's REST API to manage virtual machine lifecycles including power operations, configuration retrieval, and status monitoring for local development environments.

Provides direct access to technical documentation across 40+ popular frameworks and libraries including Python, React, FastAPI, and AWS with intelligent caching and unified retrieval for development workflows.

Provides oil and gas industry data access through MySQL storage with drilling events, production data, purchase orders, timeseries analytics, work orders, and HSSE incidents, plus document search via hybrid vector/full-text retrieval and anomaly detection using z-score analysis.

Provides direct access to Flowbite-Svelte component documentation through specialized tools for finding components, retrieving detailed docs, browsing available components, and performing full-text searches across the complete documentation library.

Integrates with Litmus Edge for industrial IoT device configuration, monitoring, and management, enabling real-time tag value retrieval, Docker container management, DeviceHub device creation across various protocols, NATS topic subscription for data streaming, and system property configuration for industrial automation workflows.

Integrates with AivisSpeech engine to provide Japanese text-to-speech synthesis with customizable voice parameters including speed, pitch, intonation, and volume for building voice-enabled applications.

Extracts PrimeVue component API data including props, emits, slots, and design tokens through automated TypeScript parsing and web scraping to provide contextual guidance on Vue.js component usage and theming.

Provides AI assistants with access to documentation through a configurable server that converts HTML to Markdown and enables auditing of tool calls and returned context.

Integrates with Pearl's platform to provide access to both automated responses and human expert assistance across medical, legal, technical, and lifestyle domains through three interaction modes: AI-only for quick responses, AI-expert for screened human support, and direct expert consultation.

Transforms ESP32 CYD boards into remotely controllable IoT devices with display control, touch input, GPIO manipulation, sensor readings, file management, and audio playback through WebSocket communication.

Bridge between Claude Code and WeChat via iLink Bot API with permission relay.