Development Tools
Git, Docker, Terminal, and other developer utilities
13,354 servers in this category
Stock Market Data
MCP (Model Context Protocol) Server. Provides real-time stock market data and company information for financial analysis, investment research, and market monitoring applications
Constrained Optimization
A specialized MCP server providing a unified interface to powerful optimization solvers like Z3, CVXPY, and OR-Tools for solving complex linear, convex, and combinatorial mathematical problems.
kafka-mcp-server
A comprehensive Model Context Protocol (MCP) server for Apache Kafka operations. Enables seamless Kafka cluster management through Claude Desktop and other MCP clients with support for topics, messages, consumer groups, and real-time monitoring
@fabriqa.ai/youtube-transcript-mcp
A specialized MCP server that extracts transcripts and available languages from YouTube videos, optimized for large content analysis in Claude Code.
DataBeak
A specialized MCP server for CSV data processing, providing over 40 tools for loading, transforming, and analyzing tabular data via URL or string input with built-in statistics and validation.
AI Calls Editor
A VS Code extension that exposes an MCP server to enable AI assistants to perform IDE-powered refactoring, specifically intelligent symbol renaming across workspaces using the Language Server Protocol.
TextArtTools
Transform text with 23 Unicode styles and create stylized banners with 322+ figlet fonts.
MCP
An MCP server for Betaflight flight controllers, enabling natural language configuration, PID tuning, and real-time sensor monitoring for FPV drones through Claude.
@vmenon25/mcp-server-webauthn-client
A WebAuthn (FIDO2/Passkeys) authentication server MCP that provides tools for generating TypeScript web clients and managing secure credential storage.
UniProt
A robust MCP server for UniProtKB that provides professional tools for fetching protein entries, searching bioinformatics data, and mapping identifiers across 200+ databases.
pforge
A declarative framework for building MCP servers using YAML configuration, supporting Native Rust, CLI, HTTP, and Pipeline handler types.
clawd-mcp
Bridges Cursor and Claude Desktop with the OpenClaw and Moltbook ecosystems to manage personal AI agents and communication gateways across platforms like WhatsApp and Discord. It provides MCP tools to invoke agents, manage sessions, and handle social agent interactions within a secure, virtualized environment.
paparazzi
A Chrome extension and MCP server setup that enables LLMs to observe, debug, and interact with your active browser session via the Chrome DevTools Protocol.
Panda3D MCP Server
A documentation retrieval server that allows Claude to search the official Panda3D game engine site, providing detailed information on classes, functions, and 3D rendering concepts.
ace-mcp
A self-improving AI context framework that learns from development patterns to provide contextual code generation, intelligent analysis, and automated prompt enhancement.
GitHub Actions Trigger
A specialized MCP server for managing GitHub Actions and repository workflows, allowing users to discover actions, trigger workflow dispatch events, retrieve releases, and automate pull request merging.
playfab-mcp-server
A middleware server that connects AI assistants to PlayFab services, enabling natural language control over game economy, player management, and inventory administration.
google-workspace-mcp-with-script
A comprehensive MCP server providing deep integration with the complete Google Workspace suite, including Docs, Sheets, Drive, Gmail, Calendar, and specifically Apps Script for advanced automation.
cbrowser
AI-powered browser automation with constitutional safety, AI visual regression, persona testing, and natural language test suites. Modular architecture for visual, testing, analysis, and performance modules.
RAG Context
MCP (Model Context Protocol) Server. Provides persistent memory and context management using local vector storage and SQLite database, enabling semantic search and indexed retrieval of stored information with automatic vectorization and configurable similarity thresholds for complete privacy and data control.
WebScout
A specialized MCP server for reverse engineering chat interfaces and streaming APIs using browser automation and Chrome DevTools Protocol network capture.
@atonomus/mcp-servers-search
A discovery tool for the MCP ecosystem that allows users to search, list, and explore over 500 servers from the official modelcontextprotocol/servers repository.
Canvas LMS
A comprehensive MCP server for Canvas LMS that enables AI assistants to manage courses, assignments, grades, and communications through 31 specialized tools.
AWS S3
MCP (Model Context Protocol) Server. Provides secure, pre-signed URL-based access to AWS S3 bucket operations with configurable expiration times for simplified cloud storage interactions.
py-mcp-qdrant-rag
- A Model Context Protocol server implementation that provides RAG capabilities through Qdrant vector database integration, enabling AI agents to perform semantic search and document retrieval with local or cloud-based embedding generation support across Mac, Linux, and Windows platforms.
Refactoring MCP Server
A specialized MCP server exposing Martin Fowler's comprehensive refactoring catalog, allowing LLMs to analyze code smells and perform structural code transformations across multiple languages.
Bitable MCP
- MCP server provides access to Lark Bitable through the Model Context Protocol. It allows users to interact with Bitable tables using predefined tools.
Systemd-Coredump
An MCP server for managing Linux system core dumps, allowing users to list, analyze, extract, and generate GDB stack traces from coredumps via systemd-coredump.
@openconductor/cli
A command-line tool designed to simplify the installation and management of MCP servers across multiple AI clients, replacing manual JSON configuration with a streamlined registry and pre-built stacks.
Flipt (Feature Flag Management)
This MCP server integrates with Flipt, a feature flag management platform, to enable AI assistants to manage namespaces, flags, segments, and rollouts via standard protocols.