MCP Server Directory

MCP server for web scraping — fetch URLs, extract text/links/metadata, CSS selector extraction. Zero deps, LLM-optimized output.

Streamlines development workflows through AI-assisted codebase analysis, comprehensive planning, task breakdown with dependencies, and automated implementation verification. Enables systematic approach to complex development tasks like framework migrations and feature implementation.

Provides structured spec-driven development workflow tools for AI-assisted software development with sequential spec creation (Requirements → Design → Tasks). Features a real-time web dashboard for monitoring project progress and managing development workflows.

Enables AI-guided spec-driven development workflow that transforms ideas into implementation through structured stages: goal collection, requirements gathering in EARS format, technical design documentation, task planning, and systematic code execution.

A CLI tool that runs a Model Context Protocol server over stdio, enabling interaction with specification documents like business requirements, product requirements, and user stories for the Specif-ai platform.

Enables AI agents to build, test, debug, and interact with Kotlin Multiplatform Mobile (Android/iOS) applications through automated build pipelines, UI automation, crash analysis, and app state inspection.

MCP Server for Spectra Finance — makes Spectra discoverable by AI agents

Model Context Protocol server for Spectrum design data including tokens, schemas, and component anatomy

MCP Server for React Spectrum Charts documentation

MCP service for network speed testing with built-in test servers

MCP server for Core types, templates, and generator for Spellbook MCP tool builder

Spider MCP server — crawl, scrape, search, and automate browsers at scale. 100K+ pages/sec with anti-bot bypass.

Enables AI assistants to interact with Splunk Enterprise and Splunk Cloud instances through standardized MCP interface. Supports executing SPL queries, managing indexes and saved searches, listing applications, and retrieving server information with flexible authentication options.

MCP server for Spring Boot Actuator analysis — health, metrics, environment, and bean diagnostics

SQG MCP Server - Spring Boot project initialization tools

Enables AI assistants to interact with Square's Connect API through the Model Context Protocol standard, allowing for operations like managing customers, processing payments, and handling inventory.

An MCP tool to manage persistent ssh connections to a collection of hosts enabling remote development, deployment, and information gathering.

A production-ready, highly secure SSH MCP server featuring stateless connections, two-step operation confirmation, and comprehensive DevOps tool integration.

A Model Context Protocol server implementation for Stability blockchain that enables AI agents to interact with Stability Protocol without gas fees.

MCP server for accessing StaqPods from Claude Desktop and Claude Code

A comprehensive Model Context Protocol service providing zodiac information queries, horoscope analysis, and compatibility testing between star signs.