Developer Tools MCP Servers

MathCAD

Enables AI assistants to interact with MathCAD worksheets through a standardized interface.

Bananabit

Integrates Windsurf with image generation and web scraping capabilities.

Mcps Playground

Experiment with Anthropic's Claude and the Model Context Protocol (MCP) through an interactive web interface.

IntelliGlow

Control real smart bulbs using AI assistants and voice commands via UDP network communication.

Logstash

Provides comprehensive tools and a web interface for monitoring and defining performance bottlenecks in Logstash instances.

Amap

Provides a server component for managing or integrating with the Amap mapping platform.

Star Wars API

Provides an MCP server for querying Star Wars universe data via SWAPI.

Goodday

Manages projects, tasks, and users within the Goodday platform through a Model Context Protocol server.

Bugcrowd

Connects Large Language Models to the Bugcrowd platform by exposing its entire API as callable tools.

Sql Schema Bridge

Enables AI agents to accurately construct SQL queries from natural language questions by providing managed database schema information.

Fgbio

Wraps fgbio bioinformatics tools, enabling their deployment as modular MCP servers.

B4J

Enables Model Context Protocol (MCP) communication for B4J applications via standard I/O.

Figma

Integrates Figma design data with AI assistants via the Model Context Protocol.

Christensen

Provides strategic business advisory by applying Clayton Christensen's disruption theory and jobs-to-be-done frameworks.

GitLab

Integrates AI assistants with the GitLab REST API, offering over 65 tools for comprehensive management of projects, merge requests, pipelines, and CI/CD workflows.

AnythingLLM

Provides comprehensive management capabilities for workspaces, chats, documents, and system configurations within an AnythingLLM instance.

Edge

Empowers AI agents with real-time blockchain trading and market intelligence capabilities.

PII Redactor

Enables AI assistants to detect and redact sensitive Personally Identifiable Information from text.

Nextscan

Scans Next.js projects to generate a compact, comprehensive overview of routes, APIs, schemas, and security aspects.

Javadoc

Enables AI assistants to browse JavaDoc documentation by providing access through Maven coordinates.