Developer Tools MCP Servers

Dify Server

Generates Ant Design business component code by integrating the Dify AI API within a Model Context Protocol server.

Simple Server Setup

Demonstrates calculator operations via Server-Sent Events (SSE) and Standard Input/Output (STDIO) client-server communication modes.

Model Context

Provides contextual information to AI models by intelligently routing queries to diverse data sources.

Project Tracker API

Manages projects and tasks through a TypeScript-based REST API with Model Context Protocol integration.

CBCI Chatbot

Enables dynamic database querying through an LLM-powered chatbot system.

Unified Math

Empower AI assistants with deterministic mathematical calculations through a local Model Context Protocol server.

Fetch URL

Fetches public web pages, extracts meaningful content using Mozilla Readability, and transforms it into AI-optimized Markdown.

Cortex

Provides a multi-level reasoning server with configurable depth levels for structured thought processes.

Weather Tool

Fetches real-time weather information for any location worldwide using the wttr.in API and integrates with MCP clients like Claude.

TiDB Cloud

Facilitates natural language interaction between Large Language Models and TiDB Cloud's OpenAPI and databases.

Serial-HID KVM

Empowers AI agents with comprehensive control over a physical PC, facilitating keyboard, mouse, and screen interaction through a KVM connection.

Toolwright

Establish a trusted supply chain for AI tools, providing secure API access, drift detection, and bounded self-healing capabilities.

Dominican Law

Provides direct, AI-readable access to an authenticated database of Dominican Republic statutes for legal research and compliance.

FamilySearch

Provides an MCP server to access the FamilySearch API for searching places, standardizing dates, and finding person records.

Shrinking Algorithm

Shrinks PlantUML diagrams by applying Kruskal's algorithm to simplify their structure.

Observe Instrument

Automatically instruments Python AI agents with OpenTelemetry for comprehensive tracing, metrics, and logs.

Stepik

Manage Stepik courses and content directly from AI assistants like Claude Code or Cursor.

Mapbox Docs

Provides AI assistants with instant access to comprehensive Mapbox documentation and reference materials.

Kafka

Provides AI assistants with a comprehensive set of tools to interact with Apache Kafka, including operations for core Kafka, Schema Registry, and ksqlDB.

ContextWeaver

Develops a comprehensive context infrastructure and project memory engine to empower AI coding assistants with efficient code retrieval and knowledge management.