Development Tools

A specialized MCP server for AI-assisted CSS development that replaces verbose utility classes with semantic patterns to reduce token usage by up to 77%. It supports major frameworks like Tailwind and Bootstrap while providing SSR safety audits and minification capabilities.

A Java MCP server that integrates with the Eclipse JDT Language Server (JDTLS) to provide advanced IDE features like symbol search, go-to-definition, and reference finding for Java projects.

A comprehensive MCP server utilizing CCXT to bridge AI models with over 100 cryptocurrency exchanges, enabling real-time market data retrieval and secure account management.

Jane is a high-performance knowledge management MCP server that uses SQLite FTS5 to transform team documentation and project specifications into a searchable database for AI assistants.

A high-performance semantic code search server that uses AST-based chunking and hybrid RRF reranking to enable natural language exploration of codebases.

A multi-framework MCP server that optimizes AI-assisted CSS development by using semantic class patterns instead of long utility strings, resulting in up to 77% token savings.

MCP (Model Context Protocol) Server. Ruby-based pair programming assistant providing five specialized tools for code review, brainstorming, performance analysis, and security audits through configurable AI model integration via OpenRouter.

A specialized MCP server that provides structured markdown templates for consistently documenting daily standups, meetings, learning sessions, and project summaries.

A PostgreSQL-backed RAG server using pgvector to provide multiple semantic search modalities including question-answering, similarity matching, and stylistic clustering.

MCP (Model Context Protocol) Server. Integrates with TiDB AI to enable direct querying and response streaming within code editors through a lightweight Go-based bridge.

A plug-and-play MCP server for Amazon Redshift that allows AI agents to securely query and manage data with configurable access modes (readonly, readwrite, admin) and automatic connection handling.

MCP (Model Context Protocol) Server. Integrates with DICOM systems to provide connectivity testing and diagnostics for medical imaging workflows, enabling node listing, C-ECHO operations, and configuration management.

MCP (Model Context Protocol) Server. Aggregates legal spend data from LegalTracker APIs, SAP/Oracle ERP systems, PostgreSQL databases, and CSV/Excel files to provide unified tools for analyzing vendor performance, comparing budget vs actual spend, and generating filtered spend summaries by department, practice area, and vendor.

MCP (Model Context Protocol) Server. Provides a bridge between Kubernetes clusters and AI systems for monitoring, troubleshooting, and managing resources like pods, deployments, and services without requiring direct kubectl access.

A Node.js MCP server that integrates Yandex Tracker with AI assistants, enabling task management, issue searching, commenting, and sprint analysis through the Tracker REST API v2.

MCP (Model Context Protocol) Server. Provides expert-level code review through simulated personas like Martin Fowler and Uncle Bob, offering refactoring suggestions and clean code recommendations based on established software engineering principles.

MCP (Model Context Protocol) Server. Integrates Amazon Bedrock's Nova Canvas and Nova Reel models to create AI-generated images and videos, enabling streamlined media production for developers and content creators.

MCP (Model Context Protocol) Server. Provides real-time COVID-19 statistics by connecting to the disease.sh API, delivering case counts, deaths, recoveries, and testing data for any country.

MCP (Model Context Protocol) Server. Provides secure, permission-controlled access to local filesystems with granular controls for reading, writing, moving, and searching files while enforcing path validation and directory restrictions.

Unified Gmail + Outlook MCP server with agentic orchestration, automatic token refresh, standardized base class for new providers, and dedicated email settings endpoints for tone, signature, and thread-aware replies.

A robust Google Search MCP server with advanced anti-detection features like user-agent rotation and request randomization to reliably extract search results.

A specialized MCP server providing fundamental mathematical operations including basic arithmetic, exponentiation, and logarithms with built-in error handling.

MCP (Model Context Protocol) Server. Provides a memory-efficient interface to the Figma API that handles large files by breaking operations into manageable chunks with pagination support, filtering capabilities, and resume functionality for retrieving design data without memory constraints.

MCP (Model Context Protocol) Server. Integrates with IP-API.com to provide IP geolocation services, enabling location-based insights without API keys or complex integrations.

MCP (Model Context Protocol) Server. Provides a bridge to the Crawl4ai web crawling service, enabling extraction of website content with configurable parameters like depth and strategy for research, data collection, or content analysis.

MCP (Model Context Protocol) Server. Provides a bridge between AI and Alibaba Cloud's Lindorm database, enabling vector search operations and SQL query execution for knowledge retrieval and data exploration

A comprehensive MCP server for Flashduty incident management, enabling automated workflows for creating, tracking, and resolving incidents across teams and collaboration channels.

A comprehensive MCP server for querying package metadata, security advisories, and dependency information across 30+ ecosystems using the ecosyste.ms API and a local SQLite database.

MCP (Model Context Protocol) Server. Provides direct access to Pydantic-AI documentation with tools for retrieving specific documents, listing topics, and accessing changelog information without leaving your development environment.

An enterprise-grade SSH connectivity server providing interactive terminal support, asynchronous command execution with output buffering, and secure SFTP file management.