Development Tools

A modular MCP server providing unified natural language access to over 40 astronomical databases including DESI, SIMBAD, SDSS, and Gaia for searching, retrieving, and analyzing scientific data.

A comprehensive MCP server for accessing, analyzing, and searching Polish legal acts from the official Sejm API (Dziennik Ustaw and Monitor Polski). It provides 14 specialized tools for metadata retrieval, multi-criteria document searching, and structural analysis of legal documents.

MCP (Model Context Protocol) Server. Integrates with GitHub repositories directly within the Zed editor, enabling code review, issue management, and repository exploration through a Rust-based extension that connects to GitHub's API via a configured personal access token.

A headless browser-based proxy that integrates Baidu AI Search into AI applications, providing automated web content extraction from the Chinese internet via the Model Context Protocol.

MCP (Model Context Protocol) Server. Provides cryptographic operations including encryption, decryption, hashing, and digital signatures using the PyCryptodome library for secure data handling in applications.

MCP (Model Context Protocol) Server. Integrates with Cursor IDE to provide real-time code review capabilities, leveraging GPT models for intelligent analysis and specific improvement suggestions.

MCP (Model Context Protocol) Server. Fetches and indexes YouTube playlist transcripts for quick search through vector embeddings, enabling efficient content discovery without watching hours of video.

A Model Context Protocol server that enables LLMs to interact with n8n instances to manage workflows, executions, and credentials.

MCP (Model Context Protocol) Server. Provides standardized development rules and real-time guidance for Business Central projects, offering rule validation, architectural suggestions, and component structure optimization for consistent coding standards and best practices.

Connects Claude Code and other MCP clients to Vim/Neovim instances, allowing AI to query editor state, execute complex commands, search help documents, and record macros.

A Slidev presentation and developer guide to the Model Context Protocol (MCP) by Anthropic, covering AI integration, LLM tool use, core concepts, and implementation examples for AI agents. #mcp #a

Demonstration of MCP with Spring Server and Client, using Ollama

A technical validation server that ensures code and documentation accurately follow the Model Context Protocol (MCP) specification using semantic search and AI.

A specialized MCP server for SolarWinds Observability that enables searching and visualizing log data with advanced filtering and histogram generation for DevOps monitoring.

An extension for running BitNet in VSCode via Model Context Provider endpoints.

MCP (Model context protocol) server to connect MCP client such as Claude Desktop.

An MCP server that enables AI assistants to query and analyze LLM performance metrics from Langfuse analytics workspaces.

MCP server for Google Slides integration with service account authentication

A ClickUp MCP server that enables AI models to fetch task details, authenticate workspaces, and manage project workflows through the ClickUp API.

A specialized MCP server for Dynatrace Managed (self-hosted) environments that provides access to problems, security vulnerabilities, entities, SLOs, events, logs, and metrics via V2 REST APIs.

A community-driven MCP server that allows AI models to manage Harbor container registries, enabling real-time interaction with projects, repositories, statistics, and system configurations.

A JIRA MCP server providing complete issue management including retrieval, JQL searching, creation, updates, and status transitions through JIRA's REST API v2.

A Jira integration for MCP that enables LLMs to manage projects, browse boards and sprints, and create issues using Personal Access Tokens.

A lightweight, Windows-native MCP server providing optimized tools for shell execution, file system management, and interactive process control.

A robust MCP server designed for self-hosted Jira instances that uses Personal Access Token (PAT) authentication to perform comprehensive issue management, status transitions, and project oversight.

A comprehensive utility server providing LLM agents with system monitoring, network diagnostics, IP geolocation, cryptographic operations, and QR code generation.

A bridge between AI models and the Unleash feature flag management system, allowing for the list, creation, and modification of flags within projects.

A production-ready MCP server that enables AI agents to perform local file operations, code analysis, and VSCode integration with performance optimizations like LRU caching.

A comprehensive random generation utility server for MCP, providing secure UUIDs, Gaussian distributions, password generation, dice rolling, and persistent card deck simulation.

MCP (Model Context Protocol) Server. Provides a bridge between AI and EPICS process variables, enabling real-time monitoring and control of industrial systems through tools for getting, setting, and retrieving detailed information about hardware systems.