Development Tools

A specialized MCP server for ROS2 Humble that enables natural language control of robots through topics, services, and actions, including support for GUI tools like Gazebo.

An MCP proxy server that acts as a middleware to filter out unwanted tools from upstream servers using regex patterns, reducing context pollution for AI agents.

FlowLLM is a framework for developing LLM-based services that automatically exposes Python-defined logic (Ops) as HTTP or MCP service tools. It simplifies the creation of AI assistants and RAG applications by providing built-in support for vector stores, token counting, and complex workflow orchestration.

ParaView-MCP is an autonomous agent that integrates multimodal large language models with ParaView, allowing users to perform scientific visualizations through natural language and visual feedback.

A powerful MCP server that exposes Language Server Protocol (LSP) features through a headless VS Code environment, allowing AI agents to perform advanced code analysis, symbol manipulation, and file operations across multiple programming languages.

A robust TypeScript-based MCP server providing platform-agnostic filesystem capabilities with secure path sanitization, advanced search-and-replace, and support for both STDIO and HTTP transports.

A .NET-based MCP client and host application that demonstrates how to connect an AI agent to a remote TypeScript-based to-do list MCP server running on Azure Container Apps.

CodeDox is an MCP server that crawls documentation websites and GitHub repositories to extract, categorize, and index code snippets and markdown content for AI-powered search.

A comprehensive MCP server for the Taiwan Stock Exchange (TWSE) providing real-time market data, financial statements, ESG metrics, and foreign investment tracking.

A specialized MCP server designed to assist in the initial planning and scaffolding of business applications featuring React frontends and Python backends on the Databutton platform.

A comprehensive MCP server for interacting with the Bitrise CI/CD API, allowing for app management, build operations, and artifact handling directly within AI-powered environments.

MCP (Model Context Protocol) Server. Creates sandboxed local dev environments directly from GitHub; run tests, report coverage and more.

NeuronMCP is part of the NeuronDB ecosystem, providing an MCP server interface to a PostgreSQL-based AI database with integrated vector search, machine learning algorithms, and RAG capabilities.

An MCP server that enables AI models to interact with AWS services including RDS, S3, EC2, and networking components through natural language.

DVMCP bridges the Model Context Protocol (MCP) with Nostr's Data Vending Machine ecosystem, enabling decentralized tool discovery and execution through cryptographically signed messages.

An MCP server for Linux network optimization that enables AI-assisted TCP tuning, performance diagnostics, and safe configuration management with automated rollbacks.

A versatile Deno-based template for building MCP servers that support STDIO and HTTP transports. It includes examples for tools, resources, and sampling, and can be compiled into standalone binaries or Claude Desktop Extensions (DXT).

A security-focused MCP server that integrates with the Asterisk Vulnerability Scanner API to provide real-time code scanning and vulnerability analysis for AI assistants.

A Spring Boot-based MCP server that integrates OWASP ZAP to automate web security tasks like spidering, active scanning, and vulnerability reporting via AI agents.

A robust MCP server that enables LLMs to execute arbitrary bash commands and manage working directories on a local machine.

A Model Context Protocol server providing programmatic administration for Keycloak, including management of users, realms, clients, roles, and authentication flows.

A Go-based MCP server that integrates Perplexity's real-time web search and reasoning models directly into AI assistants like Claude and Cursor.

A TypeScript-based agent that integrates Ollama with multiple Model Context Protocol (MCP) servers, allowing local LLMs to interact with external tools like filesystems and web research through a unified CLI.

A comprehensive interface to the Robinhood Crypto API, providing both REST and WebSocket endpoints for account management, real-time market data retrieval, and trading operations.

A lightweight Rust-based bidirectional proxy that bridges MCP servers between stdio, SSE, and Streamable HTTP transports with built-in OAuth support.

A powerful orchestration server that enables AI agents to discover, create, and execute complex multi-step workflows using structured YAML definitions and global strategy instructions.

A Spring Boot-based MCP server that integrates 1C:Enterprise development with AI assistants, providing tools for code checking, syntax explanation, and AI-driven consultation via the 1C:Naparnik API.

A robust NestJS boilerplate that integrates the Model Context Protocol to expose backend services, utilities, and development workflows as AI-discoverable tools and resources.

A PostgreSQL MCP server offering dual HTTP/Stdio transports for database schema inspection and read-only query execution with session management and Podman(or Docker) support.

Metabase MCP server provides integration with the Metabase API, enabling LLM with MCP capabilites to directly interact with your analytics data, this server acts as a bridge between your analytics platform and conversational AI.