Development Tools

MCP (Model Context Protocol) Server. Provides robust email interaction capabilities through IMAP, enabling advanced email retrieval, searching, and management with first-class support for Gmail OAuth2 and app-specific password authentication.

A comprehensive MCP server for GitLab integration that enables AI models to manage repositories, issues, merge requests, and wiki pages. It supports both stdio and SSE transports and features a configurable read-only mode for secure data access.

A specialized Retrieval-Augmented Generation (RAG) server that allows AI agents to manage and query domain-specific knowledge bases built with LightRAG. It provides advanced search capabilities through knowledge graphs and vector embeddings to enhance AI reasoning.

MCP (Model Context Protocol) Server. Static Code Analysis and Visualization. Convert Code to UML and Flow Diagram and explain by AI.

AI Native App Client App with Built-in Knowledge Base & Multi-Provider Support (OpenAI, Gemini, Ollama, ...)

A powerful MCP server that bridges natural language and GIMP 3.0, allowing AI assistants to execute any image manipulation command and view the results in real-time.

MCP (Model Context Protocol) Server. Provides a bridge between natural language commands and Autodesk Maya, enabling scene management, object creation, attribute manipulation, and viewport control through a dynamically extensible Python-based server.

An MCP server that allows Claude to render and preview Mermaid diagrams in real-time with live reload functionality and multiple export formats.

An MCP server that uses axe-core to perform accessibility audits on webpages, helping developers identify and fix WCAG compliance issues through AI assistants.

A specialized MCP server for interacting with Apache Iceberg catalogs, allowing users to explore data lake structures including namespaces, tables, and schemas via REST or AWS Glue catalogs.

A comprehensive MCP server for Azure DevOps that enables management of work items, pull requests, pipelines, and wikis directly through AI agents.

A specialized MCP server providing access to over 135 animated React components from ReactBits.dev, featuring source code retrieval, dependency information, and demo generation.

A unified storage access server that leverages Apache OpenDAL to allow LLMs to interact with diverse backends like S3, Azure Blob, and GCS through a consistent interface. It enables seamless file listing and content retrieval across multiple cloud and local storage providers.

An MCP server that interfaces with the Azure Retail Prices API to provide real-time cloud cost estimation, regional price comparisons, and SKU discovery with fuzzy matching capabilities.

This MCP server integrates with Joern to provide static code analysis and security auditing capabilities via Code Property Graphs. It allows language models to interface with Joern's analysis engine to identify vulnerabilities and understand complex code structures.

MCP (Model Context Protocol) Server. Indexes and retrieves code snippets using embedding models and vector databases, enabling efficient code search and analysis for software development tasks.

A tool designed to simplify building and launching Model Context Protocol (MCP) servers, acting as a management layer similar to how Ollama handles LLM models.

A comprehensive MCP server suite providing both local and remote capabilities for managing Prisma Postgres databases, including migrations, backups, and direct SQL execution.

A specialized MCP server that wraps the Claude Code CLI, allowing users to perform code analysis, debugging, and editing tasks through the local command-line interface via Claude Desktop or other MCP hosts.

A high-performance theorem prover and agentic runtime that combines Lean4-style formal verification with WebAssembly execution, vector-backed episodic memory, and cryptographic proof signatures.

The official Infisical MCP server enables seamless management of secrets, projects, and environments directly through function calling within AI models. It provides a secure interface for handling sensitive configuration data and project collaboration.

A comprehensive observability toolkit for Langfuse that allows AI agents to query traces, analyze sessions, manage prompts, and debug exceptions directly through the Model Context Protocol.

A specialized RimWorld development RAG server that combines lexical and semantic search with graph-based navigation for C# source code and XML definitions.

A powerful academic research MCP server that provides real-time access to over 200 million scientific papers across six major databases including arXiv, OpenAlex, and PMC with advanced full-text extraction capabilities.

A highly flexible MCP server that allows developers to expose any CLI tool, shell script, or language interpreter (Python, Node.js, Deno) as an MCP tool through simple YAML configuration.

A comprehensive MCP server enabling AI assistants to manage Yandex Tracker tasks through OAuth2-secured APIs, supporting issue tracking, queue management, and advanced YQL searching.

A Delphi-based framework for building MCP servers, allowing developers to transform Delphi code into actionable AI tools and resources.

A versatile MCP server that enables users to dynamically create, register, and execute custom tools at runtime using multiple programming languages like Python, JavaScript, Bash, and Ruby.

A reference implementation of OpenAI's Agentic Commerce Protocol (ACP) providing a sandbox environment for agents to manage shopping carts, products, and delegated checkout flows.

A policy-based gateway that aggregates multiple MCP servers, enabling on-demand tool discovery to reduce context window consumption and providing per-agent access control.