Development Tools

MCP (Model Context Protocol) Server. Integrates GitLab, Jira, Confluence, YouTube, and Google AI to provide search capabilities and utility tools for streamlined development workflows and project management tasks.

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 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. Indexes and retrieves code snippets using embedding models and vector databases, enabling efficient code search and analysis for software development tasks.

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

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 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.

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

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.

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

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

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

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

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

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 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.

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.

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

Bonsai-mcp integrates Blender and Bonsai BIM with Claude, providing a suite of tools for querying, analyzing, and manipulating IFC building models, including quantity takeoff and construction budgeting.

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.

The self-hosted MCP bridge between Claude Chat and Claude Code.