Development Tools

Interactive visualizer for Anthropic's Memory MCP knowledge graphs. Instantly explore, debug, and analyze entities, relations, and observations from memory.json files in the Model Context Protocol.

A text-to-image generation server for Claude that utilizes Google's Gemini 2.5 Flash API to create, edit, compose, and style images with automatic file saving.

An orchestration MCP server that executes Codex, Gemini, and Continue CLI agents in parallel across multiple directories using specialized programming personas.

A wrapper for stdio-based MCP servers that provides debug logging, tool name prefixing to avoid conflicts, and environment variable management.

🐕 Universal MCP Server Manager - Configure once, manage multiple MCP servers through a single interface. Perfect for Claude Desktop, Claude Code, Cursor, Gemini CLI & AI assistants. Web dashboard, auto-detection, unified proxy layer.

Automated testing for Model Context Protocol servers. Ship MCP Servers with confidence.

BinAssistMCP integrates Binary Ninja with LLMs to provide advanced reverse engineering capabilities, including decompilation, multi-level intermediate representation analysis, and automated symbol management.

MCP (Model Context Protocol) Server. Enables interaction with Kintone's low/no code platform for listing apps, reading app info, and performing CRUD operations.

A Model Context Protocol server that enables remote file management via FTP and FTPS, allowing for directory listing, file transfers, and folder manipulation through natural language.

A multi-instance ServiceNow MCP server providing deep automation for 160+ tables, including ITSM, CMDB, and Flow Designer, with intelligent schema discovery and natural language search.

A shared memory and intelligence layer for AI development that provides semantic code search, dependency graph analysis, and persistent session context across various AI tools.

MCP (Model Context Protocol) Server. Provides natural language access to single-cell RNA sequencing analysis through Scanpy, enabling bioinformatics workflows like clustering, dimensionality reduction, and cell type annotation without writing code.

A robust bridge that integrates Kubernetes cluster management into AI assistants, allowing users to query resources, execute kubectl/helm commands, and diagnose workloads using natural language.

A persistent local memory server for AI agents that provides episodic and semantic storage with a visual dashboard. It allows agents to retain context across sessions using a 3-layer brain architecture comprising short-term, long-term, and graph-based memory.

Sync MCP servers, Skills, Agents & Commands across Claude Code, Cursor, OpenCode, Codex. One config, all tools.

A tool that allows users to search, retrieve, and save AI prompts from the prompts.chat library directly within AI coding assistants, featuring full variable substitution support.

A GitHub CLI extension that seamlessly runs the github-mcp-server in Docker using your existing gh authentication. Eliminates manual PAT setup by automatically retrieving GitHub credentials and launching the MCP server with proper authentication.

An advanced MCP server featuring GitHub OAuth, persistent SQLite storage for personalized location management, and real-time weather data via the Open-Meteo API.

MCP for letting agents delegate tasks to sub-agents (Claude Code, Aider, Q)

MCP (Model Context Protocol) Server. Analyzes Python code structure, complexity, and dependencies using parsing tools to provide insights for automated quality checks and code reviews.

A robust MCP server designed to help LLMs manage large-scale data by splitting JSON files into smaller chunks or merging multiple JSON files into a single consolidated output.

An MCP tool server that provides stateful, TUI-compatible terminal sessions.

Browser automation and QA testing capabilities. This server integrates with desplega.ai to offer automated testing, session monitoring, batch test execution, and intelligent test guidance using the AAA framework.

A robust Model Context Protocol server that enables AI assistants to perform complex time manipulations, timezone conversions, and natural language date parsing.

A hierarchically-aware RAG system and MCP server for Vaadin documentation, enabling intelligent search and navigation across Flow (Java) and Hilla (React) frameworks.

AI-powered tools for Unity animation workflow. Create and modify AnimationClips and AnimatorControllers directly through natural language commands.

A token optimization server designed to reduce token usage by over 95% through intelligent caching and compression techniques.

An NPX-compatible wrapper for Microsoft's MarkItDown that converts documents, images, and audio into markdown without requiring Docker.

A versatile MCP gateway that dynamically exposes any REST API as MCP tools by consuming JSON configuration files or Postman collections.

MCP server to manage Spotify from MCP clients