Alternatives to Kotlin MCP SDK

☕ 🏠 - A JetBrains IDE plugin that exposes an MCP server, enabling AI coding assistants to leverage the IDE's indexing and refactoring capabilities (rename, safe delete, find references, call hierarch

☕ 🏠 - A JetBrains IDE plugin that exposes an MCP server, giving AI coding assistants full programmatic control over the debugger.

🎖️ 🏠 ☁️ 📟 🍎 🪟 🐧 - Discovery, exploration, reporting and root cause analysis using all observability data, including metrics, logs, systems, containers, processes, and network connections

📇 ☁️ - Up-to-date code documentation for LLMs and AI code editors.

🐍 🏠 - A fully-featured coding agent that relies on symbolic code operations by using language servers.

The official Python SDK for the Model Context Protocol. With it, developers build MCP servers that expose tools, resources, and prompts to any MCP host, and MCP clients that connect to any MCP server, over the standard stdio, Streamable HTTP, and SSE transports; it requires Python 3.11+, and the optional CLI extra adds the mcp command-line tool (mcp dev, mcp run, mcp install). It is a development library, not a ready-made data server.

📇 🏠 - Memory manager for AI apps and Agents using various graph and vector stores and allowing ingestion from 30+ data sources

🐍 🏠 - Run Python code in a secure sandbox via MCP tool calls

The official TypeScript SDK for Model Context Protocol servers and clients

Hindsight is an agent memory system built so agents learn over time, rather than only recalling conversation history. It organizes long-term memory into banks with three core operations, retain, recall, and reflect, plus observations and mental models, and it can be added to an agent through integrations that include an MCP server, client SDKs for Python and TypeScript, or an embedded Python mode with no server required.

ghidraMCP is an MCP server and Ghidra plugin that lets LLMs autonomously reverse engineer applications inside Ghidra. It exposes core Ghidra functionality to MCP clients, including decompiling and analyzing binaries, automatically renaming methods and data, and listing methods, classes, imports, and exports.

A simple, composable framework to build agents using Model Context Protocol by ****