SDKs & frameworks

Shared Single-file memory layer for all your agents, sub mili-second RAG over text, photo and video on Apple Silicon.. No Server. No API. One File. Pure Swift

Unbrowse - Reverse engineer any website so that your agents can access its APIs directly

Production-Ready MCP Server Framework • Build, deploy & scale secure AI agent infrastructure • Includes Auth, Observability, Debugger, Telemetry & Runtime • Run real-world MCPs powering AI Agents

Simple, modular, and observable Go framework for backend applications.

AI agent identity, signed credentials, delegated authority and portable governance evidence. Python core and offline verifier SDKs.

Wassette: A security-oriented runtime that runs WebAssembly Components via MCP

MCP Server Framework and Tool Development library for building custom capabilities into agents.

Formerly Better Chatbot. Navigator is an open-source AI workspace for agents, MCP and workflow automation.

A comprehensive collection of Model Context Protocol (MCP) servers

AgentChat is an LLM-based agent communication platform with a built-in default agent and support for user-defined agents. Through multi-turn dialogue and task collaboration, agents can understand and help complete complex tasks. The project integrates LangChain, Function Call, the MCP protocol, RAG, Memory, HITL, Skill, Milvus and ElasticSearch to enable efficient knowledge retrieval and tool invocation, and uses FastAPI to build a high-performance backend service.

Open-source MCP server for comparing products and asking the buyer before purchase.

Labs to explore AI Models, MCP servers, and Agents with the AI Gateway powered by Azure API Management and Microsoft Foundry 🚀

Run Linux-style commands on Windows via deterministic bash→PowerShell translation. No VM, no WSL. MCP server + CLI built for AI agents (Claude Code, Codex, OpenCode...). GNU-style output, bash-style errors, UTF-8/GBK handled.

A security scanner for your LLM agentic workflows

Chinese-language software management and system maintenance tool for Windows 11, supporting Windows 10 / 11 x64 image creation and a read-only MCP interface by default. Based on Chris Titus Tech Windows Utility.

A middleware to provide an openAI compatible endpoint that can call MCP tools

Instant SECURE Full Stack Apps and AI Agents

Give any AI agent the ability to code

Browser automation clicks buttons. OpenTabs calls APIs.

One place to manage & connect to all your MCP servers