tool-use

18 servers · 1,040★ total

Harness-oriented agent system framework for production-grade LLM agent applications

Chat application with multi-agents system supports multi-models and MCP

Example implementation of MCP Streamable HTTP client/server in Python and TypeScript.

Rails Engine with MCP compliant Spec.

Agent Platform for AI-Native Companies

Agentic Android Open Source Project (AAOSP) — Android fork with native LLM system service, MCP-aware apps, and an agent-driven launcher. On-device Qwen 2.5 via llama.cpp. Apps declare tools in their manifest. The OS runs the model.

Control Ableton Live from Claude and any LLM. An MCP server built on Ableton's official Extensions SDK: one .ablx, no Remote Script, no AbletonOSC, no Max for Live. TypeScript, Live 12.4.5 Suite beta.

Open-source AI agent - any LLM, any MCP server, any channel. Self-hosted, autonomous, multi-tenant.

🔪 Open-source safety firewall for AI agents. Intercepts tool calls before they execute, enforces YAML policies, and kills dangerous operations in real-time. Works with OpenAI, Anthropic, LangChain, and MCP. She doesn't guard. She kills.

Litestar plugin for Model Context Protocol (MCP) — expose route handlers as MCP tools and resources for AI agents.

Adapting xemantic-ai-tool-schema to Model Context Protocol kotlin-sdk Tool input

Agentic security control plane for MCP and AI agent tool calls. MCP-native policy gateway with topology discovery and audit.

LiAgent OS is a local-first AI agent OS for building a private personal assistant with governed autonomy across local models and hybrid cloud services. It brings conversation, tool use, multi-agent orchestration, task scheduling, heartbeat execution, human approval, and auditability into one long-lived loop.

Turn any URL into agent-callable MCP tools. One spec-compliant MCP server endpoint, no per-site build.

Uncensored AI coding agent for your terminal — Claude Code alternative with MCP support. Drives IDA Pro, Roblox Studio, Wireshark, Blender, and any MCP server.

Sorbet, RubyLLM, FastMCP + Simple Tool DSL for Rails MCP Server

27-week Model Context Protocol curriculum — building AI agents with tool use, context management, and multi-agent orchestration

Forgewisp — safe, function-calling AI agents for the browser. Register your own functions as validated tools, with risk-tier execution, OpenAI-compatible streaming, dual reasoning streams, and an audit log. Runs entirely client-side.