GitHub topic

tool-calling GitHub repositories

Explore 19 tracked GitHub repositories tagged tool-calling. Compare their recorded star activity and implementation languages, then follow related topics to find other projects.

Snapshot: 2026-10-28. The collection gained 70 stars since the previous daily snapshot.

Tracked repositories: 19
Total stars: 62,083
Stars gained · 7 days: +689
Stars gained · 30 days: +3,007

Compare star activity

Up to five projects on this page, ordered by daily star growth. Open a project for its description and recorded star history.

Swipe to compare all star periods →

Star activity for tool-calling repositories on this page
Repository	Total stars	Today	7 days	30 days
cactus-compute/needle	14.4K	+24	+212	+1,589
off-grid-ai/OGAM	3.3K	+10	+77	+116
ddalcu/mlx-serve	2.1K	+9	+103	+481
TanStack/ai	3.3K	+7	+53	+122
ratel-ai/ratel	539	+4	+38	+38

Explore repositories

Showing 1–19 of 19 tracked repositories.

cactus-compute/needle

Automation foundation model for tiny devices: 2-bit, 8-29 MB, tool calls, ASR, structured extraction and embeddings on phones, wearables, smart homes, robots, cars and microcontrollers.

★ 14.4K+24 todayPython

llm tool-calling

View ↗

The Swiss Army Knife of Offline AI. Chat, see, speak, and generate images on your phone or Mac — GGUF LLMs, vision, Whisper speech-to-text, Stable Diffusion, tool calling, and local-network servers. Runs on your CPU, GPU, or NPU. No account, no API key, zero data leaves your device.

ddalcu/mlx-serve

Native LLM inference server for Apple Silicon. OpenAI + Anthropic API compatible. No Python. Zig backend, Swift frontend macOS app with chat, music, voice, video generation.

TanStack/ai

🤖 Type-safe, provider-agnostic TypeScript AI SDK for streaming chat, tool calling, agents, and multimodal apps across OpenAI, Anthropic, Gemini, React, Vue, Svelte, and Solid.

★ 3.3K+7 todayTypeScript

llm ai

View ↗

ratel-ai/ratel

Context engineering for AI agents. ~80% fewer tokens. Fix tool overload. Skills and memory with in-process BM25 and semantic retrieval. Progressive Disclosure. No vector DB.

★ 539+4 todayRust

llm mcp

View ↗

w8123/EnterpriseAgentFramework

ReachAI企业级智能体开发平台：快速、安全完成已有业务系统智能化改造，让 AI 在 OA、ERP、CRM 等原系统中查数据、填表单、办业务。ReachAI: Quickly and securely bring AI to existing enterprise systems, enabling AI to query data, fill out forms, and execute business tasks directly within OA, ERP, CRM, and other business applications.

Arthur-Ficial/apfel

The free AI already on your Mac. CLI tool, OpenAI-compatible server, and interactive chat — all on-device via Apple Intelligence. No API keys, no cloud, no downloads.

★ 6.5K+3 todaySwift

llm cli

View ↗

oumi-ai/oumi

Easily fine-tune (SFT/RL), evaluate, and deploy Qwen, Gemma, or any open agentic LLM/VLM!

★ 9.4K+2 todayPython

llm agentic-ai

View ↗

antoinezambelli/forge

A Python framework for self-hosted LLM tool-calling and multi-step agentic workflows

★ 2.3K+2 todayPython

llm agents

View ↗

crmne/ruby_llm

The Ruby AI framework.

mateaix/mateclaw

🤖 MateClaw — Your second brain with Multi-Agent Orchestration, MCP Protocol, Skills & Memory, Dream, and Multi-Channel Support. Built on Spring AI Alibaba.

wanxingai/LightAgent

LightAgent: Lightweight Python framework for OpenAI-compatible agents with tools, memory, guardrails, tracing, lifecycle hooks, multi-agent collaboration, and workflows.

★ 1.2K+1 todayPython

llm mcp

View ↗

Deuz-AI/Deuz-SDK

TypeScript AI SDK and agent framework with zero dependencies. Build production AI agents and multi-agent swarms: durable execution, long-term memory, hybrid RAG, MCP client/server, A2A, human-in-the-loop approvals, CodeAct sandboxes, realtime voice. One streaming API, 29 providers: Claude, GPT, Gemini, Grok, DeepSeek, Ollama. Node, Bun, Deno, edge.