Projects in Awesome Lists tagged with tool-calling

https://github.com/1186258278/openclawchinesetranslation

ai-agent ai-assistant chatbot chinese claude-ai clawd clawdbot discord llm lobster localization moltbot nodejs open-source openclaw telegram tool-calling whatsapp zh-cn

Last synced: 30 May 2026

https://github.com/1186258278/OpenClawChineseTranslation

ai-agent ai-assistant chatbot chinese claude-ai clawd clawdbot discord llm lobster localization moltbot nodejs open-source openclaw telegram tool-calling whatsapp zh-cn

Last synced: 15 Apr 2026

https://github.com/qingchencloud/clawpanel

🦞 OpenClaw & Hermes Agent 多引擎 AI 管理面板 — 内置 AI 助手（工具调用 + 图片识别 + 多模态），一键安装 | Tauri v2 跨平台桌面应用 | 11 种语言

admin-panel ai-agent ai-assistant ai-chat ai-tools chatgpt cross-platform deepseek desktop-app hermes-agent llm management-panel multi-engine openclaw openclaw-panel rust tauri tauri-v2 tool-calling vite

Last synced: 25 Apr 2026

https://github.com/alfredfrancis/ai-chatbot-framework

A python chatbot framework with Natural Language Understanding and Artificial Intelligence.

ai-chatbot ai-chatbot-framework chatbot conversational-ai deepseek hacktoberfest help-wanted langchain llm nextjs openai python tool-calling

Last synced: 15 May 2025

https://github.com/arthur-ficial/apfel

Apple Intelligence from the command line. On-device LLM via FoundationModels framework. No API keys, no cloud, no dependencies.

apple-intelligence apple-silicon cli foundationmodels homebrew llm macos macos-26 on-device openai-compatible swift tool-calling unix

Last synced: 27 Apr 2026

https://github.com/RunanywhereAI/RCLI

Talk to your Mac, query your docs, no cloud required. On-device voice AI + RAG

ai-assistant apple-silicon kitten-tts kokoro-tts lfm2 llama-cpp llm local-ai metal on-device-ai parakeet qwen3 rag speech-to-text text-to-speech tool-calling voice-assistant

Last synced: 25 Apr 2026

https://github.com/massgen/massgen

🚀 MassGen is an open-source multi-agent scaling system that runs in your terminal, autonomously orchestrating frontier models and agents to collaborate, reason, and produce high-quality results. | Join us on Discord: discord.massgen.ai

agent agentic-ai autonomous-agents cli collaborative-ai conversational-ai genai generative-ai llm llm-orchestration model-context-protocol multi-agent python terminal-ui test-time-scaling tool-calling

Last synced: 06 Apr 2026

https://github.com/jbexta/AgentPilot

A versatile workflow automation platform to create, organize, and execute AI workflows, from a single LLM to complex AI-driven workflows.

agent agi ai artificial-intelligence claude copilot copilot-chat desktop-assistant gemini gui openai python realtime-api structured-output tool-calling windows-copilot workflow-automation workflow-engine

Last synced: 01 Apr 2025

https://github.com/cubist38/mlx-openai-server

A high-performance API server that provides OpenAI-compatible endpoints for MLX models. Developed using Python and powered by the FastAPI framework, it provides an efficient, scalable, and user-friendly solution for running MLX-based vision and language models locally with an OpenAI-compatible interface.

apple-silicon fastapi flux image-generation mlx mlx-lm mlx-vlm openai-compatible queue speech-recognition structured-outputs tool-calling vision-api whisper

Last synced: 01 Apr 2026

https://github.com/craigsdennis/talk-to-javascript-openai-workers

Demonstrates how to protect your OpenAI API Key using a Cloudflare Worker and then do client side tool calling

client-side function-calling openai realti robot-hand tool-calling voice-assistant voice-control

Last synced: 01 Sep 2025

https://github.com/liumengxuan04/minicode

A lightweight terminal coding assistant with Claude Code-like workflow, tool loop, and TUI architecture, built for learning and experimentation. Multi-language support: TypeScript and Rust implementations available now, Python coming soon.

ai-agent cli coding-agent developer-tools nodejs terminal tool-calling tui typescript

Last synced: 06 Apr 2026

https://github.com/skrun-dev/skrun

Deploy any Agent Skill as an API via POST /run. Multi-model, stateful, open source.

agent-skills ai-agents api cli llm mcp multi-model runtime tool-calling typescript

Last synced: 06 May 2026

https://github.com/ooridata/toolio

GenAI & agent toolkit for Apple Silicon Mac, implementing JSON schema-steered structured output (3SO) and tool-calling in Python. For more on 3SO: https://huggingface.co/blog/ucheog/llm-power-steering

agentic ai apple-silicon client-server genai json-schema llm llm-inference mac mlx tool-calling tools

Last synced: 04 Apr 2025

https://github.com/tolga1452/ai-prompts

A collection of original system prompts and tool data used for AI chatbots. Explore how companies such as ChatGPT prompt their AIs!

agent ai assistant bolt chatbot chatgpt claude collection copilot function-calling gemini gpt grok prompt system tool-calling v0

Last synced: 09 Apr 2025

https://github.com/gophersecurity/gopher-mcp

MCP C++ SDK - Model Context Protocol implementation in CPP with enterprise-grade security, visibility and connectivity.

ai ai-tools async cplusplus cpp cross-platform event-driven json-rpc llm llm-tools mcp mcp-client mcp-sdk mcp-server model-context-protocol protocol sdk tool-calling

Last synced: 06 Feb 2026

https://github.com/vessl-ai/hyperpocket

Building AI agent with hyperpocket tool in a flash

agentic-ai ai-agents hyperpocket tool-calling

Last synced: 09 Apr 2025

https://github.com/TheUncharted/zapcode

TypeScript interpreter for AI agents. Written in Rust. 2µs cold start. Sandboxed. Alternative to MCP tool calling.

agent ai ai-agents code-execution interpreter llm mcp python rust sandbox tool-calling tool-calling-agent typescript wasm

Last synced: 05 May 2026

https://github.com/altaidevorg/afterimage

Generate conversational, tool-calling, structured-output, and preference datasets — easily and at scale

afterimage conversational dpo multi-turn persona preference-data structured-output synthetic-dataset tool-calling

Last synced: 25 May 2026

https://github.com/spring-ai-community/spring-ai-tool-search-tool

Dynamic tool discovery and selection for Spring AI, enabling LLMs to work efficiently with large tool libraries by discovering tools on-demand instead of loading all definitions upfront.

agentic-ai spring-ai tool-calling

Last synced: 10 Mar 2026

https://github.com/synacktraa/tool-parse

Making LLM Tool-Calling Simpler.

function-calling llm python-3 structured-output tool-calling

Last synced: 14 Jul 2025

https://github.com/liyupi/ai-code-helper

2025 年 AI 编程助手实战项目（作者：程序员鱼皮），基于 Spring Boot 3.5 + Java 21 + LangChain4j + AI 构建智能编程学习与求职辅导机器人，覆盖 AI 大模型接入、LangChain4j 核心特性、流式对话、Prompt 工程、RAG 检索增强、向量数据库、Tool Calling 工具调用、MCP 模型上下文协议、Web 爬虫、安全防护、Vue.js 前端开发、SSE 服务端推送等企业级 AI 应用开发技术。帮助开发者掌握 AI 时代必备技能，熟悉 LangChain 框架，提升编程学习效率和求职竞争力，成为企业需要的 AI 全栈开发人才。

ai ai-model backend frontend java langchain4j mcp rag spring-ai springboot springmvc tool-calling vector-database vue

Last synced: 16 Jul 2025

https://github.com/yossifibrahem/fix-llm

A Flask-based application with chat interface with LLM to interact with multiple tools via function calling.

function-calling image-search run-python tool-calling web-search web-ui website-summarize webui wikipidia-search youtube-search youtube-summarization

Last synced: 01 Sep 2025

https://github.com/IBM/wxflows

Examples and tutorials for building AI applications with watsonx.ai Flows Engine

agents ai api examples generative-ai gpt granite graphql langchain langgraph llama llm llms middleware mistral openai rag tool-calling tools watsonx

Last synced: 11 Sep 2025

https://github.com/hideya/langchain-mcp-tools-py

MCP to LangChain Tools Conversion Utility / Python

langchain langchain-python mcp mcp-client modelcontextprotocol pyhon tool-call tool-calling

Last synced: 11 Nov 2025

https://github.com/timazed/codexkit

CodexKit is an iOS SDK for building OpenAI-powered Codex agents with secure auth, threaded runtime state, streaming responses, and host-defined tools.

agent-runtime agents ai codex codexkit healthkit ios ios-app mobile oauth openai sdk swift tool-calling

Last synced: 23 May 2026

https://github.com/hideya/langchain-mcp-tools-ts

MCP to LangChain Tools Conversion Utility / TypeScript

langchain langchain-typescript mcp mcp-client modelcontextprotocol nodejs npm-package tool-calling typescript

Last synced: 08 Oct 2025

https://github.com/yossifibrahem/llm-with-tool-calling-web-application

A powerful Flask-based web application that enables an LLM to interact with multiple tools, performing complex tasks through intelligent function calling.

function-calling image-search run-python tool-calling web-search web-ui website-summarize webui wikipidia-search youtube-search youtube-summarization

Last synced: 03 Nov 2025

https://github.com/kocort/kocort

Desktop AI agent runtime with dual-brain safety review, GUI-first operation, local model support, and multi-channel delivery.

agent-runtime ai-agent ai-agents desktop-ai desktop-app golang llama-cpp local-first local-llm multi-agent nextjs openai-compatible slack-bot subagents task-scheduler telegram-bot tool-calling webhook workflow-automation

Last synced: 12 Apr 2026

https://github.com/wmeints/effective-llm-applications

Learn how to build effective LLM-based applications with Semantic Kernel in C#

ai book csharp llm rag semantic-kernel structured-output testing tool-calling

Last synced: 26 Jan 2026

https://github.com/tom-ryder/agentrunkit

Lightweight Swift 6 framework for building LLM-powered agents — cloud + on-device inference via MLX on Apple Silicon

agent-framework ai-agents anthropic apple-silicon function-calling generative-ai ios llm local-llm macos mcp mlx model-context-protocol multimodal ollama on-device-ai openai openrouter swift tool-calling

Last synced: 01 May 2026

https://github.com/yeahdongcn/agentman

Agentman: A tool for building and managing AI agents

agent ai aliyun fast-agent-mcp llm mcp mcp-server ollama qwen tool-calling

Last synced: 20 Jun 2025

https://github.com/hideya/langchain-mcp-tools-ts-usage

MCP Tools Usage From LangChain ReAct Agent / Example in TypeScript

langchain langchain-typescript mcp mcp-client modelcontextprotocol nodejs tool-call tool-calling typescript

Last synced: 23 Apr 2025

https://github.com/hideya/mcp-client-langchain-py

Simple MCP Client CLI Implementation Using LangChain ReAct Agent / Python

langchain langchain-python mcp mcp-client modelcontextprotocol python tool-call tool-calling

Last synced: 27 Jul 2025

https://github.com/deeptrail/deepsecure

Effortlessly secure your AI agents and AI-powered workflows — from prototype to production. Get easy-to-use identity, credential, and access management built for fast-moving AI developers.

agent-auth agent-i ai ai-agents api-keys auth0 authentication authorization contributions-welcome credentials mcp mcp-client mcp-secu mcp-server secure-by- tool-calling

Last synced: 26 Jun 2025

https://github.com/hideya/mcp-client-langchain-ts

MCP Client Implementation Using LangChain / TypeScript

langchain langchain-typescript mcp mcp-client modelcontextprotocol nodejs tool-call tool-calling typescript

Last synced: 19 Oct 2025

https://github.com/hideya/langchain-mcp-tools-py-usage

MCP Tools Usage From LangChain ReAct Agent / Example in Python

langchain langchain-python mcp mcp-client modelcontextprotocol python tool-call tool-calling

Last synced: 19 Jan 2026

https://github.com/cameronking4/deepseek-r1-structured-outputs

This project demonstrates how to get structured outputs from Deepseek R1 reasoning model and do tool calling using an OpenAI summarization step. It's made using Next.js serverless routes and uses shadcn/ui for the frontend.

deepseek deepseek-r1 openai structured-outputs tool-calling tool-use

Last synced: 16 May 2026

https://github.com/hsaghir/looplet

The tool-calling loop for LLM agents; iterator-first, protocol-hooked, one dependency.

agent-framework agents ai-agents anthropic asyncio composable function-calling hooks llm llm-agent mcp observability ollama openai protocol python tool-calling tool-use

Last synced: 02 May 2026

https://github.com/project-david-ai/projectdavid-core

The core source files to this self-hostable successor to the OpenAI Assistants API. To contribute to the core logic, fork or submit pull requests to this repro.

ai-platform assistants-api docker firejail gdpr llm multi-agent openai-compatible orchestration python rag-pipeline self-hosted tool-calling vllm vllm-serve

Last synced: 24 Apr 2026

https://github.com/likedreamwalker/mirrorlake

AI powered Color Agent App.

ai color-picker colord colors design mcp-client nextjs python react shadcn-ui theme tool-calling vercel zustand

Last synced: 30 Apr 2025

https://github.com/ankitvirdi4/mcp-helmet

Production middleware for MCP servers. Auth, sessions, health checks, graceful shutdown, transport ergonomics. Wraps the official Model Context Protocol SDK.

ai-agents anthropic claude llm mcp middleware model-context-protocol server tool-calling typescript

Last synced: 22 May 2026

https://github.com/yagami24/financial-stock-analysis-agent

The Financial Analysis Crew is a Streamlit app that simplifies financial stock analysis. With the power of LLM-driven agents, users can seamlessly gather and analyze stock market data to generate comprehensive financial insights. Perfect for investors, analysts, and anyone interested in making data-driven financial decisions.

agents crewai finance llama3 plotly python quant-agent react-agent stock-portfolio-analyzer stocks swarms-of-agents task tool-calling yfinance

Last synced: 16 Jul 2025

https://github.com/zbigniewsobiecki/llmist

Streaming-first multi-provider LLM client in TypeScript with home-made tool calling

agent-framework agents ai anthropic bun function-calling gemini generative-ai llm llm-framework multi-provider nodejs openai streaming tool-calling typescript

Last synced: 04 Mar 2026

https://github.com/x2d7/interlude

Stream-first LLM library for Go

ai go golang llm streaming tool-calling

Last synced: 01 Jun 2026

https://github.com/jonahwhaler/llm-agent-toolkit

LLM AgeToolkit provides minimal, modular interfaces for core components in LLM-based applications.

agent chromadb chunking faiss llm modular-design ollama openai python tool-calling toolkit vision

Last synced: 05 May 2025

https://github.com/pantalytics/pan_ai_pro

Use Claude (Anthropic) as your Odoo 19 AI provider — agents, tool calling, RAG, and web search.

agents ai anthropic claude erp llm odoo odoo-19 odoo-module python rag tool-calling web-search

Last synced: 28 Apr 2026

https://github.com/joakimcarlsson/ai

A unified Go client library for multiple AI providers (OpenAI, Anthropic, Google, AWS Bedrock, etc.) with streaming, tool calling, structured output, and multimodal support. Features type-safe interfaces, cost tracking, and MCP integration.

ai golang llm structured-output tool-calling

Last synced: 13 May 2026

https://github.com/tvanfossen/entropic

Local-first agentic inference engine in C/C++. Multi-tier model routing, grammar-constrained output, MCP tool servers. Embeddable via C ABI.

agentic-ai agentic-framework cpp cpp20 cuda edge-ai embedded-ai gbnf gguf grammar-constrained-decoding inference-engine llama-cpp llm local-llm mcp on-device-ai privacy-first tool-calling

Last synced: 30 May 2026

https://github.com/managedcode/mcpgateway

Searchable MCP and AITool gateway for .NET, built on Microsoft.Extensions.AI with embedding-based tool discovery, lexical fallback, and unified execution

ai-extensions ai-tools csharp dotnet embeddings mcp mcp-gateway mcp-search microsoft-extensions-ai model-context-protocol search semantic-search tool-calling

Last synced: 27 May 2026

https://github.com/shipiit/shipit_agent

Powerful Python agent runtime with tools, MCP, Hooks, Skills, Rag, memory, sessions, reasoning, and streaming packets.

agent agent-framework agentic-ai ai automation bedrock hooks llm mcp mcp-server multi-agent python rag skills streaming tool-calling

Last synced: 09 May 2026

https://github.com/dappros/ethora-mcp-server

Model Context Protocol server for Ethora: login, app & chat management, and wallet tools (ERC-20) for MCP clients (Cursor, VS Code, Claude).

ai-agents chat-api claude claude-desktop cline cursor erc20 ethora function-calling mcp mcp-server model-context-protocol nodejs npm-package tool-calling typescript vscode wallet web3 windsurf

Last synced: 28 May 2026

https://github.com/john-carroll-sw/get-item-image

This repository demonstrates how to use OpenAI's Response API (with GPT-4.1 and tool calling) to extract the main product image URL from an e-commerce product page. It provides both Python and TypeScript implementations, returning a structured output for easy integration.

azure-openai gpt-4 openai responses-api structured-output tool-calling url-extractor

Last synced: 23 Jun 2025

https://github.com/dirmacs/daedra

Daedra is a high-performance DuckDuckGo-powered web search and research Model Context Protocol (MCP) server written in Rust. It provides web search and page fetching capabilities that can be used with AI assistants like Claude.

ai ddg duckduckgo json-rpc mcp mcp-server model-context-protocol rust tool-calling web-search

Last synced: 01 Feb 2026

https://github.com/vipyne/weather-bot

just another weather bot tool-calling demo using Pipecat AI & Gemini Multimodal Live API

gemini pipecat tool-calling

Last synced: 08 Oct 2025

https://github.com/webpro255/agentlock

The Open Authorization Standard for AI Agents. Framework-agnostic tool permissions, identity verification, scoped access control, and audit logging for any AI agent.

access-control ai-agents ai-safety authorization guardrails llm owasp permissions security tool-calling

Last synced: 06 Apr 2026

https://github.com/wscats/code-analysis-skills

一款全面的 Git 仓库分析工具，可扫描代码仓库并生成多维度的开发者洞察报告——涵盖提交模式、工作习惯、开发效率、代码风格和代码质量五大维度。

agent clawhub cli llm python skills tool-calling

Last synced: 06 Apr 2026

https://github.com/jrbrowning/oai-format-tools-ui

LLM tool-calling Course FrontEnd: Vite-powered TypeScript React SPA with shadn/Tailwind and Zustand state management for OpenAI-compatible tool calling, featuring realtime SSE streaming and chat views.

reactjs shadcn tool-calling typescript vitejs zustand

Last synced: 07 Apr 2026

https://github.com/jrbrowning/ollama-tools-api

LLM tool-calling Course Backend: FastAPI backend for OpenAI-compatible tool calling with Pydantic validation, SSE streaming, containerized with Docker and powered by Ollama.

docker fastapi ollama openai pydantic sse-streaming tool-calling

Last synced: 07 Apr 2026

https://github.com/vishnun0027/llm-function-calling

LLM function calling allows large language models (LLMs) to execute specific tasks by invoking external functions (APIs or plugins) based on user inputs, enhancing their capabilities beyond text generation.

langchain llm llm-function-call tool-calling

Last synced: 18 May 2026

https://github.com/braindead-dev/anything-markdown

turn any platform page into markdown!

agent agentic browse llm markdown retreival-augmented-generation retrieval tool-calling web

Last synced: 18 May 2026

https://github.com/jefreesujit/cliffer

AI powered CLI assistant with file system capabilities

agentic-ai agents ai cli filesystem gemini llm tool tool-calling

Last synced: 19 May 2026

https://github.com/jacobye2017-afk/claw-turbo

Fix Gemma 4, Llama 4, Qwen 3, Mistral tool-calling failures. Zero-latency regex skill router for Ollama & OpenClaw — 400,000x faster than LLM inference, 100% accurate. No GPU needed.

ai-agent automation deepseek gemma4 langchain llama4 local-llm middleware mistral ollama ollama-plugin openclaw python qwen3 regex-routing self-hosted-ai skill-routing tool-calling vllm zero-latency

Last synced: 25 May 2026

https://github.com/cherninlab/opencode-oss-xml

OpenAI-compatible translation layer between the local endpoint (like Ollama or vLLM) and OpenCode

ai hermes llama ollama open-source opencode qwen tool-calling vllm

Last synced: 27 May 2026

https://github.com/extrawest/langgraph_agentic_rag_astradb_cassio

Langgraph Agentic RAG AstraDB Cassio Vector Store Showcase

agent ai astra cassio demo langgraph rag tool-calling vector-database

Last synced: 17 May 2026

https://github.com/binbandit/claude-litellm-proxy

A proxy for claude code to use liteLLM

ai ai-development anthropic api-gateway claude claude-code docker function-calling genai hono litellm llm llm-proxy multi-provider openai-api proxy streaming tool-calling typescript

Last synced: 02 May 2026

https://github.com/bhimrazy/tool-calling-with-meta-llama-3.1-8b-instruct

Tool Calling with Meta Llama-3.1 8B Instruct: From Deployment to Execution

function-calling llama3 llm tool-calling

Last synced: 21 Jan 2026

https://github.com/Oaklight/ToolRegistry

ToolRegistry for easier function calling

agentic-ai function-calling llm tool-calling tool-use

Last synced: 02 Apr 2025

https://github.com/aktagon/llmkit-rust

Unified LLM client library for Rust - one API, 27 providers (Anthropic, OpenAI, Google Gemini, AWS Bedrock, Mistral, Groq, DeepSeek, +20 more), async via tokio + reqwest.

agents ai ai-sdk anthropic bedrock claude gemini gpt groq llm llm-client mistral openai rust streaming tool-calling

Last synced: 31 May 2026

https://github.com/irandysousa/langgraph-llama-cpp-starter

🤖 Build intelligent, offline LLM agents with LangGraph and llama-cpp-python using this starter template for local, private tool-calling applications.

ai-chatbot function-calling gguf langgraph llama-cpp-python llama3 llm-agent local-llm python template tool-calling

Last synced: 13 May 2026

https://github.com/petal-labs/petalflow

Lightweight Go workflow graph runtime for building, running, and serving AI agent workflows with LLMs, tools, routing, schedules and webhooks.

agent-workflows ai-agents cli go golang graph-runtime llm mcp orchestration tool-calling webhooks workflow-automation workflow-engine

Last synced: 06 Mar 2026

https://github.com/extrawest/langgraph_agentic_chatbot

Langgraph Agentic Chatbot

ai chatbot gemma groq langgraph langsmith langsmith-tracing python rag stategraph tool-calling

Last synced: 21 Apr 2026

https://github.com/retospect/acatome-lambic

Generic MCP-aware LLM shell — ollama/litellm, parallel tool dispatch, streaming TUI

agent llm ollama python tool-calling

Last synced: 07 Apr 2026

https://github.com/hahahuahai/ashare-value-copilot

开源本地 AI 价投合伙人 · 巴菲特+段永平双大师委员会为你尽调 A 股：中文 prompt、akshare 实时数据、反幻觉 tool-call、AI 复核员、Electron 桌面端；OpenAI 兼容协议，支持腾讯云 LKEAP / DeepSeek / Ollama。

a-share ai-agent akshare buffett chinese-nlp deepseek electron fundamental-analysis investing llm monorepo ollama openai-compatible stock-analysis tool-calling typescript value-investing

Last synced: 15 May 2026

https://github.com/messeb/py-mcp-server-explorer-notebook

🧪 Explore and test MCP servers with fastmcp and FastAgent. List tools, invoke APIs, and augment LLMs with real-time capabilities using OpenAI, Claude, and Brave Search.

ai-workbench brave-search claude fast-agent-mcp fastmcp jupyter-notebook llm-agents mcp openai python tool-calling

Last synced: 06 May 2026

https://github.com/oaklight/toolregistry

ToolRegistry for easier function calling

agentic-ai function-calling llm tool-calling tool-use

Last synced: 27 Apr 2026

https://github.com/jsonusuman351/agent_in_lang-chain

A Jupyter Notebook guide to building a simple but powerful autonomous AI Agent with LangChain that can reason and use tools like web search to answer questions.

ai-agents autonomous-agents hwchase17-react langchain llm openai pyhton react-agent tool-calling

Last synced: 07 May 2026

https://github.com/jsonusuman351/tool-calling-in-lang-chain

A Jupyter Notebook showing how to make LLMs use custom Python functions with LangChain's Tool Calling feature

ai-agents jupyter-notebook langchain llm openai python tool-calling

Last synced: 05 May 2026

https://github.com/aygp-dr/sage.el

AI REPL with tool calling for Emacs - Elisp port of gemini-repl-009

elisp emacs gemini-api repl tool-calling

Last synced: 19 Jan 2026

https://github.com/reuac/reagentbuilder

An enterprise-grade AI agent framework based on LangChain and LangGraph, featuring dynamic tools, interceptors, breakpoints, and performance monitoring.

agent-framework agent-framework-javascript ai-agents ai-agents-framework debugging-tools interceptor langchain langchain-js langgraph langgraph-js llm multi-agent-systems nodejs observability tool-calling typescript

Last synced: 12 Oct 2025

https://github.com/aygp-dr/terminal-ai-agents-workshop

Comprehensive workshop for building terminal-based AI agents with LLM tool calling, featuring implementations in Python and Scheme with literate programming via Org-mode

literate-programming llm-agents terminal-ui tool-calling

Last synced: 13 Oct 2025

https://github.com/sonaiengine/api-to-tools

Universal library that converts any API (OpenAPI, WSDL/SOAP, GraphQL, gRPC) into LLM-callable tool definitions

ai-agent anthropic api-crawler api-discovery claude function-calling graphql grpc llm llm-tools mcp mcp-server nexacro openapi playwright python soap swagger tool-calling wsdl

Last synced: 15 Apr 2026

https://github.com/kushal1302/ai-software-team

Autonomous multi-agent AI software engineering runtime built with LangGraph, TypeScript, Hono, and real-time orchestration visualization.

agentic-ai ai-agents ai-engineering ai-runtime autonomous-agents developer-tools hono langchain langgraph llm multi-agent nextjs reactflow sse streaming tool-calling typescript

Last synced: 05 May 2026

https://github.com/aktagon/llmkit-go

Unified LLM client library for Go - one API, 27 providers (Anthropic, OpenAI, Google Gemini, AWS Bedrock, Mistral, Groq, DeepSeek, +20 more), zero external dependencies.

agents ai ai-sdk anthropic bedrock claude gemini golang gpt groq llm llm-client mistral openai streaming tool-calling

Last synced: 31 May 2026

https://github.com/aktagon/llmkit-ts

Unified LLM client library for TypeScript - one API, 27 providers (Anthropic, OpenAI, Google Gemini, AWS Bedrock, Mistral, Groq, DeepSeek, +20 more), zero runtime dependencies. Bun, Node, Deno, Cloudflare Workers.

agents ai ai-sdk anthropic bedrock claude gemini gpt groq llm llm-client mistral openai streaming tool-calling typescript

Last synced: 31 May 2026

https://github.com/aktagon/llmkit-python

Unified LLM client library for Python - one API, 27 providers (Anthropic, OpenAI, Google Gemini, AWS Bedrock, Mistral, Groq, DeepSeek, +20 more), zero external dependencies (stdlib only).

agents ai ai-sdk anthropic bedrock claude gemini gpt groq llm llm-client mistral openai python streaming tool-calling

Last synced: 31 May 2026

https://github.com/vladimiracunadev-create/mcp-ollama-local

MCP + Ollama local: FastAPI web con chat, tools MCP (sandbox) e historial SQLite.

docker fastapi git html-css-javascript kubernetes local-llm macos makefile mcp mcp-server ollama python shell sqlite terminal toml tool-calling uvicorn vscode

Last synced: 26 Jan 2026

https://github.com/codethor0/llm-agent-control-plane

Production-oriented defensive reference implementation for securing tool-connected LLM agents.

ai-security appsec defensive-security fastapi llm-security owasp prompt-injection python rag-security red-team security-by-design tool-calling

Last synced: 24 May 2026

https://github.com/leozqin/laridae

A registry and proxy server for agentic tool-calling

agentic-ai agentic-framework agentic-workflow genai golang langchain llm llms openapi openapi3 rag tool-calling

Last synced: 06 May 2026

https://github.com/0xzee/financial-stock-analysis-agent

The Financial Analysis Crew is a Streamlit app that simplifies financial stock analysis. With the power of LLM-driven agents, users can seamlessly gather and analyze stock market data to generate comprehensive financial insights. Perfect for investors, analysts, and anyone interested in making data-driven financial decisions.

agent crewai groq llama3 llm mixtral-8x7b plotly task tool-calling tools yfinance

Last synced: 17 Apr 2026

https://github.com/sshoecraft/shepherd

An interactive multi-backend LLM runtime with intelligent cache eviction and persistent retrieval-augmented memory.

anthropic cli cpp cuda gemini grok inference kv-cache llama-cpp llm mcp ollama openai openai-server rag smart-evictions tensorrt tool-calling ulimited-context

Last synced: 10 Apr 2026

https://github.com/6over3/libai

A C library for embedding Apple Intelligence on-device Foundation models in any programming language or application with full support for native tool calling and MCP.

ai ai-sdk apple apple-intelligence mcp tool-calling

Last synced: 15 Apr 2026

https://github.com/clementrog/agno-relay

Reliability bridge: MCP → OpenAI tools with canonical errors, safe retries, pagination normalization

llm-agents mcp openai openai-tools protocol-bridge reliability tool-calling

Last synced: 24 May 2026

https://github.com/fx2y/reflexion-go

[WIP] Reflexion Agent: A Go implementation of an advanced AI-powered tool-calling agent using Temporal workflows and instructor-ai. Demonstrates self-reflection and iterative improvement in AI responses.

ai go nlp opentelemetry reflexion search temporal tool-calling workflow

Last synced: 26 Feb 2026

https://github.com/roli-lpci/lintlang

Static linter for AI agent tool descriptions, system prompts, and configs. Catches vague instructions, missing constraints, and schema mismatches before they cause agent misbehavior.

ai-agents cli linter llm prompt-engineering python static-analysis tool-calling

Last synced: 06 Mar 2026

https://github.com/cicatriiz/utcp-manuals-repository

A comprehensive collection of Universal Tool Calling Protocol (UTCP) manual JSON files for various useful APIs, services, and tools.

ai ai-ml api-manuals data-analytics developer-tools json tool-calling utcp web-apis

Last synced: 10 Aug 2025

https://github.com/bryteai/toolwall

A tool-boundary firewall for LLM agents. 100%→9.7% attack success rate on a 200-case bench, 4 LoC, Apache-2.0.

agent-security agentdojo ai-firewall ai-safety ai-security crewai echoleak huggingface indirect-prompt-injection injecagent langgraph llm-guardrails mcp mcp-security owasp-asi-top-10 prompt-injection red-team tool-calling tool-poisoning

Last synced: 23 May 2026

https://github.com/project-david-ai/projectdavid

Open source Python SDK for Project David — the GDPR compliant, self-hostable successor to the OpenAI Assistants API.

ai-platform assisant docker firejail gdpr llm multi-agent openai-compatible orchestration python self-hosted tool-calling

Last synced: 12 Apr 2026

https://github.com/manishiitg/mcpagent

Go agent runtime for tool-using, code-executing, multi-provider agents with MCP support, coding-agent CLI integrations, structured output, summarization, and parallel tool execution.

agent ai anthropic bedrock claude-code code-execution codex gemini-cli go golang llm mcp model-context-protocol openai openrouter structured-output tool-calling vertex-ai