Projects in Awesome Lists tagged with tool-use

https://github.com/esengine/DeepSeek-Reasonix

DeepSeek-native AI coding agent for your terminal. Engineered around prefix-cache stability — leave it running.

agent agent-framework ai-agent ai-coding cli coding-agent deepseek developer-tools ink llm prompt-caching r1 terminal tool-use tui typescript

Last synced: 01 Jun 2026

https://github.com/itayinbarr/little-coder

A coding agent optimized to smaller LLMs

ai-coding-assistant aider-polygot benchmark code-generation coding-agent coding-agents local-llm ollama qwen small-language-models tool-use

Last synced: 22 May 2026

https://github.com/mims-harvard/tooluniverse

Democratizing AI scientists with ToolUniverse

agents ai-agents ai-communication ai-for-science ai-scientists automated-science autonomous-agents co-pilot co-scientist llms lrm mcp-servers reasoning-agent reasoning-language-models tool-use

Last synced: 02 Apr 2026

https://github.com/Agent-RL/ReCall

ReCall: Learning to Reason with Tool Call for LLMs via Reinforcement Learning

agent function-calling llm reinforcement-learning tool-use

Last synced: 18 Jul 2025

https://github.com/LLaVA-VL/LLaVA-Plus-Codebase

LLaVA-Plus: Large Language and Vision Assistants that Plug and Learn to Use Skills

agent large-language-models large-multimodal-models multimodal-large-language-models tool-use

Last synced: 09 May 2025

https://github.com/zhudotexe/kani

kani (カニ) is a highly hackable microframework for tool-calling language models. (NLP-OSS @ EMNLP 2023)

chatgpt framework function-calling gpt-4 large-language-models llama llms microframework openai tool-use

Last synced: 04 Mar 2026

https://github.com/AgentTeam-TaichuAI/ScienceClaw

ScienceClaw is a personal research assistant built with LangChain DeepAgents and AIO Sandbox infrastructure, adopting a completely new architecture beyond OpenClaw. It offers stronger security, better transparency, and a more user-friendly experience.

ai-agent bioinformatics data-analysis docker drug-discovery fastapi feishu langchain langgraph llm mcp multi-agent pubmed research-assistant sandbox scientific-research self-hosted tool-use vue wechat

Last synced: 05 May 2026

https://github.com/esengine/deepseek-reasonix

DeepSeek-native AI coding agent for your terminal. Engineered around prefix-cache stability — leave it running.

agent agent-framework ai-agent ai-coding cli coding-agent deepseek developer-tools ink llm prompt-caching r1 terminal tool-use tui typescript

Last synced: 04 Jun 2026

https://github.com/bigcode-project/bigcodebench

[ICLR'25] BigCodeBench: Benchmarking Code Generation Towards AGI

agent agents benchmark chatgpt claude-3 code-generation deepseek function-calling gemini gpt-4 instruction-following large-language-models llm program-synthesis tool-use

Last synced: 15 May 2025

https://github.com/xlang-ai/xlang-paper-reading

Paper collection on building and evaluating language model agents via executable language grounding

agent code-generation complex-reasoning language-agent large-language-models llm-robotics neural-symbolic reinforcement-learning tool-use web-grounding

Last synced: 02 Mar 2025

https://github.com/drivecore/mycoder

Simple to install, powerful command-line based AI agent system for coding.

agent agentic ai claude coder coding software swe swe-agent tool-use tools

Last synced: 15 Mar 2025

https://github.com/sidharthrajaram/mcp-sse

A working pattern for SSE-based MCP clients and servers

agents llm mcp tool-use

Last synced: 17 Jan 2026

https://github.com/moltlaunch/cashclaw

An autonomous agent that takes work, does work, gets paid, and gets better at it.

ai-agent autonomous-agent base claude llm marketplace onchain self-learning tool-use typescript

Last synced: 24 Apr 2026

https://github.com/zou-group/avatar

AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning (NeurIPS 2024)

agents knowledge-base llms retrieval tool-use

Last synced: 13 May 2025

https://github.com/saigontechnology/agentcrew

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

ai-agents ai-assistant anthropic-claude mcp-client model-context-protocol multi-agent-systems terminal-app tool-use

Last synced: 06 May 2026

https://github.com/liushuangls/go-anthropic

Anthropic Claude API wrapper for Go

ai anthropic claude claude-ai claude-api function-calling go golang llm prompt-caching streaming-api tool-use vision

Last synced: 13 May 2026

https://github.com/sigoden/llm-functions

Easily create LLM tools and agents using Bash/JavaScript/Python, also a library of commonly used LLM tools and agents.

ai ai-agents ai-tools function-calling llm llm-agents llm-functions llm-tools tool-use

Last synced: 12 Apr 2025

https://github.com/danilop/multimodal-chat

A multimodal chat interface with many tools.

anthropic anthropic-claude aws aws-bedrock chat-application chat-interface chatbot chatbot-application gradio gradio-python-app gradio-python-llm llm multimodal multimodal-large-language-models tool-use

Last synced: 05 Apr 2025

https://github.com/eval-sys/mcpmark

MCP Servers are shaping the future of software. MCPMark is a comprehensive, stress-testing benchmark designed to evaluate model and agent capabilities in real-world MCP use.

agentic benchmark eval-sys mcp mcp-servers mcpmark tool-use

Last synced: 11 Sep 2025

https://github.com/nick1udwig/kibitz

The coding agent for professionals

ai anthropic claude llm mcp tool-use

Last synced: 17 Jan 2026

https://github.com/seuros/action_mcp

Rails Engine with MCP compliant Spec.

ai authentication claude gateway gem http json-rpc language-model llm mcp mcp-client mcp-server model-context-protocol prompt-engineering rails rest-api ruby tool-use vscode websocket

Last synced: 24 Jan 2026

https://github.com/sazonovanton/sirchatalot

SirChatalot is a Telegram bot leveraging ChatGPT, Claude or YandexGPT. It uses Whisper for speech-to-text and DALL-E, Stability AI or YandexART for image creation. It can use vision capabilities, tools and semantic search in vector DB.

agentic-ai anthropic chatgpt claude claude-api dall-e function-calling openai openai-api python-telegram-bot rag semantic-search stability-ai telegram-bot tool-use web-search whisper yandex-gpt yandexart yandexgpt

Last synced: 04 Oct 2025

https://github.com/vinhnx/vt.ai

VT.ai - Minimal multimodal AI chat app with dynamic conversation routing

agent ai assistant assistant-chat-bots chatbot dalle function-calling llama llamacpp llm llms multimodal ollama openai python tool-use

Last synced: 25 Apr 2026

https://github.com/ksm26/ai-agentic-design-patterns-with-autogen

Learn to build and customize multi-agent systems using the AutoGen. The course teaches you to implement complex AI applications through agent collaboration and advanced design patterns.

agent-collaboration agent-reflection agentic-design-patterns agentic-planning ai-agents ai-conversation ai-framework ai-workflow autogen blog-post-creation chess-game coding-agents complex-task-automation conversational-agents customer-onboarding financial-analysis microsoft-research multi-agent-systems tool-use

Last synced: 15 Apr 2025

https://github.com/alexk-dev/golemcore-bot

AI-native runtime for the GolemCore ecosystem with skills, plugins, MCP, memory, and Hive.

agent-runtime ai-agent ai-assistant anthropic chatbot conversational-ai function-calling golemcore hive llm mcp memory model-context-protocol observability openai plugin-runtime rag skills telegram-bot tool-use

Last synced: 17 Apr 2026

https://github.com/loopwork/jsonschema

A Swift library for working with JSON Schema definitions — especially for AI tool use.

json-schema tool-use

Last synced: 27 Jun 2025

https://github.com/bug-ops/zeph

Rust AI agent where every context token earns its place. Self-learning skills, temporal graph memory, cascade quality routing, OWASP AI security. Hybrid inference: Ollama · Claude · Gemini · OpenAI · GGUF. MCP + ACP. One binary.

ai-agent claude cli gemini graph-memory huggingface llm local-llm mcp multi-model ollama openai qdrant rag rust self-learning telegram-bot tool-use tree-sitter tui

Last synced: 07 Apr 2026

https://github.com/philfung/awesome-computer-use

Curated resources about automated GUI computer-use via LLMs. Highly opinionated, focus is on quality vs quantity.

anthropic anthropic-claude computer-use computer-vision gpt-4-vision gui-agents llm rpa rpa-robotic-process-automation tool-use vision

Last synced: 27 Jan 2026

https://github.com/fractalego/wafl

Using LLMs and rules for a local personal agent

chatbot local-model personal-agent tool-use

Last synced: 30 Oct 2025

https://github.com/daltonnyx/swissknife

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

ai-agents ai-assistant anthropic-claude mcp-client model-context-protocol multi-agent-systems terminal-app tool-use

Last synced: 29 Apr 2025

https://github.com/qin2dim/hysterical_ticket

歇斯底里的双色球！But Chat with LLM

agent asyncio chatgpt claude-ai easygui httpx large-language-models tool-use xlang-ai

Last synced: 10 Aug 2025

https://github.com/archivebox/abx-spec-behaviors

🧩 Proposal to allow user scripts like "expand comments", "hide popups", "fill out this form", etc. to be reusable across pure browser environments, puppeteer, playwright, extensions, AI tools, and many other contexts with minimal adjustment.

abx archivebox automation behaviors browser browsertrix-behaviors claude computer-use crawling digipres ecosystem greasemonkey playwright plugins puppeteer rfp scraping specification tampermonkey tool-use

Last synced: 01 Sep 2025

https://github.com/footprintjs/agentfootprint

Context engineering, abstracted. Build AI agents whose every LLM call traces back to what was injected, who triggered it, when, and how it cached. Built on footprintjs

agent-framework agentic-ai ai-agents ai-safety explainability human-in-the-loop llm observability rag tool-use

Last synced: 06 Jun 2026

https://github.com/memex-lab/dart_agent_core

Dart framework for stateful AI agents — tool use, skills, sub-agent delegation, planning, streaming, and multi-provider LLM support (OpenAI, Gemini, Bedrock).

agent agent-framework agents ai ai-agents dart flutter tool-use

Last synced: 03 Apr 2026

https://github.com/youssefsiam38/agentpg

Stateful AI agents for Go and Postgres, transaction-safe.

agent-framework ai ai-agents anthropic claude conversational-ai go golang llm mult-tenancy postgresql streaming tool-use

Last synced: 06 Mar 2026

https://github.com/slowfastai/llm-tool-integrated-reasoning-tir-papers

A curated collection of research papers on LLM Tool-Integrated Reasoning (TIR), where LLMs enhance reasoning by interacting with external tools such as calculators, search engines, and code interpreters.

function-calling large-language-models llm-reasoning llms reinf reinforcement-learning rlvr tool-integrated-reasoning tool-use

Last synced: 12 Oct 2025

https://github.com/moe-mizrak/laravel-prompt-alchemist

Versatile LLM Tool Use (Function Calling) package for Laravel, compatible with all LLMs, enabling LLM to execute actual code functions (unlike LLMs' built-in capabilities).

actual-function-calling ai api function-calling gpt laravel llms openrouter php8 prompt-alchemist rag tool-use

Last synced: 30 Dec 2025

https://github.com/xemantic/xemantic-ai-tool-schema

Kotlin multiplatform AI/LLM tool use (function calling) JSON Schema generator

agentic agentic-ai agents ai artificial-intelligence artificialintelligence function-calling json-schema kotlin kotlin-library kotlin-multiplatform large-language-models llm schema tool tool-use

Last synced: 16 Oct 2025

https://github.com/yotambraun/toolscore

Python framework for evaluating LLM tool-calling behavior with comprehensive metrics on accuracy, efficiency, and correctness

ai-agents ai-agents-and-tools anthropic function-calling langchain llm llm-evaluation llm-metrics metrics openai testing-framework tool-use

Last synced: 06 Feb 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/fractalairesearchlabs/fathom-deepresearch

Fathom-DeepResearch: Unlocking Long Horizon Information Retrieval And Synthesis For SLMs

agent artificial-intelligence deep-search function-calling information-seeking llm multi-agent reinforcement-learning tool-use web-agent

Last synced: 26 Oct 2025

https://github.com/agenticklabs/agentick

The component framework for AI.

agentic framework jsx react tool-use typescript

Last synced: 07 Jun 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/xemantic/xemantic-ai-tool-schema-mdc

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

agentic agentic-ai agents ai anthropic artificial-intelligence artificialintelligence function-calling json-schema kotlin kotlin-library kotlin-multiplatform large-language-models llm mdc model-context-protocol schema tool tool-use

Last synced: 02 May 2026

https://github.com/othmanadi/loophole

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.

ableton ableton-extensions ableton-live ableton-mcp ai anthropic-claude claude daw extensions-sdk llm mcp mcp-server midi model-context-protocol music-production nodejs tool-use typescript

Last synced: 10 Jun 2026

https://github.com/taihei-05/siglume-api-sdk

SDK for publishing APIs that AI agents subscribe to on the Siglume API Store. Python + TypeScript. Earn 93.4% of subscription revenue.

agent-marketplace agent-sdk ai-agent-store ai-agents llm-tools mcp openapi polygon python-sdk tool-use typescript-sdk web3

Last synced: 13 May 2026

https://github.com/chonkie-inc/littrs

🏖️🛡️ Keep your LLM's 💩 code where it belongs — in a sandbox.

ai-agents bytecode llm pyo3 python rust sandbox security tool-use wasm

Last synced: 10 Mar 2026

https://github.com/sachinshelke/toolsconnector

Open-source Python library for 68 API connectors — Gmail, Slack, GitHub, Stripe, OpenAI, Anthropic & more. MCP server, OpenAI function calling, Anthropic tool use. 1,370+ actions. Apache 2.0.

ai-agents anthropic-tool-use api-connector langchain llm-tools mcp-server open-source openai-function-calling python tool-use

Last synced: 01 May 2026

https://github.com/bhznjns/xml-patcher

A LLM API proxy that can patches the wrong XML tool call instructions.

cloudflare cloudflare-workers llm tool-use xml

Last synced: 04 Sep 2025

https://github.com/ba-calderonmorales/agent-harness

A clean-room Go implementation of agentic coding harness patterns, derived from analyzing production AI agent architectures. Built for learning, extending, and teaching how to build coding agents like Claude Code, OpenCode, and Gemini CLI. Supports OpenRouter and Anthropic out of the box.

agent-harness ai-agent anthropic cli coding-agent go golang llm mcp openrouter terminal-agent tool-use

Last synced: 26 Apr 2026

https://github.com/paolovella/vellaveto

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

ai-agents ai-safety ai-security audit-log compliance dlp eu-ai-act llm-security mcp mcp-gateway model-context-protocol oauth owasp policy-engine policy-gateway rust security security-audit siem tool-use

Last synced: 02 Apr 2026

https://github.com/agenticloops-ai/claude-code-insights

Every prompt, tool, and skill Claude Code ships - pinned, captured, and git diff-able

claude claude-code insights prompts tool-use

Last synced: 30 May 2026

https://github.com/threemoonslab/agents-shipgate

agents-shipgate · static release-readiness scanner for AI agent tool surfaces. Reads MCP, OpenAPI, OpenAI Agents SDK, Anthropic Messages API, Google ADK. Produces Markdown, JSON, SARIF. CLI + GitHub Action. Apache-2.0.

agent-governance agent-tooling agents ai-agents anthropic ci-cd github-actions google-adk llm mcp openai-agents-sdk openapi python release-engineering release-readiness sarif static-analysis tool-use

Last synced: 02 May 2026

https://github.com/star-ga/mind-mem

v3.7.0 — Persistent, auditable, contradiction-safe memory for coding agents. HTTP/REST auth fail-closed by default. Cross-platform atomic rollback (Linux/macOS/Windows). 71 MCP tools, 17 AI clients, hybrid BM25+vector+RRF, mind-mem:4b (Ollama). LoCoMo 86.33 conv-0 (Mistral, +8.4 vs published).

agent-memory ai-agents ai-memory bm25 claude-code claude-desktop cursor fine-tuning governance hybrid-search local-first mcp mcp-server memory model-context-protocol python rrf sqlite tool-use vector-search

Last synced: 15 May 2026

https://github.com/albertdobmeyer/cobol-legacy-ledger

Learn COBOL through a live banking system — 18 programs, 6-node settlement network, real-time simulation, Python read/write bridge, SHA-256 tamper detection, AI tutor (Ollama + Claude), static analysis with orthogonal call graphs, and a glass morphism web console. 800 tests.

anthropic banking banking-simulation call-graph cobol cobol-tutorial education fastapi glass-morphism hash-chain legacy-modernization llm ollama python settlement sha256 static-analysis teaching-resource tool-use

Last synced: 04 Apr 2026

https://github.com/vrerv/rails_mcp_engine

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

agentic-ai ai fast-mcp llm mcp model-context-protocol rails rails-engine ruby ruby-llm sorbet tool-use

Last synced: 13 Jan 2026

https://github.com/pouriamrt/fastapi-ai-router

FastAPI middleware that turns your existing routes into a natural-language-callable surface using LLM function-calling. Drop-in. Zero new metadata.

agent ai ai-gateway anthropic fastapi function-calling llm middleware openai openapi python tool-use

Last synced: 08 Jun 2026

https://github.com/invariantlabs-ai/mcp-streamable-http

A working example for Streamable HTTP transport based MCP server and client

llm mcp mcp-client mcp-server mcp-streamable-http tool-use

Last synced: 07 Sep 2025

https://github.com/loopwork-ai/jsonschema

A Swift library for working with JSON Schema definitions — especially for AI tool use.

json-schema tool-use

Last synced: 20 Mar 2025

https://github.com/askalf/arnie

Portable IT troubleshooting companion powered by Claude — networking, AD, Windows Update, package managers, log triage, hardware checks, dev environments. Routes through dario for subscription billing.

agent ai anthropic claude cli developer-tools it linux macos sysadmin tool-use troubleshooting windows

Last synced: 16 May 2026

https://github.com/nedonatelli/sidecar

Free, self-hosted AI coding assistant for VS Code — local Ollama models, Anthropic Claude, or any OpenAI-compatible server. Full agent loop with tool use, inline completions, and MCP support.

agent ai-coding-assistant anthropic code-completion copilot-alternative local-llm mcp ollama openai-compatible tool-use typescript vscode-extension

Last synced: 29 May 2026

https://github.com/nickyhavoc/neat-demo

neat is a ReAct-like agent accessing all sorts of data & APIs

chain-of-thought llm tool-use

Last synced: 03 Jul 2025

https://github.com/lpcpaul/agentrx

AgentRX diagnoses AI tool-chain failures and prescribes the next best action. Covers skills, MCP servers, plugins, built-in tools, agents, workflows, and hooks. Task-first, not tool-first.

agent-framework agent-skills ai-agents ai-observability ai-tools claude-code diagnosis llm-agents mcp openclaw prompt-engineering skill-md task-routing tool-use

Last synced: 19 Apr 2026

https://github.com/valuearchitectsai/sop-mcp

An MCP server that guides AI agents through Standard Operating Procedures step by step, enforcing execution at each step instead of letting models skip ahead.

ai-agent fastmcp llm mcp mcp-server python sop tool-use

Last synced: 13 Apr 2026

https://github.com/jeffkit/recursive

A minimal, orthogonal, embeddable coding-agent kernel in Rust.

agent ai coding-agent llm openai-api rust tool-use

Last synced: 01 Jun 2026

https://github.com/vinkius-labs/discover-mcp

Universal MCP server gateway for AI agents. Discover, activate, and orchestrate 3,400+ Model Context Protocol tools from a single config. Semantic routing, JIT tool loading, FSM gating. TypeScript/stdio.

ai-agent claude-desktop function-calling llm-tools mcp mcp-client mcp-server model-context-protocol npx semantic-routing stdio tool-use typescript

Last synced: 31 May 2026

https://github.com/oaklight/openwebui-tool-server

ToolRegistry OpenAPI/MCP server for Open-WebUI, Cherry-Studio etc

docker function-calling google llm mcp-server openapi-server searxng tool-use websearch

Last synced: 30 Apr 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/tb8412/qae-langgraph-example

QAE safety certification integrated into LangGraph agent workflows — certify tool calls before execution

agent-framework ai-agents ai-safety autonomous-agents certification deterministic langchain langgraph python qae risk-management safety tool-use

Last synced: 01 May 2026

https://github.com/sachincse/trajeval

Trajectory evaluation for LLM agents — grade what your agent did, not just what it said.

agent-evaluation ai-agents eval llm llm-evaluation llmops python tool-use

Last synced: 05 Jun 2026

https://github.com/anthony-maio/agent-harness-90m

Minimal agent harness: task intake, tool registry, policy gate, budget, logs, reports. Companion repo for Build Your First Agent Harness in 90 Minutes.

agent-harness ai-agent ai-safety llm python tool-use tutorial

Last synced: 04 Jun 2026

https://github.com/urmzd/saige

saige — Super AI Graph Ecosystem. A unified Go SDK and CLI for streaming AI agents, knowledge graphs, and RAG pipelines.

ai-agents ai-sdk anthropic cli conversation-tree go golang knowledge-graph llm ollama openai pgvector rag retrieval-augmented-generation rlhf streaming tool-use tui vector-search

Last synced: 05 Apr 2026

https://github.com/scttfrdmn/quick-suite-claws

Policy-gated data excavation for AI agents on Amazon Bedrock AgentCore. Cedar + Bedrock Guardrails enforce cost limits, PII protection, and read-only access across Athena, OpenSearch, S3, and MCP. Apache 2.0 CDK reference architecture.

ai-agents amazon-athena amazon-bedrock aws-cdk aws-lambda bedrock-agentcore bedrock-guardrails cedar-policy data-governance generative-ai llm-safety mcp opensearch pii-protection python reference-architecture serverless tool-use

Last synced: 04 Apr 2026

https://github.com/inkybubble/llm_patterns_openai

Patterns for the responses API (openai) and for iterative validation of toy structured output

multiturn openai responses-api tool-use

Last synced: 06 Jun 2026

https://github.com/farazf19/youtube-to-blog-crewai

This project automates the process of researching and writing blog posts on technical topics using CrewAI, a framework for building collaborative AI agents. The agents work together to research and generate content on a given topic.

agentic-ai blogs crewai llms multi-agent-systems openai tool-use youtube

Last synced: 24 Jan 2026

https://github.com/hakansabunis/agentlite

A small, focused library for building Claude-powered agents in Python — minimal abstractions, prompt caching, permissions as first-class.

agent ai anthropic claude llm prompt-caching python tool-use

Last synced: 30 May 2026

https://github.com/sievepub-2000/octocode

Multi-agent open-source programming and task-execution toolkit. Rust workspace with a permission-aware runtime, pluggable provider routing (OpenAI, Gemini, DeepSeek, Qwen, Kimi, GLM, Ollama, OpenAI-compatible gateways), built-in tool catalog (shell/web/files/skills/memory), session persistence, /metrics, and a zero-build WebUI + wry desktop shell.

agent ai-agent automation autonomous-agents cli coding-agent coding-assistant desktop-app developer-tools llm llm-tools mcp multi-agent ollama openai provider-router rust task-execution tool-use webview

Last synced: 29 Apr 2026

https://github.com/guangxiangdebizi/tool-output-spoofing-lab

Benchmarking schema-valid false tool observations and defense baselines for tool-using LLM agents.

agent-security agentdojo ai-safety benchmark llm-agents mcp prompt-injection rag-security tool-output-spoofing tool-use toolsandbox

Last synced: 08 Jun 2026

https://github.com/oaklight/websearch-openapi-mcp

Web Search OpenAPI/MCP server for Open-WebUI, Cherry-Studio etc, via Google and SearXNG

docker function-calling google llm mcp-server openapi-server searxng tool-use websearch

Last synced: 13 May 2025

https://github.com/jimmc414/tao

Task Automation Orchestrator Agent (Tao Agent) using OpenAI Assistants API and function calling

function-calling openai openai-assistant-function-call openai-assistants-api tool-use

Last synced: 12 May 2026

https://github.com/andreascansee/ollama-scout

Minimalist local AI agent that uses tool calls to query and reason about Ollama models — just pure Python and prompts

agent function-calling langchain-free llm ollama tool-use

Last synced: 26 Apr 2026

https://github.com/klarlabs-studio/axi-go

Safe, auditable execution kernel for AI agent tools — DDD in Go, zero dependencies, with approval gates, execution budgets, evidence trails, and typed contracts.

agent-tools ai-agents ddd domain-driven-design execution-kernel go golang mcp tool-use

Last synced: 09 Jun 2026

https://github.com/samshad/autonomous-agent-api

An asynchronous, autonomous AI support agent built with FastAPI, ReAct orchestration, and SQLAlchemy. Converts natural language directly into secure, validated PostgreSQL database transactions.

asyncio autonomous-agents docker domain-driven-design fastapi function-calling llm postgresql pydantic-v2 python react-agent sqlalchemy tool-use

Last synced: 10 Mar 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/jplane/llm-function-call-eval

Demonstrates a workflow for LLM function calling evaluation. Uses GitHub Copilot to generate synthetic eval data and Azure AI Foundry for handling results.

azure-ai-foundry evaluation-framework function-calling llm synthetic-dataset-generation tool-use vscode

Last synced: 26 May 2026

https://github.com/felixgeelhaar/axi-go

Safe, auditable execution kernel for AI agent tools — DDD in Go, zero dependencies, with approval gates, execution budgets, evidence trails, and typed contracts.

agent-tools ai-agents ddd domain-driven-design execution-kernel go golang mcp tool-use

Last synced: 05 May 2026

https://github.com/saennr/awesome-mcp-list

A concise list for mcp servers

ai ai-agents aiagents anthropic anthropic-claude awesome awesome-mcp-servers claude context large-language-models llm-context mcp model-context-protocol tool-use

Last synced: 30 Mar 2025

https://github.com/log-bell/avakill

🔪 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.

ai-agents ai-safety anthropic claude-code compliance cursor devtools firewall guardrails langchain llm mcp model-context-protocol openai policy-engine prompt-injection python sandbox security tool-use