Search results for "guardrails"
Python SDK, Proxy Server (AI Gateway) to call 100+ LLM APIs in OpenAI (or native) format, with cost tracking, guardrails, loadbalancing and logging. [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropi
Make AI work for Everyone - Monitoring and governing for your AI/ML
44 plug-and-play skills for OpenClaw β self-modifying AI agent with cron scheduling, security guardrails, persistent memory, knowledge graphs, and MCP health monitoring. Your agent teaches itself new
An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool call
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
21 writing rules for AI coding and writing agents. Drop-in for Claude Code, Codex, Copilot, Cursor, and Aider, so their output reads like a tech pro.
PraisonAI π¦ β Hire a 24/7 AI Workforce. Stop writing boilerplate and start shipping autonomous agents that research, plan, code, and execute tasks. Deployed in 5 lines of code with built-in memory, R
AI Observability & Evaluation
Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.
RESTai is an AIaaS (AI as a Service) open-source platform. Supports many public and local LLM suported by Ollama/vLLM/etc. Precise embeddings usage, tuning, analytics etc. Built-in image/audio generat
Your agent in your terminal, equipped with local tools: writes code, uses the terminal, browses the web. Make your own persistent autonomous agent on top!
Declarative Agent Orchestration. Ship while you sleep.
RAG pipeline security testing toolkit - 27 techniques across 6 kill chain phases, mapped to MITRE ATLAS
Curated directory of terminal-native AI coding agents and the harnesses that orchestrate them. Covers open-source tools (Pi, OpenCode, Aider, Goose), platform agents (Claude Code, Codex, Gemini CLI),
Python Deep Agent framework built on top of Pydantic-AI, designed to help you quickly build production-grade autonomous AI agents with planning, filesystem operations, subagent delegation, skills, and
The conversational control layer for customer-facing AI agents - Parlant is a context-engineering framework optimized for controlling customer interactions.
OpenTelemetry Instrumentation for AI Observability
The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controllin
Project-agnostic, composable AI workflow automation via pi packages and Claude Code plugins.
NEXO Brain β Shared brain for AI agents. Persistent memory, semantic RAG, natural forgetting, metacognitive guard, trust scoring, 150+ MCP tools. Works with Claude Code, Codex, Claude Desktop & any MC
Local MCP server for DuckDB and MotherDuck
One API for 20+ LLM providers, your databases, and your files β self-hosted, open-source AI gateway with RAG, voice, and guardrails.
Security guardrails for Claude Code, MCP tools, and Claude cowork workflows. Local-first modular YARA-style guard packs for secrets, exfiltration, prompt injection, MCP abuse, and risky agent actions.
π‘βοΈAI-Powered Penetration Testing Framework with automated vulnerability scanning, multi-agent system, and compliance reportingπ‘βοΈ
A local sandbox for your AI agents
Video editing MCP server for AI agents. 83 tools, 858 tests collected, 3 interfaces. Works with Claude Code, Cursor, and any MCP client. Local, fast, free.
Open-source, contract-driven data quality validation. Shift-left enforcement at the point of write β before data enters your pipeline.
Curated list of the best truly open-source AI projects, models, tools, and infrastructure.
METAβAGENTIC Ξ±βAGI ποΈβ¨ β Mission π― Endβtoβend: Identify π β OutβLearn π β OutβThink π§ β OutβDesign π¨ β OutβStrategise βοΈ β OutβExecute β‘
Conversational & memory-enabled AI research partner for multi-omics analysis. From biological idea to full research paper.
A multi-agent LLM system for detecting and resolving cognitive dissonance.
Self-hosted personal AI agent that lives in your DMs. Describe any workflow: triage Gmail, pull a Giphy feed, build a Slack bot, monitor markets. It writes the code, runs it, schedules it, and saves i
Agentica: Lightweight async-first Python framework for AI agents. θ½»ιηΊ§εΌζ₯δΌε ηAI Agentζ‘ζΆοΌζ―ζε·₯ε ·θ°η¨γRAGγε€ζΊθ½δ½εMCPγ
LLM proxy to observe and debug what your AI agents are doing.
π€ The most comprehensive directory of AI agent frameworks, platforms, tools, and resources - hundreds of curated entries covering open-source, no-code, enterprise, and autonomous solutions. NEW Boil
The LLM Evaluation Framework
MoralStack is a governance and safety layer for LLM applications. It analyzes user requests before generation, evaluates risk and intent, and decides whether the AI should answer normally, answer safe
Local First AI SEO Software on Nix, FastHTML & HTMX
Claude Code plugin for Ruby, Rails, Grape, PostgreSQL, Redis, and Sidekiq development
A self-improving AI agent that learns from experience. Runs entirely on a local 9B model. Security by absence β dangerous capabilities were never built.
Route, manage, and analyze your LLM requests across multiple providers with a unified API interface
Autonomous coding agent with web research (Recon), adversarial plan debate, 5-tier cognitive memory, multi-model routing (Gemini + DeepSeek + Ollama), 24/7 loops, and $0 local mode. Apache 2.0.
Python SDK for Agent AI Observability, Monitoring and Evaluation Framework. Includes features like agent, llm and tools tracing, debugging multi-agentic system, self-hosted dashboard and advanced anal
π§ PromptDrifter β oneβcommand CI guardrail that catches prompt drift and fails the build when your LLM answers change.
A collection of Summoner clients and agents featuring example implementations and reusable templates
Local-first autonomous coding agent that plans, executes, validates, and finishes software tasks end-to-end.
π§ Build a safe and supportive AI companion for mental health with SereneShield, part of the Kaggle Γ Google Agents Intensive 2025 Capstone project.
π¦Ύ A productionβready research outreach AI agent that plans, discovers, reasons, uses tools, autoβbuilds cited briefings, and drafts tailored emails with toolβchaining, memory, tests, and turnkey Dock