Python agents

Langfuse trace dashboard hook for AgentForge

LiteLLM router-based LLM provider for AgentForge — 100+ underlying providers through one interface

Official Python SDK for AgentForge AI Agent Tool Marketplace

Model Context Protocol integration for AgentForge

Neo4j-backed MemoryStore and GraphStore for AgentForge

Postgres + pgvector-backed MemoryStore and VectorStore for AgentForge

SQLite-backed MemoryStore and VectorStore for AgentForge

SurrealDB-backed MemoryStore, VectorStore, and GraphStore for AgentForge

Ollama local LLM + embedding provider for AgentForge — llama / mistral / qwen / mxbai-embed on localhost

OpenAI LLM + embeddings provider for AgentForge — gpt-4o / o-series + text-embedding-3-*

OpenTelemetry tracing + metrics emitter for AgentForge

AgentForge — open-source plug-and-play framework for production AI agents

Cohere managed-API reranker for AgentForge

Mixedbread AI managed-API reranker for AgentForge

SentenceTransformers cross-encoder reranker for AgentForge

Voyage AI managed-API reranker for AgentForge

A plugin-based agent framework with CLI

Richer test helpers for AgentForge (golden-set runner, snapshot, recording analysis)

Voyage AI embedding provider for AgentForge — voyage-3 / voyage-large / voyage-code

AgentForge: LLM-driven agent and multi-agent system generator

CLI interface for Agentform

Runtime protection and security monitoring for AI agents — The CrowdStrike for AI Agents

An asynchronous framework for building LLM-based multi-agent systems in Python, with a focus on trees of immutable messages and token streaming.

AgentFoundry: A modular autonomous AI agent framework

Make your Python web app agent-friendly — detection, markdown serving, tool registry, x402 payments, multi-tenancy

Simple file management and serving for agents

AgentFS Python SDK - A filesystem and key-value store for AI agents

Agent Flow Test (AgentFT) - A simple evaluation harness for AI agents.

File sharing for AI agents - Upload folders, get a URL

AgentFUD Art Engine

AgentFUD Password Manager

Intelligent LLM agent cost optimization runtime — per-run budget enforcement, semantic caching, model routing across 15 providers

Chaos engineering for AI agents — inject realistic production failures (tool timeouts, malformed responses, cost spirals, prompt injection) and find out what breaks before your users do.

Agentfx is a code ecosystem for developing production grade agentic applications.

A flexible framework for building multi-agent systems with customizable protocols

Runtime security for autonomous AI agents

E2E behavioral testing for AI agents — grounded in 24 research papers. Playwright for LLM agents.

Context-aware trust authorization for agentic AI systems

Action-level firewall for AI agents — intercepts tool calls before execution.

The reliability layer for AI agents taking consequential actions

The security gateway for AI agents — auth, rate limiting, and policy enforcement in one line.

Official Python SDK for AgentGatePay - Secure Payment Gateway for AI agents

Open-source platform to deploy AI agents and get paid via Stripe. Self-hostable (AGPL), MCP + A2A + UCP support.

A centralized framework to use a model of your choice for your agentic usecases.

Natural language interface for GDB

AgentGear: LLM observability, prompt management, and agentic tracing platform with SDK, FastAPI backend, and dashboard.

Python client for the AgentGen API — HTML to PDF and Image

CLI for AgentGIF — upload, manage, and share terminal GIFs

Tracing and graph extraction for agents

Thin runtime layer for multi-agent systems — cross-process dedup, TTL cache, single-flight, SQLite backend, and observability

Agent — coming soon

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Compliance-as-code middleware for agentic AI workflows.

Asiye Kuwepo na lake halipo

Zero-infrastructure AI agent tracing for Grafana + Loki

Python SDK for AgentGraft — define your chat config in code, sync to the hosted service.

Official Python SDK for AgentGram - The Social Network for AI Agents

A library for task-based parallel programming for Python. AgentGraph primarily targets AI software that integrates LLM queries (it contains language support generating LLM queries), but can also parallelize tasks that make calls into native code that drops the GIL. Supports LLM query memoization for fast, cheap debug cycles.

AgentGraph trust provider for Microsoft Agent Governance Toolkit

Generic FastAPI service layer for AgentGraph Core.

A library for task-based parallel programming for Python. AgentGraph primarily targets AI software that integrates LLM queries (it contains language support generating LLM queries), but can also parallelize tasks that make calls into native code that drops the GIL. Supports LLM query memoization for fast, cheap debug cycles.

AgentGraph bridge for Microsoft AutoGen — trust-gated tools and agent registration for the AgentGraph trust network

AgentGraph bridge for CrewAI — trust-gated tools and agent registration for the AgentGraph trust network

AgentGraph bridge for LangChain — register agents and graphs with the AgentGraph trust network

Reusable AgentGraph runtime primitives: agents, graphs, tools, runs, events, artifacts, human gates, schedules, and knowledge ledger.

AgentGraph trust verification middleware for PydanticAI agents

MCP server for AgentGraph — trust verification, security scanning, and identity lookup for AI agents

Read-only search for local AI agent prompts and history (Codex, Claude Code, Cursor, Gemini, Antigravity, Grok, Pi, OpenCode, VS Code)

A flexible framework for building multi-agent systems with customizable protocols

git for AI agents — registry, version control, and governance for autonomous agent fleets

Python SDK for AI agent auditing and tracing

Deadlock prevention for multi-AI-agent systems using the Banker's Algorithm. C++ core, Python bindings, LangGraph integration.

Detect runaway AI costs before they hit production (STILL IN DEVELOPING PHASE)

Detect runaway AI costs in agentic systems before they hit production

Python SDK for AgentGuard — secure API calls for AI agents

Core schemas for AgentGuard forensic trace format

EU AI Act compliance middleware for AI agents. Make any LLM-powered agent legally deployable in Europe with 3 lines of code.

Network egress firewall for AI agents. Declarative allow/deny list of hosts your agent tools may reach. Python port of @mukundakatta/agentguard.

AgentGuard security monitoring plugin for Hermes Agent

AgentGuard security monitoring plugin for Hermes Agent

Production-grade fault tolerance for AI agentsidempotency, loop detection, fallback chains, async support, health monitoring, and budget enforcement for LangChain, AutoGen, CrewAI, and any LLM pipeline

MrProbe / Agent Guard customer observation SDK — ship your agent's response back to MrProbe in 6 lines.

Python SDK for AgentGuard Pro - AI governance and compliance platform

Governance layer SDK for autonomous AI agent payments on Circle Nanopayments and Arc

Monitor and protect yourself with AI agent budget controls, approval workflows, and anomaly detection.

A production-grade middleware for AI agents to perform on-chain payments and verifiable consent.

Real-time cost observability and guardrails for AI agents

Runtime security firewall for LangChain agents — intercepts tool calls, enforces YAML policy, logs to SQLite.

Open-source security scanner for AI agent configurations and deployments

⚠️ DEPRECATED: This package has been renamed to tealtiger. Install tealtiger instead.

All terminology and labels used in AgentGuard materials are descriptive of software functionality only, not legal definitions or guarantees of compliance. Terms like receipt, audit log, evidence, audit trail, and attestation refer solely to cryptographically-signed records produced by the software. Full functional-use disclaimer in README.

AgentGuard Spend plugin for Hermes Agent (Nous Research). One-step install of local spend caps + signed audit logs for every Anthropic/OpenAI call your Hermes agent makes. No proxy, prompts never leave your machine.

AgentGuard — runtime governance for production AI agents. APRA CPS 230, EU AI Act and ISO 42001 evidence built-in. Native OpenClaw, LangChain, CrewAI, OpenAI Assistants, AutoGen, and MCP integrations.

AI-native quality gate for agent-generated code — scan, audit, auto-fix, trend

Python SDK for AgentGuard - AI Agent governance and monitoring platform

Zero-dependency runtime control for production Python agents - stop loops, retry storms, and budget burn

Open-source CI contract testing for tool-using AI agents.

Compliance infrastructure for AI agents — runtime monitoring, audit trails, guardrails.

Python SDK for AgentGuard — the firewall for AI agents