Python agents

Real-time observability and auto-debugging toolkit for AI agents

Give your AI agent a signed, verifiable identity in one line.

Persistent Python runtime for AI agents

Workshop and scaffolding CLI for practical AI efficiency: learn core AI concepts, build your first agents, create useful CLIs, and adopt agent-first development patterns

Semantic diff engine for AI agent behavior — find the exact decision fork between two runs

Code Knowledge Graph (CKG) engine + agent toolset, built on AgentForge.

AgentForge — ReAct agents on open-weight LLMs with tools (RAG, REPL, web, SQL, calculator) and an eval harness. Pairs with ragforge-ml and turboquant-ml.

AgentMetrics - self-hosted AI agent observability server

Route Hermes delegate_task(background=True) to named, persistent AgentMint subagents.

Agent memory in a single SQLite file — no vector DB, no server, no cloud. Keyword recall on stdlib alone; torch-free hybrid semantic search via model2vec + sqlite-vec. Python lib + MCP server + CLI.

Track LLM costs across your AI agents

AI-powered observability SDK for Python applications

AISTV - AI IT Agent cho Windows

Financial statement PDF extraction agent

LangChain tools for Bolyra mutual ZKP authentication and SD-JWT delegation

A local application to feed images/videos from a webcam into local LLMs for analysis and conversations.

Slack message-turn bridge to AI coding agents (Claude Code / Codex / Copilot) running on your Mac

Call Claude Code from Codex for bounded, independent code review and second opinions

Sync your claude code sessions and memories in the cloud via Motherduck.

Turn a codebase, package, or doc into a valid Claude SKILL.md — offline, deterministic, and valid by construction. Optional Claude refinement. Zero runtime dependencies.

Claude Wiki - installable hooks and CLI for a personal knowledge base

Code Genie — a terminal coding agent (read, edit, and run your project from the CLI).

Call OpenAI Codex from Claude Code for delegation, review, and second opinions

CrewAI tool for Skim — clean web reader for AI agents. Card plan with API key (free tier) or x402 wallet pay-per-call ($0.002 USDC on Base).

Local CrispASR transcription workflow for Codex and MCP agents.

Single-file embedded database for AI agents. SQL + Vector Search + Full-Text Search + Hybrid Queries + Memory Graphs.

DataAgent - A powerful multi-modal Data Agent workflow template framework

Python interface to the Hall body-weight dynamics models, backed by the hallmodel-core C++ kernel.

AI-powered iOS test case generator supporting OpenAI, Anthropic, Groq, and GitHub Copilot

Agent-first guardrails framework for AI-assisted Python projects

INSPIRE HEP tools and API wrapper for LangChain.

LangChain tool for Skim — clean web reader for AI agents. Card plan with API key (free tier) or x402 wallet pay-per-call ($0.002 USDC on Base).

LlamaIndex reader for Skim — clean web reader for AI agents. Card plan with API key (free tier) or x402 wallet pay-per-call ($0.002 USDC on Base).

Keenable web-search and page-fetch tool spec for LlamaIndex. Keyless by default.

A mongo mcp that can be used to automate the database query with llm

Python SDK that fully drives the Mux-Swarm engine binary (stdio NDJSON + WebSocket).

Execution host agent for OneStep Control Plane deployments.

Typed MCP server for OpenAI Ads and ChatGPT Ads via the Advertiser API

LLM security middleware and risk analysis layer for prompt injection detection

Local-first RAG pipeline — PDF/Markdown ingestion, Qdrant retrieval, bge reranking, and an answer-quality eval harness. Pairs with turboquant-ml for quantized LLM serving.

RunAPI Gemini Omni SDK for audio, character, and video workflows in JavaScript, Python, Ruby, Go, Java, and PHP

RunAPI GPT-4o Image SDK for text-to-image generation workflows in JavaScript, Python, Ruby, Go, Java, and PHP

RunAPI GPT Image SDK for text-to-image and image editing workflows in JavaScript, Python, Ruby, Go, Java, and PHP

RunAPI GPT Image 2 SDK for text-to-image and image editing workflows in JavaScript, Python, Ruby, Go, Java, and PHP

SecureVector SDK for LangChain — brings the local threat monitor's three controls (tool-call permissions, secret/data-leak detection, threat detection) to every LangChain tool call, with tamper-evident audit logging.

Haystack integration for Skim — clean web reader for AI agents. Card plan with API key (free tier) or x402 wallet pay-per-call ($0.002 USDC on Base).

A small-but-complete agent harness: ReAct loop, tool injection, three-tier memory, restricted-expression panels. Zero heavy deps.

Live terminal TUI tracking Claude Code token usage and cost estimates

A self-extensible agent CLI with terminal UI, multi-provider LLM support, session management with branching, and a plugin system for tools and commands

Local editable workflow canvas for AI coding agents.

Haystack integration for whisper

Prompt-aware LLM routing-decision service: predicts which model can complete a prompt and picks the cheapest one.

Orchestrate multi-agent workflows with autonomous reasoning, parallelism, rate limiting, and LLM integration

AgentMetrics observability integration for Claude Managed Agents

AgentMetrics observability integration for AutoGen agents

AgentMetrics observability integration for CrewAI agents

AgentMetrics observability plugin for Hermes agents

AgentMetrics observability integration for LangChain agents

AgentMetrics observability integration for LlamaIndex agents

AgentMetrics observability integration for OpenAI Agents SDK

Shared event schema, pricing, and redaction for all agentmetrics integrations

Generated Ax runtime library

OpenAI Agents SDK adapter for Bolyra -- guardrails, tool wrappers, and MCP auth

The self-improving AI agent — creates skills from experience, improves them during use, and runs anywhere

Self-referential structure-learning system — agents that learn by inhabiting worlds

Dee Agent Music — CrewAI tool wrapping Dee SDK for mood-based music generation

Dee Mood Music for LangChain Agents — emotion-regulating music tools for AI agents

O(1) hyperbolic memory for any LLM — 260 bytes per session forever

Memory-backed autonomous agent with a Docker membrane, a Slack/Discord cockpit, and capability graduation.

Local-first LLM router: keep sensitive data and bulk text labor on your own models, call the cloud only for the hard part. Privacy-routing (fail-closed) + manager-worker delegation + allowlist guard, MCP-native.

Govern an AutoGen agent's native tool calls with Lodestar — the thin native hook that remotes each tool call through the Lodestar Action Kernel over NDJSON-RPC (ADR-0027).

Govern a CrewAI crew's native tool calls with Lodestar — the thin native hook that remotes each tool call through the Lodestar Action Kernel over NDJSON-RPC (ADR-0026).

Govern a LangGraph agent's native tool calls with Lodestar — the thin native hook that remotes each tool call through the Lodestar Action Kernel over NDJSON-RPC (ADR-0024).

A nano code agent built from scratch in pure Python.

Python client for Nexez agent discovery, checkout validation, and negotiation handoff.

Local and HTTP server embedding tools for multilingual E5

Combined tree/event based JSON parser

This name is reserved. Install the real package: pip install quorum-ai

The self-improving AI agent — creates skills from experience, improves them during use, and runs anywhere

SCDL-RAG: Detect and fix RAG hallucinations with 97% recall and 100% precision.

Typed, auto-generated client for the OpenSwarm product-analytics ingest API.

Typed, auto-generated admin client for the OpenSwarm product-analytics private (read/ops) API.

agent-gyrk — CLI agentic rodando o modelo GYRK (visão + plano)

Agent-friendly Markdown-to-PDF CLI with HTML preview and JSON diagnostics

Python SDK for the Optimus API — MSC construction, routing, and answers

Semantic-causal CRDT for agent-mutable world state

An MCP which adds terminal capabilities of an agent

Define agents (tools + system prompt) in YAML and run them as an orchestrated pipeline.

Least-privilege permissions for AI agents and MCP tools. Record what your agent does, auto-generate a safe policy, and block dangerous tool calls before they happen.

Local-first security scanner for AI Agent, MCP, and AI coding tool projects.

AgentShield SDK — instrument AI agents and capture execution events for the AgentShield Runtime Control Plane

Que Claude genere interfaces de usuario con A2UI en sus respuestas.

CrewAI tools for Bolyra mutual ZKP authentication and SD-JWT delegation

Namespace alias for `crewai-ceki` — install that for the real package.

Namespace alias for `langchain-ceki` — install the real package.

Reusable lessons/memory engine for Claude Code: frontmatter lessons, auto-CATALOG, offline retrieval, path-triggered lessons, auto-maintenance, parallel-session and sub-agent guards.

CrewAI toolkit for Ceki — real Chrome sessions for AI agents with persistent profiles across runs

AI-powered runtime debugging agent for Python web applications