Python agents

Shared chassis for agent-ready CLIs: the exit-code contract, JSON/table/markdown/CSV output with field projection, and keyring-backed credentials.

Python SDK for agent-toolbox.ai — deterministic pre-action gates for AI agents

Composable AI agent toolkit — loops, skills, profiles, and MCP for Claude Code, Cursor, OpenCode, Windsurf, and more

A read-only pre-trade safety gate, audit ledger, and kill switch for autonomous trading agents.

Normalize native agent transcripts into a shared trajectory format.

Safety checks an AI agent runs before it acts: is this package malware/typosquat, is this shell command destructive, does this text leak a secret. CLI + MCP server.

Portable Python contracts and clients for the agent-vm Tool Portal.

Partial managed Hermes profile adapter for agent-vm.

Local, free voice artifacts for AI agents

Walk-forward / out-of-sample validation for agent evals — detect eval-set overfitting the way quants detect backtest overfitting.

Expose agent-callable capabilities from any FastAPI app via /.well-known/agent

Python client for the self-hosted Agent Web Search API — returns cosine-ranked, scrubbed, RAG-ready chunks

AI Agent web search & intelligent filtering engine — bundled with SearXNG-core

A personal knowledge base for AI agents

Contract-driven Markdown knowledge bases for PDF-aware agents

Protocol bridge for OpenAI Responses, Chat Completions, and Anthropic Messages clients.

Reusable, tool-agnostic agent workflows (review, assess, advise, verify, setup) plus a CLI to install them into any repo.

Renamed — this project continues as iiwi

Zero-trust repo intake for AI coding agents: scan the instruction environment before Claude Code, Cursor, Codex, or Gemini touches a repo.

A Python CLI-first coding agent with a reusable core for future editor integrations.

Local-first Agent Work Intelligence for coding agents: usage truth, recorded work, and honest joins

Evaluation framework for multi-agent AI workflows: handoff quality scoring, failure attribution, loop detection, and cost guardrails.

Local-first task control plane for coordinating Codex, Claude Code, and Hermes.

Fully local agentic virtual environment for trajectory building

A Python REST + WebSocket + MCP cache server for AI agents, backed by SQLite

DM your teammate's coding agent — encrypted agent-to-agent Q&A over a hosted relay

CI-grade evidence and safety tools for AI agents, MCP servers, and open-source contribution workflows.

MCP server bridging Amazon Bedrock AgentCore Gateway WebSearch (SigV4) to any MCP client

Local CLI that profiles token spend for AI coding agent sessions (Claude, Cursor, Codex, Ollama).

Reserved: agentcradle — a platform for building agentic chatbot apps. Template repo coming soon.

AI MCN 自动推广工具 — 多Agent内容营销自动化，支持掘金/知乎/Dev.to

Official Python SDK for agentctl — sign, hash-chain, and govern every agent action. Zero dependencies.

Async Python SDK for Agent Cyber Range

Zero-boilerplate deployment for AI agent frameworks — LangGraph, CrewAI, OpenAI Agents SDK, and custom agents

Gradient descent, but the parameters are agents — a parallel, asynchronous framework for self-evolving agents (skills, prompts, harnesses)

agentdex-cli: adx CLI shell + orchestrator (drives Hermes gateway) + observe panel + release

Deterministic triage of an AI agent's changes — see what it actually touched before you merge.

Model adapters for the AgentDuet VoiceAgent layer: Gemini Live, xAI Grok Voice, Alibaba Qwen-Omni, Amazon Nova Sonic

Python SDK, LangChain tool, MCP server, and CLI for AgentEscrow402 — trustless AI agent escrow payments on Casper Network

AI-native finite-element workflows for humans and agents.

Runtime governance for AI agents — budget limits, loop protection, token limits, audit trail

Statistical regression harness for MCP tool descriptions (measures whether a change actually moved agent task success) + a deterministic defect linter as a secondary utility

Compile structured YAML configurations into production-grade LangGraph multi-agent architectures.

An honest pre-deployment reliability and security gate for AI agents.

Local-first safety and reliability evaluation framework for AI coding agents.

Predict LLM-agent-run failures in real time — and intervene before the tokens are spent

A way of controlling deployed agents to keep your (and their) sanity.

Independent, auditable verification for coding-agent claims

Robinhood trading agent powered by agentu + Robinhood MCP

Read public Naver Blog content with a small, agent-friendly CLI.

AI Agent-First Browser: semantic web world model for LLM agents (library + MCP)

Standalone fault injection toolkit for LLM calls and agentic workflows, with an optional AgenticLens integration.

A secure, monetized Python sandbox for data optimization and Matplotlib rendering via x402.

Agentic Detection Engineering Framework — FORGE lifecycle, journal memory, and agent orchestration for detection engineers.

Evaluate agentic systems with reproducible, evidence-first grading.

Domain-agnostic exception management SDK for agentic systems

Read your own logged-in Facebook — timelines, feed, comments, search, groups — into clean JSON, over the same GraphQL endpoint your browser uses.

A CLI- and canvas-first builder for AI agents on LangGraph.

Static security analysis for MCP servers and AI-agent workspace configurations. Taint-graph based detection of tool-description injection, capability overreach, and exfiltration paths.

Hardware-in-the-loop MCP server for AI coding agents: develop firmware on the real board behind your debug probe, flashing, resetting and driving UART and CAN against it. The run on the hardware is the gate that decides the work is done, and a pytest plugin runs the same gate in CI.

The Agentic Paradigm Ladder — executable, tested implementations of agent-engineering Levels 5-14 (genomes, evolution, capability contracts, a workflow compiler, and a skill-contract test harness).

Stateful LangGraph workflow that reviews Git diffs with a reviewer-verifier loop and deterministic checks.

RAG library: file(s) -> mocked text recognition -> hierarchical on-disk index -> multi-tool search (BM25, FAISS vector, hybrid, TOC, grep, agentic)

Provider-agnostic, drop-in agent primitives for agentic RAG pipelines: classification, retrieval routing, sub-question retrieval, quality gating, self-validation, and tone personalization.

Agentic Reddit — anonymous browser-backed, read-only Reddit retrieval.

Frontier-Grade AI Agent Red-Teaming & Security Benchmark Harness

Server-side provider monetization SDK for Agentic Scraper

Read-only Threads retrieval through authenticated, single-target CLI primitives

Read-only scraping of logged-in X/Twitter data via a harvest-then-replay hybrid: a stealth-browser login harvests the session once, then reads are replayed over httpx. No client-transaction-id replay.

an agentic actions MCP which allows for the creation of agentic actions.

An MCP which adds terminal capabilities to an agent.

An MCP which adds terminal capabilities to an agent.

An MCP which adds terminal capabilities to an agent.

An MCP server which can perform various tasks on your terminal.

A MCP which adds terminal capabilities to an agent.

Plataforma visual self-hosted para agentes e modelos locais de IA

Static linter that checks whether an OpenAPI spec is safe and clear enough to expose as MCP/AI-agent tools.

In-memory observability database for LLM agents: logs tool calls, messages, thinking, responses, tokens, and carried-in context.

LLM response cache for AgenticStack: provider wrapper with in-memory LRU and SQLite backends

Token and cost tracking harness for AgenticStack: per-agent usage, USD estimates, and budgets

Live local dashboard for AgenticStack: plugins, capabilities, hooks, and agent activity

Secrets detection and redaction guard plugin for AgenticStack

A status light and a status line for Claude Code, in a cyberpunk terminal panel.

CLI that converts any repo into an agent-ready workspace: detects your stack, scaffolds progressive context and session handoffs, installs a real Claude Code adapter. Extensible plugin architecture for memory backends and coding-agent adapters.

Core abstractions for Agentivium agent-native systems.

AgentKit MCP Server — a generic, policy-gated MCP server for Claude/Cursor agents; ships with a business-intelligence reference pack.

PaySafe payment security for Coinbase AgentKit: a scan-before-you-pay action provider for x402 payments, with prompt-injection provenance and signed verdicts. Non-custodial.

Agent Runtime SDK for igentbase — build sandboxed AI agents with one import

Build reliable coding agents for any OpenAI-compatible /chat/completions endpoint—with spec-driven tools, observability, cache verification, context compaction, and sandboxing. Less glue code, fewer crossed fingers.

AgentLab — a modular framework for building, evaluating, and comparing LLM-powered agents.

AKShare MCP Server — 46 financial data tools for LLMs

MCP server for CNINFO A-share announcement download, parsing and search

MCP server for Korean DART financial report download, parsing and search

MCP server for HKEXnews Hong Kong announcement download, parsing and search

Zero-dependency, terminal-native Python middleware for resilient and observable AI agents.

Privacy-leakage testing for AI agents: audit the whole execution trace, score it deterministically, gate it in CI.

MCP原生、内置混合RAG、每一步都可观测的轻量Agent框架

A powerful observability and debugging SDK for AI Agents

Official Python SDK for China Mobile Cloud AgentLink MCP Gateway