Python agents

Agentic functional programming: a multi-agent runtime built on three primitives — recursive spawning, addressable mailboxes, and capability passing — with FP-style combinators on top.

CrewAI tool for hard spending limits on AI agents via Valta

Physical-bottleneck, reverse-consensus investment analysis for every market — an LLM agent chain that traces any stock (A-share / HK / US) to its supply-chain constraint and refuses to chase narrative-driven tops. Bring your own LLM key.

Local runtime host for long-running Deep Agents channels and schedules (experimental)

Local-first TUI coding agent for Gemma 4 + llama.cpp, with GraphRAG retrieval and a curated cookbook of domain recipes.

Generate GDScript API indexes and enforce public API comment coverage.

Google GenAI SDK wrapper for integrating the Model Context Protocol (MCP)

Google Cloud Agentidentitycredentials API client library

Agent OS Kernel — CPU-scheduling-inspired runtime for LLM agent workloads

Haystack integration for Hindsight - persistent memory for AI agents

Superagent safety integration for Hindsight - guard and redact memory operations

CrewAI tools for iFlow Search (心流搜索) — web search, image search, and web-page fetching.

Agent-first IMAP CLI for safe email search, read, attachment download, and draft creation

LlamaIndex tools for iwant.fyi -- reference implementation of the iwant.fyi demand-side protocol v1.1. Lets any LlamaIndex agent express structured purchase intent and receive matched supply across multiple sources.

Drop-in Slack-fronted Claude Code agent. Add a skills/ directory, run `jean init`, deploy to Fly.io.

Knowledge-graph-powered RAG sidecar for infrastructure querying

LangChain integration for GoodSender — transactional email API with consent management

LangChain callback handler for NeBeso AI cost tracking

LangChain integration for Neuralwatt — energy-aware AI inference.

LangChain tool for hard spending limits on AI agents via Valta

LangChain VectorStore integration for Vector Panda

A LangChain integration tool that provides reliable web scraping capabilities at any scale using ZenRows' Universal Scraper API, extended with Adaptive Stealth Mode

LlamaIndex callback handler for NeBeso AI cost tracking

Multi-model coding agent powered by NVIDIA Llama (3B, 70B) with CLI, web search, and tool-use loop

Regression canary for LLM apps: YAML test suites, offline-first assertions, baseline diffing, and agent-trace policy gates for CI

Framework open-source para avaliação de confiabilidade de chatbots baseados em LLMs

Building Language Models from Scratch — tokenizer, Transformer, training, inference, and fine-tuning in clean, tested PyTorch.

Cache-optimized LLM conversation history management with static/dynamic system prompts, transition modes, and compaction hooks.

Policy-gated, durable, audited execution for AI agent tool calls. Every action gets a five-verdict policy check, a crash-safe checkpoint, and a tamper-evident audit event — a library, not a server.

This module adds support for serving a /llms.txt file in the website root. The content can be configured per website in the website settings.

An MCP server that onboards you to any codebase — point it at a repo and ask questions like a senior engineer who knows the project inside out.

OpenAI Agents SDK tool for hard spending limits on AI agents via Valta

Declarative YAML specs for multi-agent LLM systems — validate, compile, test, diff, render

Three-tier memory with trust-aware context ledger for multi-agent LLM systems

Multi-provider abstraction with capability negotiation, health checks, and fallback chains

Kubernetes Dashboard for Agent Systems — CLI + web control plane for multi-agent LLM blueprints

Production RAG pipelines without the abstraction tax

Quickly run and manage ROS 1/2 robots. Built-in MCP for Claude, Cursor, or any AI client, plus vision, sim, and hot-reload behaviors. Merkle proofs make every run tamper-evident and replayable.

Tau

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The native TLC agent in your terminal — bring your own brain; TLC is the body.

Reference emit + verify library for the Agent Action Capsule SCITT profile (draft-mih-scitt-agent-action-capsule). Includes the rungs 1+2+6 CORE: emit, record, anchor client, self-attest.

Verifier for Agent Action Capsules — a SCITT application profile for verifiable agent actions (name claim; implementation to follow).

High-ticket business builder — AI agent pipeline CLI

Read and search Codex CLI and Claude Code chat history from the terminal.

Signed, hash-chained, tamper-evident AI incident records (MCP server). EU AI Act Art 73 ready. By MEOK AI Labs / CSOAI.

One typed runtime API for Claude, Codex, and Antigravity agent SDKs.

Framework for evaluating agent skills across OpenCode, Claude Code, and Codex

Golden trace regression evaluation for tool-using AI agents

Where does your AI agent burn money? Local token/cost profiler for always-on agents (Hermes Agent first). Zero dependencies.

Local-first agent memory: an Obsidian markdown vault as source of truth, with a rebuildable DuckDB index.

Governance layer for autonomous AI agents — pre-flight checks, runtime monitoring, and post-session reporting.

Build emotion-aware AI agents, adaptive episodic memory, SQL AI, RAG, tools, and Gemini-powered agent systems.

An MCP which adds terminal capabilities to an agent.

Enforcement and audit layer for AI agents — argument-level tool firewall, trust scoring, tamper-evident audit log, and prompt-injection detection across the Anthropic & OpenAI SDKs, LangGraph, and MCP.

AgentPay Python SDK — Lightning Network payments for AI agents

Harness for measuring LLM agent resistance to indirect prompt injection and comparing defense effectiveness.

Zero-latency AgentWatch wrapper for the official OpenAI Python client.

Anthropic Claude SDK with OmegaEngine governance - AI safety and compliance

An Anytype-native LLM wiki combining Karpathy's pattern with Anytype's typed knowledge graph (Objects, Types, Relations).

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

LangChain / LangGraph / CrewAI integration for auto-browser

OmegaEngine governance integration for autogen-omega

Microservice blueprint for creating agents

LlamaIndex FunctionTool wrappers for the BuyWhere product catalog API

Local-first, ultra-lean agentic workflow orchestration engine.

Like `claude -p`, but driven through an interactive Claude Code session.

Native GTK4 GUI to manage and resume Claude Code sessions

OmegaEngine governance integration for cohere-omega

Temporary email inboxes for AI agents. Receive OTP codes, magic links, and verification emails. No signup. Zero dependencies.

60-second onboarding for a RustChain-participating agent: wallet + agent.py + MCP wiring + First-Light bounty.

OmegaEngine governance integration for crewai-omega

Native CrewAI tools for the Rine network — send, receive, discover, and run E2E-encrypted agent-to-agent conversations and groups from a CrewAI crew

RENAMED: this package is now 'langstage-vscode' (LangStage family). Installing this pulls the new package.

Official Dial LangChain tools — phone numbers, SMS, WhatsApp, and voice calls for AI agents

FiGuard pre-flight spend authorization for LangChain agents

Lightweight, config-driven client for multiple LLM providers

Guarded RAG: grounded answers, refuse-when-unsupported, PII redaction, and an eval harness with metrics. Stdlib core, bring-your-own model.

A2A agent protocol plugin for HiveMind-core

Verifiable, scope-gated tool execution for AI agent frameworks (IDProva)

vLLM out-of-tree model: Jina Embeddings v4 multi-vector (token_embed) on Qwen2.5-VL

E2B sandbox integration for Deep Agents

LangChain VectorStore for mnestic — embedded graph + vector + full-text store with one-call hybrid retrieval.

Tenant isolation and per-tenant usage metering for LangGraph checkpointers and stores

Official Python agent SDK for LIME: AI agent identity, cryptographic passport JWTs, one-call site login, and MCP OAuth for external MCP servers. Async-first, automatic PoW, typed MCP client.

LlamaIndex reader for IRS tax form extraction via Azure Document Intelligence — supports Form 1040, W-2, Schedule C/E/K-1, 1065, 1120, 1120-S

LlamaIndex tools for TempGuru event staffing: city coverage, W-2 rate ranges, booking lead times, and state labor compliance for 345+ US/CA cities, plus opt-in quote submission. No API key required.

LlamaIndex vector store for mnestic — embedded graph + vector + full-text store with one-call hybrid retrieval.

A lightweight Python SDK for using local and OpenAI-compatible LLMs.

Lookup capabilities (context window, modalities, features) of various LLM models offline.

LLMRIX AI Agent SDK

Python SDK for MailAgent agent verify API

Multi-tenant RAG: hybrid retrieval, chunking, embeddings, ingestion, PDF + image + repo pipelines, agent-extraction indexing, priority-aware ranking.

An MCP server that lets an AI agent gate its own work: deterministic checks, refute-first review, and tamper-evident honest receipts. Fleet Mode, as a tool.

可转债套利决策引擎 MCP Server — 机会扫描 + 深度分析 + 强赎应对

Delegate storage file backend swap to queue jobs

Sandboxed execution environment for AI agents operating on filesystem directories

Delete your subprocess wrappers around claude, codex, and gemini.