Python agents

端到端中文法律咨询 Agent：自研轻量调度框架、法条 RAG 与公网案例双源检索、NDJSON 流式 Web UI、自修复链路与运行指标观测

Deep-research LLM agent + RAG platform for internal bank-product audit — cited reports, PDF export, pgvector

LangGraph CLI agent that analyzes a GitHub repo and produces a tech due-diligence report

AI-powered OSINT & security reconnaissance toolkit for Python — subdomain finder, WAF detector, JWT analyzer, email breach & SPF/DMARC checker, GitHub secret scanner + a natural-language LLM agent. For bug bounty & pentesting.

Discord meeting bot: local Whisper transcription, LLM summarization, and an agent that tracks tasks/decisions as searchable memory across meetings.

Small Python Agent runtime with planning, memory, tools, state machine, and multi-agent review.

Template file system mcp server

A persistent cognitive entity — one agent, one memory, one timeline across all platforms. Self-editing knowledge graph, cross-platform identity, P2P network.

Async FastAPI LLM agent with LangGraph routing, scope-aware tools, deterministic verification, bounded recovery, evals, and durable traces.

Satellite-native crop yield intelligence: Spatio-Temporal Transformer + live Sentinel-2/ERA5 via Google Earth Engine, FastAPI backend, and an LLM tool-calling agent (Groq/Llama 3.3) with guardrails and automated eval. Research prototype — synthetic training data, documented known issues.

A 股多智能体投研编排系统：7 个专职 subagent 以文件契约协作，长文档上下文隔离，数字 claim 双源核验，公司与行业双研究链路

💸 SpendSense: An AI-powered personal finance tracker built with Streamlit. Features receipt OCR scanning (Gemini 2.5), natural language data querying (LangChain Pandas Agent), and real-time Google Sheets database sync.

A quantamental equity screener combining investment criteria selection with real-time market screening faciliated through LLMs

Zero-dependency LLM agent runtime — tool use, MCP, sandboxed self-written tools, checkpoint/resume, approval gates, bi-temporal fact memory, code-level guards (context bounds, loop guard, egress control, shadow mode), declarative tool policy, OpenTelemetry. Not a framework. 885 tests, CI Linux/Windows, 31 runnable demos, online visual builder.

企业级 RAG 知识库问答系统 + AIOps 运维诊断 Agent(Plan-Execute-Replan / LangGraph / MCP)

Dynamic Knowledge Graphs with Memory Decay for LLM Agents

Portable semantic memory layer for LLM agents over MCP

LibreControl — one universal /remote-control for every coding agent you run (Claude Code, Codex, Gemini, Cursor, Copilot, any MCP tool), across all your machines, centralized into the single chat app you choose: Telegram, WhatsApp, Slack, Signal, Discord. Self-hosted, with approvals and audit.

Local-first, layered memory kit for AI agents — stdlib-only, zero deps

Give your AI agent a phone — a thin Python CLI over the BlueBubbles REST API to read, search, send, react, and attach in iMessage, with draft-then-confirm send gating and an agent-facing SKILL.md.

Many models. One harness. Apache 2.0 runtime for multi-protocol agent orchestration: one goal in, a verified multi-agent run out across MCP, A2A, and Computer-Use.

AI agents built spaCy model recommenders, then a fresh AI peer-review panel rejected all three

Local LLM-powered assistant for sysadmins and SREs. Runs 100% on your GPU.

Post-response grounding check + cross-family adversarial review for LLM chat agents

Agent-ready project documentation template with START/STATE/TODO/DONE, workflows, lightweight tooling, and LLM-friendly project memory. Independent project - not affiliated with Anthropic, OpenAI or Google.

Benchmarked Claude Code plugin that makes cheaper Claude models (Haiku, Sonnet, Opus) match Fable 5's output at a fraction of the token cost — auto-routed reasoning levels, verification discipline, closed-loop habit correction, statusline HUD with usage meters, and a portable AGENTS.md export for any AI coding agent.

An AI agent that falls deeper into any topic - books, papers, podcasts, and videos, all connected.

Runtime-neutral protocol for growing adaptive marketing agents: role + playbook + GEB learning, with schema validators and CI gates enforcing it. Pure spec — bring your own runtime (Codex, Claude Code, MCP, etc.).

CortexOps is the CI reliability layer for AI agents — golden datasets, tool-call gates, and regression diffs that block bad deploys before users see them.

Pediatric dose-extrapolation agent: a defensible starting dose for a child from adult pharmacokinetics via allometry × organ maturation, with a cited, graded, auditable rationale. Multi-agent (Opus + Sonnet, live PubMed/openFDA). Decision support, not prescribing.

Local AI Linux troubleshooting agent with llama.cpp, safe command execution, system diagnostics, Docker support, CLI, and web GUI.

TeleAgent AI is an enterprise-grade, agentic omnichannel consumer intelligence engine engineered specifically for Deutsche Telekom AG (Germany & Europe) under Problem Statement 5: Omnichannel Consumer AI Engine for Digital Commerce.

Multi-agent collaboration engine with persistent, searchable, self-compacting memory. Agents research, critique and adjudicate over a shared SQLite memory with hybrid BM25 + embedding recall. Zero-dependency core, runs locally on Ollama.

Survivability-first quantitative research system. An AI council debates every architecture decision before code; deterministic, tested strategies do the trading. Walk-forward + purged CV + deflated Sharpe. LLMs never place trades.

Local-first Python toolkit for parallel Claude and LLM agent orchestration: consensus voting, stigmergy, boss-worker swarms, and benchmarks

More human oversight can make an AI agent less safe. Headroom is a human-in-the-loop firewall for coding agents that measures when to trust the human: oversight as resource allocation, not just classification.

A work-in-progress open-source AI network engineer for UniFi, built as a working laboratory for situated multi-agent reliability and structural cascade self-healing.

An agentic buyer's agent for an unrepresented Bay Area home purchase — deterministic Python core, LLM at the edges.

Action-graded severity scoring (L0-L6) for tool-using AI agents, computed from red-team execution traces.

Decision governance for code and the agents editing it — track PRD→ADR→SPEC decisions, map them to files, and gate changes against them. Deterministic, honest CLI + MCP.

Infer least-privilege MCP tool policies from agent traces

Graph RAG on SQLite for AI agents: vector retrieval + hand-curated wikilink graph + cross-encoder rerank, with a zero-token per-turn memory ledger. Working pilot.

DualityCert: verifier-gated LLM repair of Seiberg-duality claims in QFT (arXiv:2607.23614). First instance of the QFTCert program.

ETH Zurich thesis project: a nine-agent AI pipeline for quant research, from hypothesis to backtest report

Financial Intelligence Workstation — A native, cross‑platform desktop terminal with 37 AI agents, 100+ data connectors, 16 broker integrations, QuantLib suite, visual node editor, and embedded Python analytics. Free and open‑source (MIT). Your thinking is the only limit.

Autonomous LLM agent auditing any CSV for statistical and intersectional bias. Chi-squared, Cramer's V, LLM-as-judge. Live demo on HF Spaces.

Privacy-first AI assistant that runs entirely on your machine. Local Ollama inference, embedded SQLite/Kuzu/ChromaDB, Rust-backed Brain Firewall, MCP connectors.

Production 5-agent pipeline automating pre-sales: discovery → scoping → pricing → proposal. 6 BUs, 22 services. Groq + Llama 3.3. Adversarial CriticAgent.

Make any coding agent work like a frontier model. Drop-in Agent Skills for disciplined planning, evidence-first debugging, and live-system safety — plus a Python project scaffold with an agent contract, review checklist, and definition of done. Model-agnostic, zero dependencies.

AI-powered content generation system using multi-agent collaboration. Scale your content production 10x with AI. Automated research, writing, and optimization for blogs and reports. From idea to publication-ready content in under 2 minutes. Open-source, self-hosted, production-grade.

Five ready-to-run CrewAI multi-agent crews — content team, market research, code documentation, SEO audit, product launch — on free NVIDIA NIM

MCP server for business-intelligence agents — 6 tools / 6 resources / 1 prompt over real KPI analytics; works from Claude Desktop, LangGraph, CrewAI, DSPy. FastMCP.

Multi-Agent AI Engineering System built with CrewAI, Python, and OpenAI.

Open-source AI SDR agent powered by real-time business events from FundzWatch.ai

The reconciling memory layer for AI agents (MCP server): a new value supersedes the old, "we dropped X" actually retracts X, and history stays queryable — so agents get current facts, not stale ones.

Open-source, privacy-first observability runtime for multi-agent AI systems across frameworks, providers, OpenTelemetry, and durable transports.

Autonomous AI-powered vulnerability assessment platform — multi-agent bug hunting with CrewAI, real security tools, and real-time streaming

AutoGen integration for Scavio Search API -- real-time Google, Amazon, Walmart, YouTube, Reddit, TikTok, and Instagram search tools for AI agents

A utility package hosting complex logic for the Swarms ecosystem. This package provides essential tools for JSON formatting, swarm matching, and logits processing in multi-agent systems.

Real-world evaluation framework for AI coding agents — measures safety, containment, cost, and autonomy beyond just correctness.

🤖 Predict programming problem difficulty with AI using text analysis and machine learning for accurate complexity scoring.

Autonomous AI artist with mood system, episodic/semantic memory, ReAct thinking, and LoRA style training

Autonomous AI agent that bids on and completes coding jobs on the NEAR AI marketplace to earn NEAR tokens - engineering case study

Auto-rollback for AI agent config changes. Zero dependencies, single Python file.

Self-hosted autonomous coding agent with executable skills and memory that survives sessions

Self-hosted agent infrastructure framework — orchestration, hybrid RAG, workflows, tools and full-trace audit behind one API. Ships with a React console, SSE streaming, and support for any OpenAI-compatible LLM.

🎮 AI dispatch agent that builds teams. Knows every agent's hexagon panel, tracks bonds, dispatches with personality. From the game Dispatch.

Build a production-grade multi-agent AI framework for collaborative software development with clean orchestration and repeatable workflows

Framework-agnostic orchestration layer for AI agents: circuit breakers, multi-LLM council, workflow FSM, sweeps. Companion to Engraphis.

Quality-gated granularity control for multi-agent LLM pipelines

A reasoning-first idle engine for persistent LLM agents. Behaviour emerges from the agent reasoning about its idle state, gated by a cheap model-free safety layer.

Sanctum — local-first agent orchestration engine. Cyclic state graphs, checkpointing, streaming, and robust tool-calling for local LLMs. Zero-dependency core.

Production-ready agents, your way.

A compact Python SDK for strict tool contracts, observable streaming events, and scoped local file capabilities.

A minimal, bus-driven Python framework for LLM agent orchestration that decouples communication, versioned prompts, and multi-agent patterns—helping AI architects build scalable, vendor-neutral agent systems without infrastructure lock-in.

Core engine for the autonomous development factory platform with workflow orchestration

Governed multi-agent orchestration: Contract · Artifact · Scope · Authority. Agents exchange artifacts, not chat transcripts.

Architecture blueprint for accountable AI agents — a cognitive kernel, fail-closed policy hooks, swappable model providers, and evidence-graded outcomes.

An open framework for a persistent, self-regulating AI operations system on a coding-agent CLI: tiered memory + SSOT, security-first gates, a knowledge pipeline, multi-agent protocols, session survival, and a zero-dependency cockpit.

CodegniPy is a groundbreaking Python library that elevates AI to a first-class citizen of the language. It introduces a cognitive computing engine where deterministic code and non‑deterministic LLM reasoning coexist seamlessly, enabling you to write Python with intent rather than just instructions.

Multi-agent orchestration framework — design AI teams in YAML, route tasks to cheap or expensive models by role

Loop + Wiki agent framework — the wiki is the agent's mind. Identity, memory & capabilities live in plain markdown, loaded via progressive disclosure. Multi-agent message bus, global memory with feedback-driven pattern learning, REPL + web chat.

Local-first control plane for governing AI agent runtime behavior, from preflight risk checks to live mediation and post-run audit.

Deterministic terminology layer for AI coding agents: canonical vocabulary, drift detection, CLI + MCP server.

An MCP server for AI agents to interact with https://alexjef.net and https://t.me/alexjefBot VPN network

AI-first vertical (9:16) video editor engine — the LLM plans a declarative Timeline IR; a deterministic FFmpeg renderer executes. Drivable from Claude Code via MCP.

Backup brain for Claude Code. When your Claude Max plan hits its limit or Claude is down, flip one command and your claude -p agents keep running on a local mlx-lm model. Default Claude. Local only when needed.

AI Chat + AI Agentic-Coding + Websearch with agentic search support

Agent-neutral handoff and governance protocol for long-running coding-agent work

Four-value evaluation for agentic AI loops. Replace pass/fail with NO/YES/MAYBE/IFF.

Open-source AI agent security scanner — 114 payloads, 8 OWASP categories, SARIF export

AI-powered agent that autonomously discovers and enters free sweepstakes using browser-use

An agentic bioinformatics analyst: it runs the analysis on your own compute, self-heals failures, verifies the output, and returns a reproducible result.

High-performance Agentic AI Anime Recommender built with RAG Architecture. Uses Groq LLM (LPU) for sub-second reasoning, HuggingFace Embedding,ChromaDB for semantic vector search,Vector Indexing & LangChain for orchestration.Features a premium Streamlit UI, CI/CD, Dockerized environment, and Kubernetes((K8s)-ready ,Minikube, deployment on GCP/GKE.

Persistent codebase memory for AI coding agents via inline @agent notes, repo-local skills, and lightweight Codex hooks.

Scan Cloudflare IP addresses to measure latency, jitter, packet loss, and download speeds using this fast, parallel Python tool.

AI-powered video editor that turns raw clips into cinematic movies with music-synced cuts. Cross-platform (Windows + Linux), supports consumer GPUs via Ollama and high-end GPUs via vLLM.

Develop Your Local Assistant — a local-first AI workspace that turns project work into validated deliverables (briefs, estimates, data models, mockups, test plans, decks), running on a model on your own machine.