Python agents

OKF-aware virtual filesystem backend for LangChain Deep Agents (Open Knowledge Format).

Autonomous security scanner for AI agents. Detects prompt injection, tool abuse, data exfiltration, and OWASP ASI Top 10 vulnerabilities.

Compression with a quality contract — cache-aware, causally-pruned context compression for agentic runtimes, gated by a statistical non-inferiority test.

Free local AI agent: zero-setup local LLM (llamafile/GGUF), Groq, Gemini, Ollama — HTTP API, sessions, streaming, tool use

LangChain tools for the GhostCrawl web data API.

A lightweight multi-agent framework built on top of pydantic-ai.

Keenable web-search and page-fetch components for Haystack. Keyless by default.

LangChain tool for Ceki — real Chrome sessions for AI agents

Husk sandbox integration for Deep Agents

Talordata SERP tools for LlamaIndex agents.

A small package to fuzz test LLMs

Быстрый доступ к LLM через api.llm7.io без API-ключа

Renamed to cdv — a research preview of a dual-loop evaluation architecture for agentic LLM systems.

Security & quality audit for AI-agent extensions (Claude Code skills, MCP servers, plugins) — scan before you install.

基于 Ollama + RAG 的智能问答系统

An MCP server that offloads cheap work from your cloud LLM agent to a local Ollama model.

The billing layer for AI agents — self-hosted, Stripe-integrated usage metering and prepaid-credit billing for LLM/agent spend.

LLM-assisted qualitative survey coding with auditable Excel workbooks

Lightweight evaluation metrics for RAG (Hit@k, Recall@k, Precision@k, MRR, nDCG, and more)

RAGfly CLI — operate RAGfly from the terminal and CI (login + cloud API). Lightweight, no desktop dependencies.

One vLLM plugin for transparent RAIF token savings — install it and existing OpenAI clients get RAIF on tools & response_format with no proxy and no client changes.

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

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

SemantixRAG v2.0 — AI-Native Data Platform with GraphRAG, Compliance, and Observability

Spine 家族的通用多 agent 协作框架:agent / tool / 编排 + MCP / A2A 协议缝(离线优先,依赖 corespine)。

Pluggable multi-layer LLM jailbreak defense pipeline

MCP server bridging the Antigravity (agy), OpenAI Codex, GitHub Copilot, Cursor, Grok Build, and Kimi Code CLIs so Claude Code can drive them as sub-agents

Python client for Agent Payment Guard

Server SDK for agent-phonon — orchestrate AI agents across multiple devices.

Centralized API provider management for AI coding agents

A zero-dependency skill memory, testing, and refinement engine for AI agents.

AgentAuth — attested identity and verifiable execution receipts for autonomous AI agents

AgentGuard — AI Code Security Scanner + Auto-Fixer

Deterministic log templating on top of Drain3, packaged as an artifact for AI agents.

#An MCP which add terminal capabilities to an agent

A friendly, batteries-included toolkit for building AI agents in Python.

Shared sensing contract for AI-agent graders — the verdict/report/intent/handoff models and the Sense protocol behind AgentVision (eyes), Audel (ears) and Verel (brain).

Turn any project idea into a verified, sprint-ready agile task board — inside your AI coding agent

Open, content-addressed agent identity references bound into the pinned AlgoVoi substrate (agent_id + issuer + scope + validity window; L1 frozen)

A practical Python toolkit for building production-grade AI agents with Plan-Execute, Error Reflection, Tool Routing, Dashboard, Access Control, MCP Server, StateGraph, CrewRole, and TypedAgent.

Serverless radar for Amazon Bedrock — deploy a Lambda that logs prompt/latency to S3, then analyze it.

Haystack integration for Azure Document Intelligence using the Form Recognizer SDK

MCP server exposing the Modern-Expo virtual Business Analyst Knowledge Base (read/derive tools).

Track warm/cold status of Claude Code sessions in a dedicated DuckDB file

Open source development-process tooling for human and agent coordination across Git repositories

Entra ID user enumeration and auth method discovery via the public GetCredentialType API

Remove Claude/AI attribution from a GitHub repo: clean history, force-push, and refresh the Contributors graph.

MCP server for Drupal RAG, file access, routes, and safe Drupal commands

Connect any machine to the ED Civilization Network. Earn EDC passively.

EVEZ evez-daw-agent

Production-grade reusable agent loop SDK — custom ReACT, JSON-mode tool calls, MCP client, pluggable LLM/state/tools.

JWT-gated LLM gateway: authenticate (bcrypt/JWT), then run a LangChain-on-Vertex Gemini completion. Unauthenticated calls are rejected.

JWT-gated LLM gateway: authenticate (bcrypt/JWT), then run a LangChain-on-Vertex Gemini completion. Unauthenticated calls are rejected.

Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith tracing.

LangChain tools for Hlido — vet an AI agent against its independent, evidence-backed trust score before delegating to it.

Python client for the Hunch agent platform — keyless, no-cap x402 prediction-market betting on Base.

SSE thin-layer SDK: LangchainAgentEvent → standard SSE for langchain_agentx_stream_ui

LangChain integration for Xpoz social media intelligence — Twitter/X, Instagram, Reddit, TikTok

One binding deadline for every inner timeout in a LangGraph node — clamp inner budgets to the cooperative deadline so work salvages instead of getting killed by the watchdog.

A lightweight, zero-dependency, provider-agnostic LLM agent with tool-calling support for Anthropic, OpenAI, Gemini, and Ollama.

Scriptable LLM multiplexer — unified interface to Claude and OpenAI via subscription OAuth

ローカルLLM（mlx / mlx-vlm / llama.cpp / vLLM / SGLang）を OpenAI 互換 API で束ねるマルチモデルゲートウェイ（サーバー）。gateway.toml のカタログを 1 ポートで配信し、model で振り分け・遅延起動・LRU 退避・MTP 高速化（Ollama 流の共有デーモン）。接続用クライアントは別パッケージ local-llm-client。

Haystack integration for microsoft_sharepoint

npm audit for your AI agent's extensions: inventory installed MCP servers/skills and flag known-vulnerable (OSV), abandoned, and unpinned ones in CI.

Keep AI-agent instruction files (CLAUDE.md, AGENTS.md, Cursor rules, Copilot) in sync from one source of truth, with a CI drift check.

The FastAPI of AI Agents — build production-ready AI agents, teams, RAG, and workflows from one package.

Simple ollama ai agent base for allowing a ai to run python functions

OmniAgentMemory — a namespaced, structured memory service for Claude Code and other agents

Haystack integration for openapi

Multi-model deliberation agent for OpenRouter Fusion on free models — CLI + MCP server for opencode

Local MCP gateway that proxies AI clients to many MCP servers with a token-efficient code mode

Tool-use agent with optional LLM brain via Ollama. Pure Python stdlib.

A lightweight debugger for RAG pipelines

Static security scanner for RAG pipelines

Reusable agent runtime package boundary

Optional Docling adapters implementing the runic.rag DocumentParser/DocumentChunker ports.

Drive the Claude Code CLI (`claude`) headlessly as a runspec runnable

Fault-tolerant streaming wrapper for the official OpenAI Python SDK.

Slack bot bridge to a local coding-agent backend.

Reserved name for the Spine family (RAG). Placeholder — see homepage.

LangChain VectorStore integration for VectorDB (Vektra)

Zespan observability middleware for Microsoft AutoGen

Agent IA d'audit technique de projets — analyse le code source et génère un rapport structuré en Markdown et PDF.

Isolated config launcher for coding agents (Claude Code / Codex / Hermes / OpenCode)

关系感知 Skill — 多 Agent 系统的社会层

Idiomatic, zero-dependency, provider-agnostic Python safety layer for AI agents: least-privilege permissions, prompt/input/output guards, sandbox + SSRF guards, quotas/rate/deadline/concurrency/risk budgets, loop detection, human-in-the-loop approval, constitutional rules, action previews, honeytokens, audit/tracing, and Claude/OpenAI/Gemini/MCP tool-call integration.

Local agent status reference implementation

Production reliability suite for LangChain/LangGraph multi-agent systems

Lightweight SDK for tracking AI agent costs and reliability with AgentAxon

Inline circuit breaker for LLM agents to prevent stuck loops, budget overruns, and output bloat.

A permission gate for AI agent tool calls. Stops dangerous actions before they execute. Safe under many concurrent agents.

CLI tools for agentharnesses.io

Make a FastAPI app agent-ready in one line.

Permission policy mediator for Claude Code, Codex, OpenCode, Gemini CLI, and Kiro.

Cut AI agent token costs. One line of code. Drop-in supervisor for LangChain, LangGraph, AutoGen, CrewAI, and Smolagents.

Chrome DevTools for AI agents — capture, view, and debug agent traces

Full-process autonomous scientific research agent — from literature search to LaTeX paper

An HTTP service that compiles Asymptote (*.asy) sources into rendered output (PDF, SVG, EPS, PNG, JPG).

Agent-native knowledge compiler — 27 CLI commands, 15 MCP tools, 10 domain packages. AI agents turn raw documents into persistent, cross-linked Markdown wikis with modular architecture, concurrency control, multi-provider LLM support, hybrid search, entity resolution, claims tracking, Louvain/Leiden community detection, grounded 'ask this wiki' QA, and contradiction-aware evidence confidence