Python agents

CrewAI tools for the Synoppy web-data API — read, search, crawl, map, extract, classify, enrich, images, and screenshot the live web from your crew.

true402 tools for CrewAI — pay-per-call on-chain rug/honeypot & address safety, plus search/SEO data (backlinks, keyword volume, ranked keywords, keyword ideas), for Base AI agents over x402 (USDC, no account, no API key).

MCP server providing web search and content extraction for AI agents

Azure CosmosDB persistence backend for CrewAI Flows with built-in message pruning via agentstate-reducer

Google Firestore persistence backend for CrewAI Flows with built-in message pruning via agentstate-reducer

See what your Cursor agent is doing — GNOME panel, status CLI, optional desk display

CrewAI tools for the Trust Gate MCP server: signed receipts, a read-only-allowlist decision gate, an egress marker check and an exit drill.

LangChain tools for the Trust Gate MCP server: signed receipts, a read-only-allowlist decision gate, an egress marker check and an exit drill.

LlamaIndex tools for the Trust Gate MCP server: signed receipts, a read-only-allowlist decision gate, an egress marker check and an exit drill.

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

The inference boundary layer between your data and outbound AI requests

Payment-aware MCP server + multi-framework SDK for DDG Agent-Payable Services (257 x402/direct-crypto services, OpenAI-compatible gateway)

Streaming, declarative multi-agent workflows for Deep Agents.

AI Powered DevOps RCA Agent

Run local LLMs on low-RAM machines with automatic hardware detection and streaming inference

Django utilities to expose agent-friendly markdown and llms.txt indexes

Mistral OCR plugin for Docling

AI Agent

Guard CrewAI tools with EMILIA Protocol — require an offline-verifiable authorization receipt (EP-RECEIPT-v1) before an irreversible tool runs: missing -> refused, valid -> runs, replay -> refused, forged -> refused (RR-1).

Deploy and benchmark LLM inference on GPU servers using vLLM

Persistent, queryable knowledge storage for AI agents. Markdown source + SQLite + manifest fallback.

Drop-in LangGraph store that merges concurrent writes instead of silently dropping them.

Shared local dashboard UI for Falcon Polymarket and Jupiter trading agents

Autonomous Jupiter Prediction Market agent — Solana execution, tethered to Falcon AI

Autonomous Polymarket trading agent — runs on your machine, tethered to Falcon AI

CncertAgent local WSS log cache, offline analysis, submission, and API adapter toolkit.

A YAML-configured data fetching library for agentic applications.

本地私有知识库 MCP 工具：把文档与代码仓库导入本地向量库，供 Claude 等 MCP 客户端语义检索；纯本地、数据不出机，支持后台导入、80+ 文件类型与 Office 文档

A reproducible, defensive red-team range for financial-services AI agents.

Governance patterns for autonomous AI agents in regulated financial services

A professional-grade AI utility for automated data synchronization and backend management.

Foreman — a supervisor for AI agent crews: watches for drift, catches loops, and keeps the crew on task (relational wellness monitoring)

Forge — AI Agent Harness SDK for Python. Wrap any AI agent with 12-dimension observation, 16 detectors, 14 autonomous intervention strategies.

Finite operational ledger toolkit for AI-agent support, omissions, obligations, certificates, environment assumptions, and transitions.

Robust fragment-aware molecular language with SELFIES-compatible fragment bodies.

LangChain and LangGraph integration for GaaS (Governance as a Service)

OpenAI Agents SDK integration for GaaS (Governance as a Service)

Gemini Omni Flash MCP server for text-to-video, image-to-video, reference-guided video, and conversational video editing

GenieX-Bridge Python binding (llama.cpp backend only) — install via pip install geniex-llama-cpp.

A library containing generation related components in Gen AI applications.

A library containing RAG pipeline builders and presets for Gen AI applications.

A library containing retrieval related components in Gen AI applications.

Persistent, semantic, evaluated news intelligence layer for AI agents — built on top of GNews.

Google-OAuth-gated LLM gateway: verify a Google ID token, then run a Gemini (Vertex AI) completion for the verified caller.

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.

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

A governance harness for autonomous AI agents: a human proposal-gate, budget caps, an independent watchdog, and a full audit trail.

A llama based validator which checks whether a given prompt is safe/unsafe by specifying a set of policies and lists the violating policies when applicable.

Grade the generated response based on provided criteria.

Route a Hermes Agent's local Ollama traffic through the native /api/chat API (honors num_ctx + correct tool-call streaming) instead of the OpenAI-compat /v1 endpoint.

A single, local-first, model-agnostic, tool-using AI agent.

Self-hosted, fail-closed approval server for AI agents (Arbiter)

Shared AgentOps contracts, validators, and GoalOps primitives.

AgentArts

Identity-based security framework. Every node is a user. Everything between is encrypted at rest.

IRIS compliance intelligence from LiteLLM config and proxy — keep your router, add governance

Standalone OpenTelemetry auto-instrumentation for jiuwenclaw / openjiuwen

Cached LLM client with Ollama + Anthropic provider dispatch, fixture mode, and JSON-schema-strict completions.

Generic RAG implementation

LangChain integration for AgentLine — give AI agents real phone numbers for calls and SMS.

LangChain tool for ChronoVerify: verify when a photo was taken and its provenance (C2PA Content Credentials, EXIF, pixel forensics).

LangChain chat model wrapper for the Claude Code Agent SDK — Mimir distribution of langchain-claude-code with bundled adapter fixes (upstream PRs #2/#4/#6, unmerged). Import package remains ``langchain_claude_code``.

LangChain / LangGraph integration for comply54 — African AI agent compliance enforcement

Docker sandbox backend for AI agents - execute code safely in isolated containers

Mimir persistent, local, encrypted memory for LangChain — tools and a retriever backed by the Mimir MCP engine.

LangChain tools for Novada — web search, scrape, crawl, extract, research & proxy — derived LIVE from the Novada MCP server (zero contract drift).

NVIDIA OpenShell sandbox backend for LangChain Deep Agents

LangChain document loader for pdfmuse — deterministic PDF/DOCX parsing for RAG.

QuantumScan tools for LangChain, LangGraph, CrewAI, and AutoGen — pre-transaction safety checks and post-quantum cryptography scanning for autonomous agents.

LangChain-native equivalent of Google ADK's RemoteA2aAgent — invoke remote A2A agents as LangChain Runnables and tools

An integration package connecting SearchApi.io and LangChain

An integration package connecting SibFly (measured ground motion per US address, from NASA InSAR) and LangChain

LangChain tools for Signatrust — cryptographically signed, tamper-evident AI Decision Receipts.

Superserve sandbox integration for Deep Agents

LangChain tools for the Synoppy web-data API — read, search, crawl, map, extract, classify, enrich, images, and screenshot the live web from your agent.

An integration package connecting TheCrawler and LangChain

LangChain integration for Tokonomics — AI cost metering, budget alerts, and spending caps for LLM API calls.

Tool governance and auditing framework for LangChain

LangChain VectorStore integration for VectorAmp

An integration package connecting Verifly (agent-native email verification) and LangChain

LangChain integration for XYNQ — decentralized OpenAI-compatible inference.

LangChain integration for ZeroEntropy zerank rerankers

A multi-agent teams implementation using LangGraph (Blackboard & Mailbox architecture)

ScyllaDB checkpointer for LangGraph

LangGraph abstractions for hierarchical multi-agent systems

SurrealDB checkpoint persistence and cross-thread stores for LangGraph.

LangGraph checkpoint saver for Azure CosmosDB with built-in message history pruning via agentstate-reducer

LangGraph checkpoint saver for Google Firestore with built-in message history pruning via agentstate-reducer

Official Python SDK for the Larkup RAG API

Generic OpenAI-compatible endpoints (OpenRouter, Together, Groq, self-hosted vLLM/TGI, ...) as a first-class Langflow model provider, packaged as a standalone Extension Bundle.

vLLM as a first-class Langflow model provider, packaged as a standalone Extension Bundle.

A global reusable LLM Registry wrapper for LangChain models with unified error mapping for Lighthouse Agents Factory

LlamaIndex reader for pdfmuse — deterministic PDF/DOCX parsing for RAG.

llama-index tools chronoverify integration

Scavio real-time search and URL extraction tools (Google, Google News, Reddit, YouTube, Amazon, HEB, Kroger, extract, website map, crawl and batch) for LlamaIndex

LlamaIndex tool integration for SearchApi.io — multi-engine web search

llama-index tools SibFly integration — measured ground motion per US address from NASA InSAR