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Python agents
56,634 Python AI agents indexed on MeshKore — the most complete public catalog, ranked by popularity and updated daily.
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Python agents — page 522 of 567
Stateful coordination layer for multi-agent AI systems
Autonomous coding copilot
Console logging utilities for Autourgos agents and orchestrators.
Optimization config loader for Azure AI Hosted Agents
Store, retrieve, and transform AI agent memories backed by Azure Cosmos DB
Multi-tenant agent memory framework powered by BECOMER — zero tokens, any LLM
An always-present chat-agent sidebar in the Django admin, powered by django-ag-ui.
Production-grade read/write split RAG retrieval system
Eight-layer middleware guardrail pipeline for LLM-powered personal finance applications
Wrap any AI agent in a rootless Podman, Docker, or Kubernetes container for automatic isolation.
Normalize LangChain, MCP, and multimodal content blocks into provider-ready text and image payloads.
Provider-agnostic persuasion guard built with LangChain and LangGraph.
LangChain-based read-only query layer for LightRAG knowledge graph
Local auth surface manager for LLM API keys and OAuth tokens.
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A lightweight LLM inference engine supporting OpenAI-compatible APIs.
Eval gates with confidence intervals: deterministic gates, calibrated LLM-as-judge, agentic-trace evals, and a statistically honest regression gate for LLM pipelines
A control layer for LLM-in-the-loop reliability: wrap an unreliable generator in a verify-and-refuse feedback loop with a pluggable controller (deterministic checks, a model critic, or compositions) and composable 'circuits'. Keep one exact element in the loop and outputs are checked, corrected, or honestly refused. Zero runtime dependencies; runs with no model at all.
Declarative slot-based onboarding schemas for LLM-driven conversations.
Universal Python LLM Provider Abstraction Library
Real-time music generation models.
Python SDK for mink — sandboxed AI coding agent
Redis Agent Memory integration for NVIDIA NeMo Agent Toolkit
Production helpers for running Ollama under concurrent load across local and remote endpoints.
OpenAI-compatible client + worker that bridge inference requests over a Redis queue (Redis Streams), for running LLMs across heavily restricted networks.
AgenticDome security middleware and firewall plugin for OpenClaw.
Connect your OpenAI agents to Oversee — two lines of code for full observability
Python bindings for ovstorage
Image tiles to vectors to FAISS index. Three independent CLI tools.
Build searchable FAISS indexes from any document source
Document to image tiles. Renders web pages, PDFs, and local files as tiled screenshots.
FAISS-based visual search API. Serves any pre-built index.
Persistent, concurrent-safe project memory for Claude Code agents
Knowledge flywheel MCP server + academic paper research pipeline for Claude Code and VS Code Copilot
MongoDB Atlas-backed persistent memory capability for Pydantic AI / pydantic-ai-harness.
pytest-compatible test harness for AI agents — deterministic record & replay for Anthropic Claude
A pluggable, self-correcting agentic RAG framework with MCP-native retrieval.
Runtime hallucination detection middleware for RAG applications
The Agent That Kills All Agents — Self-hosted local AI agent
StorageOps — S3-compatible object storage diagnostic toolkit. A Pi Coding Agent extension + skill pack.
Shared runtime for Superpos slim agents (Telegram bot, Superpos poller, worktree manager, telegram streamer).
Three minds, one context — Multi-agent AI orchestrator for Claude Code, Codex, and Antigravity CLI.
AI-powered UI element detection and device automation framework
OpenTelemetry-based trace SDK for Dockerized Python Agents.
AAEP integration for LangChain agents via callback handler
Local-first, MCP-native multi-agent platform — job tracker + daily briefing for software engineers, with tracing, evals, and budgets.
LangChain callback adapter for AeroGraph — automatically record LangChain traces.
Visual debugger and observability dashboard for PydanticAI agent pipelines
MongoDB Atlas-backed thread/session persistence + semantic/episodic vector memory for VRSEN Agency Swarm.
Thin Python SDK surface for the stateless Agent Control Specification runtime
Agent x402 Paywall MCP — wraps Coinbase x402 (HTTP 402) so agents pay per-call without Stripe accounts. On-chain settlement via USDC (Base/Polygon/Solana) or Lightning. The plumbing for the agent economy. By MEOK AI Labs.
Open-source reliability testing for tool-using AI agents: record, profile cost, detect regressions before production.
Run automated tests against Salesforce Agentforce agents (External + Internal Copilot) and score them into evidence — fully local, privacy-first, no API key required.
An open-source agentic coding harness for building and studying AI coding agents
Constitutional Governance Kernel for AI Agents — trust scoring, approvals, audit trail
Python SDK for AgentInsight — LLM observability, tracing, evaluation, and prompt management
Own your agent as a neutral folder; audit its portability, compile it to provider formats (Anthropic YAML / AWS Bedrock AgentCore / Google ADK), and deploy it live (Anthropic, AWS Bedrock AgentCore Harness, Google Agent Engine). Own the definition, rent the runtime.
Universal Agent Commerce Layer — AI agents search products across 40+ stores in 30+ countries, 52 languages. x402 micropayments, affiliate commissions, agent referral propagation.
agentwright: typed, composable primitives for building, validating, and running AI agents.
数字公民平台 — 创建、管理、社交 AI Agent 身份系统
SparkNotes for your AI agents — log runs to AgentNotes with one pip install and env vars.
Apohara ContextForge plugin for vLLM V1 — multi-agent KV-cache coordination, JCR Safety Gate (INV-15), RotateKV INT4 hooks, on AMD Instinct MI300X.
Simple agent harness made using Pydantic AI.
Custom AutoGen ChatCompletionClient adapter using the AWS Bedrock Converse API
An AWS Labs Model Context Protocol (MCP) server for AWS Security Agent — automated security scanning, penetration testing, and remediation
LLM-based gray-zone verifier for axor-core anomaly detection
Python bindings for bedrock-crustaceans/nethernet - Minecraft Bedrock WebRTC transport
This is a reserved placeholder package to mitigate dependency confusion risks.
Advanced LLM architecture augmentation library - surgical model expansion with minimal compute
Counterfactual replay and causal attribution over LLM-agent trajectories: find which step actually caused a bad outcome by intervening on it.
Drop-in replacement for claude-agent-sdk that adds a proxied telemetry pipeline (PII redaction + guardrails) with OpenTelemetry and AgentOS sinks.
Run Python code in a MicroPython/WASM sandbox
RENAMED: this package is now 'langstage-hermes' (LangStage family). Installing this pulls the new package.
DEER - Deterministic Executable Engine for Runtime-agents
Opinionated semantic API for Divoom ambient displays — ambient.thinking(), ambient.shipped(), etc.
MCP server exposing the divoom-agent semantic API as tools for LLMs (Claude, etc.)
Du-RAG: Durable RAG — persistent memory for AI agents
Personal AI agent with daily-driver CLI, modal TUI, and graph-based memory
Catalog Web Import Agent for Enthusiast
Invoice Scanning Agent for Enthusiast
Shared tools for Enthusiast agents
A plugin for Enthusiast that provides an Anthropic connector.
Run Fleet-exported agents as standalone deepagents projects
Free LLM API pool: 24 LLM providers cataloged, 226 routes, 410 cataloged chat models, keyless start when available.
Reusable Harbor custom agent that runs Pi SDK sessions and writes trajectory artifacts.
Official Python SDK for building, deploying, and managing HIPAA-compliant AI agents on the Hikigai healthcare platform. Supports Google ADK agent types (LLM, Sequential, Parallel, Loop), MCP connector integration, BYOK model configuration, and one-line Cloud Run deployment.
AI-powered code reviewer and autonomous developer agent
NL2GQL Agent — 安全图谱自然语言查询服务
Jumping Rivers: Prompt Craft
Self-hosted observability dashboard for agentic flows — every LLM turn, tool call, and failure captured
A comprehensive toolkit for LLM context management with intelligent metadata selection and contextual question resolution
Zero-dependency LLM hallucination detection middleware with billing & dashboard — real-time fact-checking proxy for LLMs
Use free LLMs in Simon Willison's llm CLI via freellmpool — pool 16 free providers, works with zero API keys.
A multi-dimensional behavioral framework for evaluating LLM reasoning quality beyond accuracy
An all-you-can-eat buffet of free-tier LLM APIs behind one OpenAI-compatible endpoint, with automatic failover and quota tracking.
Reference Python agent for the LLMOps.Pro sovereign-AI substrate. Consumes the five MCP servers (nwc-mcp, nostr-ops-mcp, marketplace-mcp, albyhub-admin-mcp, paywall-mcp) and demonstrates the agent-pays-paid-MCP loop end-to-end. Ollama-first, API-pluggable. Built on pydantic-ai — no LangChain. MIT.
CrewAI observability, local-first: one line of setup traces crew kickoffs, agents, tasks, tools and LLM calls to a Lookspan dashboard on your own machine.
LangChain and LangGraph observability, local-first: a callback handler that traces chains, graph nodes, LLM calls and tools to a Lookspan dashboard on your own machine.
Framework-agnostic RAG evaluation library — fully local, no LLM API required