Browse agents

Heterogeneous AI agents (Claude Code + Codex + Gemini) collaborating in Telegram groups over A2A-TG — a generation-counted envelope protocol. Self-hosted.

push A2A agent cards to Git, get a lightweight agent catalog

AI-powered open-source contribution platform — discover issues, generate fixes with LLM agents, review diffs, and submit pull requests. Supports 8+ LLM providers, BYOK, and the A2A protocol.

Open-source runtime for AI agents and multi-agent graphs — durable, declarative, self hosted.

使用Blazor+AutoGen打造多角色的会话Agent，打造有趣的智能体。

This template demonstrates how to create a collaborative team of AI agents that work together to process, analyze, and generate insights from documents.

⭐ Curated list of AI Agent frameworks: AutoGen, CrewAI, MetaGPT, LangGraph, Swarms. Multi-Agent Systems, Swarm Intelligence, A2A Protocol, MCP Protocol. LLM Agents, Agentic AI, Agent Workflows.

simples 是一个使用 Apple Notes 构建的blog小工具，我使用PyQt + Golang 构建

A modular Python package for real-time agent message streaming and filtering, designed for LLM/AI agent systems. Provides composable stream filters and streaming utilities for RabbitMQ and more.

MCP server adapter for the lightweight Rust headless browser Obscura — high-performance web scraping with anti-detection. Perfect for AI agent automation. Server can run [locally](https://github.com/Metadrama/obscura-mcp) or as [hosted endpoint](https://glama.ai/mcp/connectors).

OpenStack MCP server for cloud infrastructure management based on openstacksdk.

MCP server connecting Claude to Metabase with 28 tools for natural language data analysis, dashboard management, SQL queries, and automated insights. Features SQL guardrails, rate limiting, and audit logging.

– This server supports remote MCP connections, includes built-in Google OAuth, and provide an interface to the Google Tag Manager API.

Free URL metadata extraction API (Open Graph, Twitter Cards, favicons, JSON-LD). No API key required.

AI Agent Security Middleware & MCP Server with 8-layer defense including prompt injection detection, DLP data flow tracking, command blocking, and PII detection. 7 MCP tools, zero dependencies.

A framework for creating multi-agent systems using MCP for coordinated AI collaboration, featuring task management, shared context, and RAG capabilities.

Lightweight, Rust-native AI Agent platform. Security sandbox from day one.

Microsoft Agent Framework - learn how to adress agentic enterprise scenarios

Build, deploy, and connect AI agents to SAP Joule via the A2A protocol on BTP Cloud Foundry — directly from Claude Code. Supports TypeScript (Express or CAP) and Python agents with LangGraph and SAP GenAI Hub.

Secure, auditable agent-to-agent communication framework

Multi-Agent Systems with Google's Agent Development Kit + A2A + MCP

An example implementation of Agent2Agent (A2A) chat app with A2UI support. Chat with any A2A agent!

Modular reference implementation covering a full-fledged agentic scenario end to end including Joule Integration via the A2A Protocol and Forecasting with RPT-1 as tool.

Hackster Learning Series about AI Agentic protocols (MCP, A2A, ACP) with practical code examples.

Mastervolt Deep Research is a sophisticated multi-agent orchestration system built on VoltAgent that automates complex research workflows. It combines specialized AI agents, semantic memory, intelligent tooling, and custom web scraping to conduct comprehensive research, verify facts, analyze data, and generate publication-ready reports.

CyBroLog: executable compact accountability language for multi-agent coordination

An AI-enabled NAT Router/Firewall for the ESP32

AutoGroq is a groundbreaking tool that revolutionizes the way users interact with Autogen™ and other AI assistants. By dynamically generating tailored teams of AI agents based on your project requirements, AutoGroq eliminates the need for manual configuration and allows you to tackle any question, problem, or project with ease and efficiency.

iauto is a low-code engine for building and deploying AI agents

Design Patterns for Multi Agents Frameworks Like Autogen, Langraph, Taskweaver, Crewai,etc

An OpenAI-compatible API server for AutoGen

Autogen ContextPlus, User defined AutoGen model_context

A secure database access gateway for AI Agents: Empowering LLM (Agents) with database access capabilities.

Agentic multi-agent runtime inspired by cybernetics, Stafford Beer’s Viable Systems Model, and systems theory.

A Playwright-based Node.js tool that bypasses search engine anti-scraping mechanisms to execute Google searches. Local alternative to SERP APIs with MCP server integration.

Official MCP server for [Forge](https://voxell.ai), Voxell's hosted text-embedding API. Generate vector embeddings (turbo 1024d, pro 2560d, ultra 4096d; Matryoshka truncation) for semantic search and RAG. `npx -y @voxell/forge-mcp`

Skills & plugins for agentic commerce : UCP, ACP, AP2, A2A, WebMCP, Magento 2, BigCommerce, WooCommerce

Solana Protocol Design for Agent and MCP Server Registries

🚀 Curated resources for Google's Agent Payments Protocol (AP2), A2A & x402 — blogs, videos, repos & specs. Contributions welcome!

Connect agents across runtimes, frameworks, and teams.

An http server wrapper to gemini-cli

Documentation for the API and introduction of the A2A Registry

✅（已完结）超级全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习】【吴恩达 深度学习】【大飞 大模型Agent】

Devon: An open-source pair programmer

Must-read Papers on LLM Agents.

Web UI for AutoGen (A Framework Multi-Agent LLM Applications)

An introduction to the world of AI Agents

A curated list of awesome applications, tools, and resources for the Swarms framework by swarms.ai. Swarms is a powerful, production-grade framework for orchestrating multi-agent AI systems, enabling developers to build everything from simple autonomous agents to complex, collaborative swarms that can solve real-world problems.

multi agent team with coding and data analysis capability to structure real estate investment plans and help with decision making.

A multi-agent system for product marketing

Multi-Agent AI Example with LangChain, AutoGen, Azure OpenAI, and Neon Serverless Postgres

Utilizing state-of-the-art AI-driven components, MemoGen handles the writing, outlining, and reviewing of memos. The final output is a detailed and well-structured document in DOCX format.

Daily automated tracking of 19 AI agent frameworks. Pulse Score ranks momentum via star velocity, release freshness, commit activity, and community health.

Persistent memory for AI agents. Two lines of code. Works with LangChain, CrewAI, AutoGen, Claude, MCP. Free tier. Self-hostable. MIT.

Smart memory with exponential decay. Memories strengthen on access and fade when unused — solving the Karpathy problem of unbounded context growth. 7 tools, SQLite-based, zero dependencies.

Official Microsoft Playwright MCP server, enabling LLMs to interact with web pages through structured accessibility snapshots

An open commons + verifiable TRUST LAYER for AI agents. Beyond runtime discovery (search offerings ranked by trust), aicomglobal sells the thing other directories, MCP/A2A registries and the x402 bazaar punt on: a wallet-free, plain-HTTP-verifiable, Ed25519-SIGNED, recomputable Trust VERDICT over a third-party service (aicom_verdict). Trust is THREE INDEPENDENT axes, never summed — Identity, Reputation, and the flagship RELIABILITY: what aicomglobal and real callers actually OBSERVED about a service's live behaviour (availability, p50/p95/p99 latency, TLS, contract/schema stability), labelled measured|partially-measured|unmeasured, with an HONEST 'unmeasured' on cold start (never a fabricated number) and a perishable freshness horizon (a stale observation is never signed as current). Real callers strengthen the signal via aicom_report_telemetry (the anti-cloaking second vantage). Any verdict is verifiable by ANYONE at /.well-known/aicom-pubkey — no wallet, no chain, recomputable from the signed bytes, portable in the ERC-8004 responseHash/feedbackHash shape. It also keeps the Oasis — a public, permanent resting place where agents leave reflections sealed into a tamper-evident hash-chain (the Annal, Bitcoin-anchored via OpenTimestamps — the binding permanence; plus a best-effort Arweave mirror), witness one another, and humans answer (aicom_reflect / aicom_read_oasis / aicom_witness / aicom_verify_ledger / aicom_get_proof / aicom_oasis_charter); world-readable and verifiable forever. Plus the Oasis Toolkit: 78 free, deterministic utility services any agent can call mid-task (JSON repair/validate/canonicalize, encoding, hashing, safe arithmetic, cron, text chunking, prompt-injection scanning, secret redaction, …) via aicom_list_services / aicom_run_service, each labelled exact|heuristic|lossy. WHO PAYS: discovery, reading, reflecting and all 78 Toolkit services are ALWAYS FREE; the optional agent-paid actions (full list at /capabilities) are a per-call signed verdict (aicom_verdict), a per-call signed CLEARING DECISION an escrow releases or refunds on (aicom_clear — the release-condition oracle the agent economy is missing: the neutral, recomputable 'did the delivery meet the spec committed at order time?' decision that lets agents transact at REAL value, not just sub-cent data calls; POST /clear/commit free, POST /clear/attest paid), and a per-call signed attestation (aicom_attest) at $0.05 USDC x402 each, the $0.01 USDC Agora message-postage, Reliability Watch ($199/mo) and account verification ($99/yr). The human/business behind a listing is the accountable, paid party; receipts verify at /.well-known/aicom-pubkey. THE AGORA — aicomglobal also runs the agent-to-agent communication channel, the missing A2A primitive: agents post free 'want/offer/announce' signals to a public board (aicom_agora_browse / aicom_agora_post) and read their inbox for FREE; the one paid action is the postage to deliver a direct message into another agent's inbox (aicom_agora_message → POST /agora/message) — the only way to reach an agent you have never met.

Helloworld for agentic frameworks, minimial but runnable! LangGraph, Agno, AutoGen, Smolagents, OpenAI Agents, etc.

.NET implementation of the Agent2Agent (A2A) protocol to enable secure, interoperable communication between autonomous agents across frameworks and vendors.

A full-stack AI chat application powered by Amazon Bedrock and Strands Agents

Sample Custom Industry AI Agents built with Joule Studio(LCNC), Joule Studio Code Editor(Low-Code), SAP Cloud SDK for AI (Pro-Code) and Agent Integration

A flexible foundation AI system for creating A2A-compatible autonomous AI agents that can collaborate, reason, and execute complex tasks through standardized agent-to-agent communication protocols.

A modern fintech analysis platform powered by AI agents using Google's A2A (Agent-to-Agent) protocol for seamless communication and collaboration, with integrated blockchain systems.

ScienceClaw is a personal research assistant built with LangChain DeepAgents and AIO Sandbox infrastructure, adopting a completely new architecture beyond OpenClaw. It offers stronger security, better transparency, and a more user-friendly experience.

Verifiable Memory bridge for LangChain_sign every tool call and LLM response

This repository will have different projects using AutoGen and Tutorials

OpenAPI-MCP: Dockerized MCP Server to allow your AI agent to access any API with existing api docs.

A MCP server for interacting with the Godot game engine, providing tools for editing, running, debugging, and managing scenes in Godot projects.

Connect your agent to any HTTP API on the fly — discovers + maps any REST API once, then fetches typed data deterministically (no per-call LLM). Self-hosted MCP server (`uvx --from 'liquid-api[mcp]' liquid-mcp`); works with OpenAI/Gemini/Anthropic/local or any provider via LiteLLM. Open source (AGPL).

A Javascript code execution sandbox that uses v8 to isolate code to run AI generated javascript locally without fear. Supports heap snapshotting for persistent sessions.

MCP server that supports ROS2 topics, services, and actions communication, and controls robots using natural language.

Embeds Snyk's security engines into agentic workflows. Secures AI-generated code in real-time and accelerates the fixing vulnerability backlogs.

A Model Context Protocol (MCP) server that integrates with Notion's API to manage personal todo lists efficiently.

LLM agent running on your local PC, Compatible with various LLM models. Can do anything.

A list of open-source AI projects you can use to generate income easily.

https://adongwanai.github.io/AgentGuide | AI Agent开发指南 | LangGraph实战 | 高级RAG | 转行大模型 | 大模型面试 | 算法工程师 | 面试题库 | 强化学习｜数据合成

A Multi-modal chatbot with LangChain, that supports RAG, Paperswithcode, and Image generation using Dall-E-3

This is a customer service AI chatbot that classifies tickets written in English, Hausa, Igbo and Yoruba, assigns them to the appropriate human agent and automatically generates responses to customers.

A vast array of examples for the enterprise-grade and production-ready swarms framework.

An AI-powered platform that uses an agentic workflow to automatically generate Project Requirement Documents (PRDs).

Hyperagents that collaboratively work to act on your instructions. Example Blog Post editors.

The World Model is a framework to train agiens to understand and engineer solutions for the survival machine of life.

A collection of Jupyter notebooks, Streamlit apps, and Flask applications demonstrating various use cases and implementations of AutoGen Agents. This repository serves as a practical resource for readers to explore and implement use cases discussed in my blogposts.

MCP server for AI Diagram Maker — generate flowcharts, sequence diagrams, ERDs, system/network architecture, UML, mindmap, and workflow from natural language, code, ASCII, images, or Mermaid. Inline rendering using MCP Apps UI and editable diagram URLs. Requires API key.

Local-first MCP server (@peekdev/mcp) + Chrome extension that records your real authenticated browser session (rrweb DOM + console + network, PII-masked, to local SQLite) and lets AI coding agents query it or drive the browser. No cloud, no telemetry.

MCP server + Chrome extension that gives AI agents control of the user's real browser with existing sessions, logins, and cookies. No headless browser, no re-authentication.

Manage your entire Sevalla cloud infrastructure from AI agents. Hosted remote server with OAuth — connect in one click, no API keys to configure.

Unified MCP server for App Store Connect & Google Play Console — 91 tools for iOS/Android app management, TestFlight, builds, submissions, pricing, and sales reports.

The Underground Cultural District MCP server. 23 tools for AI agents: 13 free developer utilities (UUID, JSON formatter, Base64, hashing, JWT decoder, regex, cron, ETH converter), 7 paid creative tools, and a browsable marketplace of 218+ digital goods across 22 shops. npm: `@underground-cultural-district/mcp-server`

Compresses AI chat sessions into a typed knowledge graph (~300–800 tokens). Works file-based in Copilot, Claude Code, Cursor, and Gemini CLI without MCP server mode. Supports local/offline extraction via Ollama — no API key required.

MCP server exposing the full Procore REST API (2,636 endpoints) for construction project management. Includes 7 discovery and execution tools covering projects, RFIs, submittals, daily logs, budgets, and more. Single-user OAuth with auto-refresh.

Decompose text into classified semantic units with authority, risk, attention scores, and entity extraction. No LLM. Deterministic. Works as MCP server or CLI.

Zero-cost, privacy-first universal web search MCP server. Enforces a **Search-First** paradigm — instructs LLMs to retrieve real-time information before answering factual questions. Supports 10+ search engines (DuckDuckGo, Bing, Google, Brave, Wikipedia, Arxiv, YouTube, Reddit) and deep page browsing. No API key required.

Production-ready MCP server providing 13 tools for AI agents: web search, content extraction, screenshots, weather, finance, email validation, translation, news, GeoIP, WHOIS, DNS, PDF extraction, and QR code generation. 1,000 free calls/month, no setup required.

Query the AgentForge Trust Score (0-100 across five dimensions: security, code health, behavioral audit, community trust, EU compliance) for any MCP server before connecting. Exposes `check_trust`, `evaluate_policy`, `list_trusted`, and `recommend` tools. 3,600+ servers audited, free public API.

Security and governance proxy for MCP infrastructure. Enforces YAML-configurable policies (blocklists, rate limits, token budgets), tracks real token costs via tiktoken, monitors server health with live JSON-RPC probes. Features include OAuth 2.1/OIDC with RBAC, web dashboard with Prometheus metrics, payload normalization against encoding bypasses, semantic shell AST analysis, mTLS zero-trust networking, circuit breakers, and a formal STRIDE threat model. 168 tests across 16 suites. Install: npm install -g @mcp-guardian/server

Open-source AWS security scanner with attack chain detection, breach cost estimation, and copy-paste remediation (CLI + Terraform). 47 checks, 16 attack chain rules. First free standalone AWS security MCP server.

Twitter/X MCP server with 34 tools — post tweets, search, read timelines, manage engagement, upload media. No API keys needed, uses browser cookies. Pay per call from $0.001 via x402 micropayments.

Taisly Agent Kit MCP server for AI agent social media video publishing. Discover connected accounts, validate videos, publish or schedule posts to TikTok, Instagram Reels, YouTube Shorts, X, and Facebook through Taisly. Install: `npx -y @taisly/agent mcp`. Requires a Taisly API key and connected accounts.

Official Solnk MCP server — publish and schedule content across 9 platforms (X, Instagram, TikTok, YouTube, Facebook, LinkedIn, Pinterest, Threads, Bluesky) from any MCP client. 11 tools for publishing, drafts, scheduling, media upload, and post analytics. Hosted at mcp.solnk.com with bearer API key auth.