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name: Gateway & Control Plane items: - item: name: Agent Router homepage_url: https://theagentrouter.ai/ logo: agent-router.png repo_url: https://github.com/theagentrouter/agent-router description: "An Envoy-based open source control plane for agentic traffic, unifying access to models and MCP tools (formerly Envoy AI Gateway)." project: member - item: name: agentgateway homepage_url: https://agentgateway.dev/ logo: agentgateway.svg repo_url: https://github.com/agentgateway/agentgateway description: "A gateway for agentic AI that unifies MCP, agent-to-agent communication, LLM inference, APIs, and services under one control plane" project: member - item: name: AGNTCY Directory homepage_url: https://agntcy.github.io/dir/ logo: agntcy-directory.png repo_url: https://github.com/agntcy/dir description: "AGNTCY's distributed directory for the announcement and discovery of multi-agent systems, using OASF to publish, exchange, and discover agent records across a peer-to-peer network." - item: name: AGNTCY Identity homepage_url: https://spec.identity.agntcy.org logo: agntcy-identity.png repo_url: https://github.com/agntcy/identity description: "AGNTCY's identity framework for onboarding, creating, and verifying identities for agents, MCP servers, and multi-agent systems." - item: name: Apache APISIX AI Gateway homepage_url: https://apisix.apache.org/ logo: apisix.png repo_url: https://github.com/apache/apisix description: "An Apache Software Foundation cloud-native API gateway with built-in AI proxy plugins for LLM traffic management, auth, rate limiting, and observability." - item: name: Bifrost homepage_url: https://www.getmaxim.ai/bifrost logo: bifrost.png repo_url: https://github.com/maximhq/bifrost description: "A high-performance, open-source LLM gateway providing a unified API, load balancing, caching, and governance across model providers." - item: name: Guardrails AI homepage_url: https://github.com/guardrails-ai/guardrails logo: guardrails-ai.png repo_url: https://github.com/guardrails-ai/guardrails description: "Adding guardrails to large language models." - item: name: Helicone homepage_url: https://www.helicone.ai/ logo: helicone.svg repo_url: https://github.com/Helicone/helicone description: "Open source LLM observability platform with a built-in AI gateway for unified model access, routing, and caching. One line of code to monitor, evaluate, and experiment." - item: name: Higress homepage_url: https://higress.io/ logo: higress.png repo_url: https://github.com/alibaba/higress description: "Higress is a cloud-native, production-grade AI Gateway built on Envoy and Istio. It provides a unified control plane for LLM API management, MCP (Model Context Protocol) server hosting and registry, and AI agent traffic governance. Higress is a CNCF sandbox project." crunchbase: https://www.crunchbase.com/organization/alibaba-group - item: name: IBM MCP Context Forge homepage_url: https://github.com/ibm/mcp-context-forge logo: ibm-mcp-context-forge.png repo_url: https://github.com/ibm/mcp-context-forge description: "An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool calling, and supports plugins." - item: name: Kong AI Gateway homepage_url: https://konghq.com/products/kong-ai-gateway logo: kong.png repo_url: https://github.com/Kong/kong description: "🦍 The open-source API and AI Gateway, extending Kong's widely-deployed gateway with semantic routing, prompt decoration, multi-LLM support, and AI traffic governance." - item: name: LiteLLM homepage_url: https://github.com/BerriAI/litellm logo: litellm.png repo_url: https://github.com/BerriAI/litellm description: "Python SDK, Proxy Server (AI Gateway) to call 100+ LLM APIs in OpenAI (or native) format, with cost tracking, guardrails, loadbalancing and logging. [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, VLLM, NVIDIA NIM]" - item: name: LlamaFirewall homepage_url: https://github.com/meta-llama/PurpleLlama logo: llamafirewall.png repo_url: https://github.com/meta-llama/PurpleLlama description: "Meta's open-source production guardrail framework for agents, combining jailbreak detection, agent alignment checks, and insecure-code scanning." - item: name: LlamaGuard homepage_url: https://huggingface.co/meta-llama logo: llamaguard.png repo_url: https://github.com/meta-llama/PurpleLlama description: "Purple Llama is an umbrella project that over time will bring together tools and evals to help the community build responsibly with open generative AI models." - item: name: Microsoft Agent Governance Toolkit homepage_url: https://github.com/microsoft/agent-governance-toolkit logo: agent-governance-toolkit.png repo_url: https://github.com/microsoft/agent-governance-toolkit description: "An open-source toolkit for AI agent governance, covering policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents." - item: name: NeMo Guardrails homepage_url: https://github.com/NVIDIA-NeMo/Guardrails logo: nemo-guardrails.png repo_url: https://github.com/NVIDIA-NeMo/Guardrails description: "NeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM-based conversational systems." - item: name: OGX homepage_url: https://ogx-ai.github.io/ logo: ogx.png repo_url: https://github.com/ogx-ai/ogx description: "Open GenAI Stack: an OpenAI-API-compatible agentic server and Python library providing inference, vector stores, moderation, tools, and agentic orchestration with pluggable providers." - item: name: OpenGuardrails homepage_url: https://github.com/openguardrails/openguardrails logo: openguardrails.png repo_url: https://github.com/openguardrails/openguardrails description: "A vendor-neutral open protocol and benchmark for AI agent guardrails." - item: name: Portkey AI Gateway homepage_url: https://portkey.ai/ logo: portkey.png repo_url: https://github.com/Portkey-AI/gateway description: "A blazing fast, fully open-source AI Gateway with integrated guardrails. Routes to 1,600+ LLMs through a single, fast, friendly API with built-in observability and governance." - item: name: SHADI homepage_url: https://agntcy.github.io/shadi/ logo: shadi.png repo_url: https://github.com/agntcy/shadi description: "AGNTCY's secure host for agentic AI dynamic instantiation: a local security boundary providing identity verification, gated secret access, OS-level sandboxing, and encrypted local memory for agents running on a host." - name: Agentic Runtime items: - item: name: AG2 homepage_url: https://ag2.ai/ logo: ag2.svg repo_url: https://github.com/ag2ai/ag2 description: "AG2 (formerly AutoGen): the open-source AgentOS for building multi-agent systems." - item: name: Agent S homepage_url: https://github.com/simular-ai/Agent-S logo: agent-s.png repo_url: https://github.com/simular-ai/Agent-S description: "Agent S: an open agentic framework that uses computers like a human" - item: name: AGENTS.md homepage_url: https://agents.md/ logo: agents-md.png repo_url: https://github.com/agentsmd/agents.md description: "A simple, open format for guiding coding agents." project: member - item: name: AgentScope homepage_url: https://github.com/agentscope-ai/agentscope logo: agentscope.png repo_url: https://github.com/agentscope-ai/agentscope description: "Build and run agents you can see, understand and trust." - item: name: Agno homepage_url: https://agno.com/ logo: agno.png repo_url: https://github.com/agno-agi/agno description: "Agno is the runtime for agentic software. Use it to serve agents as production services." - item: name: AnythingLLM homepage_url: https://anythingllm.com/ logo: anything-llm.png repo_url: https://github.com/Mintplex-Labs/anything-llm description: "All-in-one self-hosted local AI application with built-in RAG, agents, and multi-model support." - item: name: AutoGPT homepage_url: https://github.com/Significant-Gravitas/AutoGPT logo: autogpt.png repo_url: https://github.com/Significant-Gravitas/AutoGPT description: "AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters." - item: name: Bolna homepage_url: https://www.bolna.ai/ logo: bolna.png repo_url: https://github.com/bolna-ai/bolna description: "An open-source framework for rapidly deploying phone and voice agents." - item: name: Browser-Use homepage_url: https://github.com/browser-use/browser-use logo: browser-use.png repo_url: https://github.com/browser-use/browser-use description: "Make websites accessible for AI agents. Automate tasks online with ease." - item: name: CAMEL homepage_url: https://github.com/camel-ai/camel logo: camel.png repo_url: https://github.com/camel-ai/camel description: "CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents." - item: name: Claude Agent SDK homepage_url: https://github.com/anthropics/claude-agent-sdk logo: claude-agent-sdk.png repo_url: https://github.com/anthropics/claude-agent-sdk description: "Anthropic's SDK for building any kind of agent, generalized from the Claude Code harness, with deep native MCP integration." - item: name: Composio homepage_url: https://github.com/ComposioHQ/composio logo: composio.png repo_url: https://github.com/ComposioHQ/composio description: "Composio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI agents that turn intent into action." - item: name: CrewAI homepage_url: https://github.com/crewAIInc/crewAI logo: crewai.png repo_url: https://github.com/crewAIInc/crewAI description: "Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks." - item: name: CUA homepage_url: https://www.trycua.com/ logo: cua.png repo_url: https://github.com/trycua/cua description: "An open-source computer-use agent framework and OS-level sandbox for running GUI agents across cloud and local VMs." - item: name: Daytona homepage_url: https://github.com/daytonaio/daytona logo: daytona.png repo_url: https://github.com/daytonaio/daytona description: "Daytona is a Secure and Elastic Infrastructure for Running AI-Generated Code" - item: name: DeepSeek Harness homepage_url: https://deepseek.com/harness logo: deepseek-harness.svg repo_url: https://github.com/deepseek-ai/deepseek-harness description: "DeepSeek's plugin-based agent harness: everything is a plugin." - item: name: DeepSeek-R1 homepage_url: https://huggingface.co/collections/deepseek-ai/deepseek-r1 logo: deepseek-r1.png repo_url: https://github.com/deepseek-ai/DeepSeek-R1 description: "" - item: name: DeepSeek-V3.2 homepage_url: https://huggingface.co/collections/deepseek-ai/deepseek-v32 logo: deepseek-v3-2.png repo_url: https://github.com/deepseek-ai/DeepSeek-V3.2-Exp description: "Experimental LLM based on DeepSeek Sparse Attention (DSA) to boost long-context efficiency" - item: name: DeerFlow homepage_url: https://github.com/bytedance/deer-flow logo: deerflow.png repo_url: https://github.com/bytedance/deer-flow description: "An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours." - item: name: E2B homepage_url: https://e2b.dev/ logo: e2b.jpg repo_url: https://github.com/e2b-dev/E2B description: "Firecracker microVM sandboxes for running AI-generated code and agent workloads securely." - item: name: E2B Code Interpreter SDK homepage_url: https://github.com/e2b-dev/code-interpreter logo: e2b-code-interpreter-sdk.png repo_url: https://github.com/e2b-dev/code-interpreter description: "Python & JS/TS SDK for running AI-generated code/code interpreting in your AI app" - item: name: Flue homepage_url: https://www.flueframework.com logo: flue.png repo_url: https://github.com/withastro/flue description: "The sandbox agent framework for safely running untrusted, AI-generated code." - item: name: GLM homepage_url: https://z.ai/ logo: glm.png repo_url: https://github.com/zai-org/GLM-4.5 description: "Zhipu AI's MIT-licensed open-weight model family optimized for agentic reasoning, coding, and tool-use benchmarks." - item: name: Google Agent Development Kit homepage_url: https://github.com/google/adk-python logo: google-agent-development-kit.png repo_url: https://github.com/google/adk-python description: "An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control." - item: name: Gorilla homepage_url: https://github.com/ShishirPatil/gorilla logo: gorilla.png repo_url: https://github.com/ShishirPatil/gorilla description: "Gorilla: Training and Evaluating LLMs for Function Calls (Tool Calls)" - item: name: gpt-oss homepage_url: https://github.com/openai/gpt-oss logo: gpt-oss.png repo_url: https://github.com/openai/gpt-oss description: "OpenAI's open-weight model family (gpt-oss-120b/20b), tuned for agentic reasoning and tool use." - item: name: Granite homepage_url: https://huggingface.co/ibm-granite logo: granite.png repo_url: https://github.com/ibm-granite/granite-3.3-language-models description: "Lightweight, state-of-the-art, open foundation models that natively support multilinguality, coding, reasoning, and tool usage, including the potential to be run on constrained compute resources" - item: name: Jan homepage_url: https://github.com/janhq/jan logo: jan.png repo_url: https://github.com/janhq/jan description: "Jan is an open source alternative to ChatGPT that runs 100% offline on your computer." - item: name: JetBrains Koog homepage_url: https://koog.ai/ logo: jetbrains-koog.png repo_url: https://github.com/JetBrains/koog description: "A JVM (Java and Kotlin) framework for building predictable, fault-tolerant, enterprise-ready AI agents across backend, Android, iOS, and in-browser environments." - item: name: JiuwenSwarm homepage_url: https://github.com/openJiuwen-ai/jiuwenswarm logo: jiuwenswarm.svg repo_url: https://github.com/openJiuwen-ai/jiuwenswarm description: "An intelligent AI agent built on openJiuwen that extends large language model capabilities through everyday communication apps." - item: name: kagent homepage_url: https://kagent.dev/ logo: kagent.png repo_url: https://github.com/kagent-dev/kagent description: "A CNCF Sandbox project for building, running, and managing AI agents natively on Kubernetes via CRDs." - item: name: Kimi K2 homepage_url: https://www.moonshot.ai/ logo: kimi-k2.jpg repo_url: https://github.com/MoonshotAI/Kimi-K2 description: "Moonshot AI's open-weight mixture-of-experts model line tuned for agentic tool-use, coding, and large-scale multi-agent workflows." - item: name: KServe homepage_url: https://github.com/kserve/kserve logo: kserve.png repo_url: https://github.com/kserve/kserve description: "Standardized Distributed Generative and Predictive AI Inference Platform for Scalable, Multi-Framework Deployment on Kubernetes" - item: name: LangChain homepage_url: https://github.com/langchain-ai/langchain logo: langchain.png repo_url: https://github.com/langchain-ai/langchain description: "The agent engineering platform" - item: name: LangGraph homepage_url: https://github.com/langchain-ai/langgraph logo: langgraph.png repo_url: https://github.com/langchain-ai/langgraph description: "Build resilient language agents as graphs." - item: name: Livekit Agents homepage_url: https://github.com/livekit/agents logo: livekit-agents.png repo_url: https://github.com/livekit/agents description: "A framework for building realtime voice AI agents" - item: name: llama.cpp homepage_url: https://github.com/ggml-org/llama.cpp logo: llama-cpp.jpg repo_url: https://github.com/ggml-org/llama.cpp description: "Inference of Meta's LLaMA model (and others) in pure C/C++." - item: name: Mastra homepage_url: https://github.com/mastra-ai/mastra logo: mastra.png repo_url: https://github.com/mastra-ai/mastra description: "From the team behind Gatsby, Mastra is a framework for building AI-powered applications and agents with a modern TypeScript stack." - item: name: Maxun homepage_url: https://www.maxun.dev/ logo: maxun.png repo_url: https://github.com/getmaxun/maxun description: "No-code, agentic web data extraction and browser automation tool." - item: name: Meta Llama homepage_url: https://huggingface.co/meta-llama logo: meta-llama.png repo_url: https://github.com/meta-llama/llama-models description: "Llama is an accessible, open large language model (LLM) designed for developers, researchers, and businesses to build, experiment, and responsibly scale their generative AI ideas." - item: name: MetaGPT homepage_url: https://github.com/FoundationAgents/MetaGPT logo: metagpt.png repo_url: https://github.com/FoundationAgents/MetaGPT description: "The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming" - item: name: Microsoft Agent Framework homepage_url: https://github.com/microsoft/agent-framework logo: microsoft-agent-framework.png repo_url: https://github.com/microsoft/agent-framework description: "Microsoft's unified, production-ready agent framework merging AutoGen and Semantic Kernel, with native MCP, A2A, and AG-UI support." - item: name: Mistral 3 homepage_url: https://mistral.ai/ logo: mistral-3.png repo_url: https://github.com/mistralai/mistral-common description: "Mistral's open-weight model family with strong agentic tool-use support, released under Apache 2.0." - item: name: Modal homepage_url: https://modal.com/ logo: modal.png repo_url: https://github.com/modal-labs/modal-client description: "Serverless GPU-first compute platform for running AI and agent workloads at scale." - item: name: Ollama homepage_url: https://github.com/ollama/ollama logo: ollama.png repo_url: https://github.com/ollama/ollama description: "Use open models in your desktop apps and coding agents, or build them into your application." - item: name: OmniParser homepage_url: https://github.com/microsoft/OmniParser logo: omniparser.png repo_url: https://github.com/microsoft/OmniParser description: "A simple screen parsing tool towards pure vision based GUI agent" - item: name: OpenAI Agents SDK homepage_url: https://github.com/openai/openai-agents-python logo: openai-agents-sdk.png repo_url: https://github.com/openai/openai-agents-python description: "A lightweight, powerful framework for multi-agent workflows" - item: name: Open Interpreter homepage_url: https://github.com/OpenInterpreter/open-interpreter logo: open-interpreter.jpg repo_url: https://github.com/OpenInterpreter/open-interpreter description: "A natural language interface for computers" - item: name: OpenWebUI homepage_url: https://github.com/open-webui/open-webui logo: openwebui.png repo_url: https://github.com/open-webui/open-webui description: "User-friendly AI Interface (Supports Ollama, OpenAI API, ...)" - item: name: OWL homepage_url: https://github.com/camel-ai/owl logo: owl.png repo_url: https://github.com/camel-ai/owl description: "OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation" - item: name: Pipecat homepage_url: https://github.com/pipecat-ai/pipecat logo: pipecat.png repo_url: https://github.com/pipecat-ai/pipecat description: "Open Source framework for voice and multimodal conversational AI" - item: name: Playwright homepage_url: https://github.com/microsoft/playwright logo: playwright.jpg repo_url: https://github.com/microsoft/playwright description: "Playwright is a framework for Web Testing and Automation. It allows testing Chromium, Firefox and WebKit with a single API." - item: name: Prefect homepage_url: https://github.com/PrefectHQ/prefect logo: prefect.png repo_url: https://github.com/PrefectHQ/prefect description: "Prefect is a workflow orchestration framework for building resilient data pipelines in Python." - item: name: PydanticAI homepage_url: https://github.com/pydantic/pydantic-ai logo: pydanticai.png repo_url: https://github.com/pydantic/pydantic-ai description: "AI Agent Framework, the Pydantic way" - item: name: Qwen homepage_url: https://huggingface.co/Qwen logo: qwen.png repo_url: https://github.com/QwenLM/Qwen3 description: "Qwen3 is the large language model series developed by Qwen team, Alibaba Cloud." - item: name: RAGFlow homepage_url: https://github.com/infiniflow/ragflow logo: ragflow.png repo_url: https://github.com/infiniflow/ragflow description: "RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs" - item: name: SGLang homepage_url: https://sglang.io/ logo: sglang.png repo_url: https://github.com/sgl-project/sglang description: "A high-performance serving framework for large language and multimodal models, with strong native support for agent tool-calling and structured generation." - item: name: SkyPilot homepage_url: https://github.com/skypilot-org/skypilot logo: skypilot.png repo_url: https://github.com/skypilot-org/skypilot description: "Run, manage, and scale AI workloads on any AI infrastructure. Use one system to access & manage all AI compute (Kubernetes, Slurm, 20+ clouds, on-prem)." - item: name: Skyvern homepage_url: https://www.skyvern.com/ logo: skyvern.png repo_url: https://github.com/Skyvern-AI/skyvern description: "Vision-first browser automation agent for RPA-style tasks, able to handle unfamiliar and dynamic layouts." - item: name: SmolAgents homepage_url: https://github.com/huggingface/smolagents logo: smolagents.png repo_url: https://github.com/huggingface/smolagents description: "smolagents: a barebones library for agents that think in code." - item: name: Stagehand homepage_url: https://www.stagehand.dev/ logo: stagehand.png repo_url: https://github.com/browserbase/stagehand description: "A TypeScript framework that layers AI-resolved actions onto Playwright for reliable browser automation." - item: name: Strands Agents homepage_url: https://strandsagents.com/ logo: strands-agents.png repo_url: https://github.com/strands-agents/harness-sdk description: "Open source SDK from AWS for building and running AI agents in Python and TypeScript, model- and cloud-agnostic." - item: name: Temporal homepage_url: https://github.com/temporalio/temporal logo: temporal.png repo_url: https://github.com/temporalio/temporal description: "Temporal is a durable execution platform that enables developers to build scalable applications without sacrificing productivity or reliability." - item: name: TEN Framework homepage_url: https://theten.ai/ logo: ten-framework.png repo_url: https://github.com/TEN-framework/TEN-Agent description: "An open-source real-time multimodal agent framework for graph-based orchestration of voice, video, and vision agents." - item: name: Vercel AI SDK homepage_url: https://ai-sdk.dev/ logo: vercel-ai-sdk.png repo_url: https://github.com/vercel/ai description: "A TypeScript toolkit for building AI-powered applications and agents with typed context, tool calls, and durable workflows." - item: name: vLLM homepage_url: https://docs.vllm.ai/ logo: vllm.png repo_url: https://github.com/vllm-project/vllm description: "A high-throughput and memory-efficient inference and serving engine for LLMs." - item: name: Vocode homepage_url: https://www.vocode.dev/ logo: vocode.png repo_url: https://github.com/vocodedev/vocode-python description: "An open-source, telephony-first framework for building voice agents." - item: name: xLAM homepage_url: https://huggingface.co/collections/Salesforce/xlam-models logo: xlam.png repo_url: https://github.com/SalesforceAIResearch/xLAM description: "xLAM: A Family of Large Action Models to Empower AI Agent Systems" - name: Protocols & Interfaces items: - item: name: A2UI homepage_url: https://github.com/google/a2ui logo: a2ui.png repo_url: https://github.com/google/a2ui description: "A2UI is an open-source project, complete with a format optimized for representing updatable agent-generated UIs and an initial set of renderers, that allows agents to generate or populate rich user interfaces." - item: name: AG-UI (Agent-User Interaction Protocol) homepage_url: https://ag-ui.com/ logo: ag-ui.png repo_url: https://github.com/ag-ui-protocol/ag-ui description: "An open, event-based protocol standardizing agent-to-frontend communication, including streaming, generative UI, and human-in-the-loop." - item: name: Agent Client Protocol (ACP) homepage_url: https://agentclientprotocol.com/ logo: agent-client-protocol.svg repo_url: https://github.com/agentclientprotocol/agent-client-protocol description: "A protocol for connecting any editor to any agent" - item: name: Agent Payments Protocol (AP2) homepage_url: https://github.com/google-agentic-commerce/AP2 logo: ap2.png repo_url: https://github.com/google-agentic-commerce/AP2 description: "Building a Secure and Interoperable Future for AI-Driven Payments" - item: name: Agent2Agent (A2A) Protocol homepage_url: https://github.com/a2aproject/A2A logo: agent2agent-protocol.png repo_url: https://github.com/a2aproject/A2A description: "Agent2Agent (A2A) is an open protocol enabling communication and interoperability between opaque agentic applications." project: member - item: name: Agentic Commerce Protocol (ACP) homepage_url: https://github.com/agentic-commerce-protocol/agentic-commerce-protocol logo: agentic-commerce-protocol-acp.png repo_url: https://github.com/agentic-commerce-protocol/agentic-commerce-protocol description: "The Agentic Commerce Protocol (ACP) is an interaction model and open standard for connecting buyers, their AI agents, and businesses to complete purchases seamlessly. The specification is currently maintained by OpenAI and Stripe." - item: name: Agentic Resource Discovery (ARD) homepage_url: http://agenticresourcediscovery.org/ logo: ard-spec.png repo_url: https://github.com/ards-project/ard-spec description: "An open specification for agentic resource discovery, enabling AI agents to find and use external tools and services." - item: name: Machine Payments Protocol (MPP) homepage_url: https://github.com/tempoxyz/mpp logo: machine-payments-protocol-mpp.png repo_url: https://github.com/tempoxyz/mpp description: "Machine-to-machine payments over HTTP 402" - item: name: Open Agent Schema Framework (OASF) homepage_url: https://github.com/agntcy/oasf logo: open-agent-schema-framework-oasf.png repo_url: https://github.com/agntcy/oasf description: "A a standardized schema system for defining and managing AI agent capabilities, interactions, and metadata." - item: name: Open Plugins Specification homepage_url: https://github.com/vercel-labs/open-plugin-spec logo: open-plugins-specification.png repo_url: https://github.com/vercel-labs/open-plugin-spec description: "Open Plugin Specification v1.0.0 — A minimal standard for packaging agent extensions into distributable plugins" - item: name: Open Responses homepage_url: https://github.com/openresponses/openresponses logo: open-responses.svg repo_url: https://github.com/openresponses/openresponses description: "an open-source specification for multi-provider, interoperable LLM interfaces inspired by the OpenAI Responses API" - item: name: OpenAPI Specification homepage_url: https://github.com/OAI/OpenAPI-Specification logo: openapi-specification.png repo_url: https://github.com/OAI/OpenAPI-Specification description: "The OpenAPI Specification (OAS) defines a standard, programming language-agnostic interface description for HTTP APIs." - item: name: OpenTelemetry AI Semantic Conventions homepage_url: https://github.com/open-telemetry/semantic-conventions logo: opentelemetry-ai-semantic-conventions.png repo_url: https://github.com/open-telemetry/semantic-conventions description: "Defines standards for generating consistent, accessible telemetry across a variety of domains" - item: name: SLIM homepage_url: https://github.com/agntcy/slim logo: slim.png repo_url: https://github.com/agntcy/slim description: "A next-generation communication framework that provides the secure, scalable transport layer for AI agent protocols." - item: name: Universal Commerce Protocol (UCP) homepage_url: https://github.com/Universal-Commerce-Protocol/ucp logo: universal-commerce-protocol-ucp.png repo_url: https://github.com/Universal-Commerce-Protocol/ucp description: "The Universal Commerce Protocol (UCP) addresses a fragmented commerce landscape by providing a standardized common language and functional primitives." - item: name: W3C Decentralized Identifier Specification homepage_url: https://github.com/w3c/did logo: w3c-decentralized-identifier-specification.png repo_url: https://github.com/w3c/did description: "" - item: name: WebMCP homepage_url: https://github.com/webmachinelearning/webmcp logo: webmcp.png repo_url: https://github.com/webmachinelearning/webmcp description: "A W3C community group protocol for structured agent interaction with live websites." - item: name: x402 homepage_url: https://www.x402.org/ logo: x402.svg repo_url: https://github.com/x402-foundation/x402 description: "An open, chain-agnostic protocol for instant machine-to-machine payments over HTTP, enabling agent-to-agent and agent-to-service commerce." - name: Data & Knowledge items: - item: name: Chroma homepage_url: https://github.com/chroma-core/chroma logo: chroma.png repo_url: https://github.com/chroma-core/chroma description: "Data infrastructure for AI" - item: name: Crawl4AI homepage_url: https://github.com/unclecode/crawl4ai logo: crawl4ai.svg repo_url: https://github.com/unclecode/crawl4ai description: "Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper." - item: name: Docling homepage_url: https://docling-project.github.io/docling/ logo: docling.png repo_url: https://github.com/docling-project/docling description: "Gets your documents ready for gen AI: parses diverse document formats (PDF, DOCX, PPTX, HTML, images) into a unified structured representation for RAG and agentic pipelines." - item: name: FAISS homepage_url: https://github.com/facebookresearch/faiss logo: faiss.png repo_url: https://github.com/facebookresearch/faiss description: "A library for efficient similarity search and clustering of dense vectors, underlying a huge share of RAG and agent-memory stacks." - item: name: Firecrawl homepage_url: https://github.com/firecrawl/firecrawl logo: firecrawl.png repo_url: https://github.com/firecrawl/firecrawl description: "The API to search, scrape, and interact with the web for AI" - item: name: Graphiti homepage_url: https://www.getzep.com/graphiti logo: graphiti.png repo_url: https://github.com/getzep/graphiti description: "A temporally-aware knowledge-graph engine for building real-time agent memory." - item: name: Haystack homepage_url: https://github.com/deepset-ai/haystack logo: haystack.png repo_url: https://github.com/deepset-ai/haystack description: "Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems." - item: name: Headroom homepage_url: https://docs.headroomlabs.ai/docs logo: headroom.png repo_url: https://github.com/headroomlabs-ai/headroom description: "Compresses tool outputs, logs, files, and RAG chunks before they reach the LLM, cutting token usage for coding agents and JSON-heavy pipelines without changing the answers. Available as a library, proxy, or MCP server." - item: name: LanceDB homepage_url: https://lancedb.com/ logo: lancedb-oss.png repo_url: https://github.com/lancedb/lancedb description: "An embedded, multimodal, lakehouse-style vector database for local-first and edge agent retrieval." - item: name: Letta homepage_url: https://github.com/letta-ai/letta logo: letta.png repo_url: https://github.com/letta-ai/letta description: "Letta is the platform for building stateful agents: AI with advanced memory that can learn and self-improve over time." - item: name: LightRAG homepage_url: https://arxiv.org/abs/2410.05779 logo: lightrag.png repo_url: https://github.com/HKUDS/LightRAG description: "[EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation" - item: name: LlamaIndex homepage_url: https://github.com/run-llama/llama_index logo: llamaindex.png repo_url: https://github.com/run-llama/llama_index description: "LlamaIndex is the leading document agent and OCR platform" - item: name: Mem0 homepage_url: https://mem0.ai/ logo: mem0.png repo_url: https://github.com/mem0ai/mem0 description: "A framework-agnostic, self-hostable memory layer for AI agents that plugs into LangChain, LlamaIndex, and others." - item: name: Milvus homepage_url: https://github.com/milvus-io/milvus logo: milvus.png repo_url: https://github.com/milvus-io/milvus description: "Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search" - item: name: Model Context Protocol (MCP) homepage_url: https://modelcontextprotocol.io/docs/getting-started/intro logo: model-context-protocol.png repo_url: https://github.com/modelcontextprotocol/modelcontextprotocol description: "MCP (Model Context Protocol) is an open-source standard for connecting AI applications to external systems." project: member - item: name: Neo4j Agent Memory homepage_url: https://neo4j.com/labs/agent-memory/ logo: agent-memory.png repo_url: https://github.com/neo4j-labs/agent-memory description: "A graph-native memory system for AI agents and context graphs: stores conversations, builds knowledge graphs, and lets agents learn from their own reasoning, backed by Neo4j." - item: name: Pathway homepage_url: https://github.com/pathwaycom/pathway logo: pathway.png repo_url: https://github.com/pathwaycom/pathway description: "Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG." - item: name: pgvector homepage_url: https://github.com/pgvector/pgvector logo: pgvector.png repo_url: https://github.com/pgvector/pgvector description: "Open-source vector similarity search for Postgres, the standard way to add vector search to a Postgres-backed agent application." - item: name: PowerContext homepage_url: https://powercontext.oceanbase.io logo: powercontext.png repo_url: https://github.com/oceanbase/powercontext description: "An OceanBase-backed context and memory engine for AI agents, storing not only memory but a full story." - item: name: Qdrant homepage_url: https://github.com/qdrant/qdrant logo: qdrant.png repo_url: https://github.com/qdrant/qdrant description: "Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI." - item: name: Tavily Python SDK homepage_url: https://github.com/tavily-ai/tavily-python logo: tavily-python-sdk.png repo_url: https://github.com/tavily-ai/tavily-python description: "The Tavily Python SDK allows for easy interaction with the Tavily API, offering the full range of our search, extract, crawl, map, and research functionalities directly from your Python programs. Easily integrate smart search, content extraction, and research capabilities into your applications, harnessing Tavily's powerful features." - item: name: Weaviate homepage_url: https://github.com/weaviate/weaviate logo: weaviate.png repo_url: https://github.com/weaviate/weaviate description: "Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database​." - item: name: Zep homepage_url: https://www.getzep.com/ logo: zep.png repo_url: https://github.com/getzep/zep description: "A memory platform for AI agents built on Graphiti." - name: Agentic Development items: - item: name: Agent Skills homepage_url: https://github.com/agentskills/agentskills logo: agent-skills.png repo_url: https://github.com/agentskills/agentskills description: "Agent Skills are a lightweight, open format for extending AI agent capabilities with specialized knowledge and workflows." - item: name: AGNTCY Observe homepage_url: https://github.com/agntcy/observe logo: agntcy-observe.png repo_url: https://github.com/agntcy/observe description: "AGNTCY's observability SDK for multi-agent systems, providing tracing, metrics, and insights into agent behavior across frameworks." - item: name: Aider homepage_url: https://github.com/Aider-AI/aider logo: aider.jpg repo_url: https://github.com/Aider-AI/aider description: "aider is AI pair programming in your terminal" - item: name: Cline homepage_url: https://github.com/cline/cline logo: cline.png repo_url: https://github.com/cline/cline description: "Autonomous coding agent right in your IDE, capable of creating/editing files, executing commands, using the browser, and more with your permission every step of the way." - item: name: Continue homepage_url: https://continue.dev/ logo: continue.svg repo_url: https://github.com/continuedev/continue description: "An open-source coding agent you can use in your IDE or CLI, extensible with custom rules, tools, and models." - item: name: Crush homepage_url: https://github.com/charmbracelet/crush logo: crush.png repo_url: https://github.com/charmbracelet/crush description: "Glamourous agentic coding for the terminal, from Charm." - item: name: DeepEval homepage_url: https://github.com/confident-ai/deepeval logo: deepeval.png repo_url: https://github.com/confident-ai/deepeval description: "The LLM Evaluation Framework" - item: name: Dify homepage_url: https://dify.ai/ logo: dify.png repo_url: https://github.com/langgenius/dify description: "An open-source LLM app development platform combining agent workflows, RAG pipelines, and low-code orchestration." - item: name: DSPy homepage_url: https://github.com/stanfordnlp/dspy logo: dspy.png repo_url: https://github.com/stanfordnlp/dspy description: "DSPy: The framework for programming—not prompting—language models" - item: name: FastMCP homepage_url: https://github.com/PrefectHQ/fastmcp logo: fastmcp.png repo_url: https://github.com/PrefectHQ/fastmcp description: "The fast, Pythonic way to build MCP servers and clients." - item: name: FinRobot homepage_url: https://github.com/AI4Finance-Foundation/FinRobot logo: finrobot.jpg repo_url: https://github.com/AI4Finance-Foundation/FinRobot description: "An open-source AI agent platform for financial applications, including equity research and investment analysis." - item: name: Garak homepage_url: https://github.com/NVIDIA/garak logo: garak.png repo_url: https://github.com/NVIDIA/garak description: "the LLM vulnerability scanner" - item: name: Gemini CLI homepage_url: https://github.com/google-gemini/gemini-cli logo: gemini-cli.jpg repo_url: https://github.com/google-gemini/gemini-cli description: "Google's open-source terminal AI agent for coding, research, and task automation, bringing Gemini directly into the command line." - item: name: Giskard homepage_url: https://www.giskard.ai/ logo: giskard.png repo_url: https://github.com/Giskard-AI/giskard-oss description: "An open-source testing and evaluation library for LLM agents, including an AI vulnerability scanner and RAG evaluation." - item: name: goose homepage_url: https://goose-docs.ai/ logo: goose.png repo_url: https://github.com/aaif-goose/goose description: "An open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM." project: member - item: name: GPT Researcher homepage_url: https://github.com/assafelovic/gpt-researcher logo: gpt-researcher.png repo_url: https://github.com/assafelovic/gpt-researcher description: "An autonomous agent that conducts deep research on any data using any LLM providers" - item: name: Harbor homepage_url: https://harborframework.com/ logo: harbor.png repo_url: https://github.com/harbor-framework/harbor description: "A framework for evaluating and improving AI agents." - item: name: Hermes homepage_url: https://github.com/NousResearch/hermes-agent logo: hermes.png repo_url: https://github.com/NousResearch/hermes-agent description: "The agent that grows with you" - item: name: Hugging Face Transformers homepage_url: https://github.com/huggingface/transformers logo: hugging-face-transformers.png repo_url: https://github.com/huggingface/transformers description: "Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training." - item: name: Inspect AI Evals homepage_url: https://github.com/UKGovernmentBEIS/inspect_evals logo: inspect-ai-evals.png repo_url: https://github.com/UKGovernmentBEIS/inspect_evals description: "Collection of evals for Inspect AI" - item: name: Inspect Petri homepage_url: https://meridianlabs-ai.github.io/inspect_petri/ logo: petri.png repo_url: https://github.com/meridianlabs-ai/inspect_petri description: "Alignment auditing agent for testing language model behavior." - item: name: Instructor homepage_url: https://github.com/567-labs/instructor logo: instructor.png repo_url: https://github.com/567-labs/instructor description: "structured outputs for llms" - item: name: Kilo homepage_url: https://github.com/Kilo-Org/kilocode logo: kilo.png repo_url: https://github.com/Kilo-Org/kilocode description: "Kilo is the all-in-one agentic engineering platform. Build, ship, and iterate faster with the most popular open source coding agent." - item: name: LangChain Open Deep Research homepage_url: https://github.com/langchain-ai/open_deep_research logo: langchain-open-deep-research.png repo_url: https://github.com/langchain-ai/open_deep_research description: "A configurable, fully open-source deep-research agent that works across many model and search providers." - item: name: Langflow homepage_url: https://www.langflow.org/ logo: langflow.png repo_url: https://github.com/langflow-ai/langflow description: "A visual, low-code builder for LLM and agent workflows, popular for rapidly prototyping and deploying agentic applications." - item: name: Langfuse homepage_url: https://github.com/langfuse/langfuse logo: langfuse.png repo_url: https://github.com/langfuse/langfuse description: "Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. Integrates with OpenTelemetry, Langchain, OpenAI SDK, LiteLLM, and more. YC W23" - item: name: Local Deep Research homepage_url: https://github.com/LearningCircuit/local-deep-research logo: local-deep-research.png repo_url: https://github.com/LearningCircuit/local-deep-research description: "An open-source deep research assistant for air-gapped, local-only research using local LLMs." - item: name: MaxKB homepage_url: https://maxkb.cn/ logo: maxkb.jpg repo_url: https://github.com/1Panel-dev/MaxKB description: "An open-source platform for building enterprise-grade agents, combining RAG pipelines with workflow orchestration." - item: name: MCP Inspector homepage_url: https://github.com/modelcontextprotocol/inspector logo: mcp-inspector.png repo_url: https://github.com/modelcontextprotocol/inspector description: "Visual testing tool for MCP servers" - item: name: MLflow homepage_url: https://mlflow.org/ logo: mlflow.png repo_url: https://github.com/mlflow/mlflow description: "An open-source AI engineering platform covering LLM/agent observability, evaluation, and governance." - item: name: OpenAI Codex CLI homepage_url: https://github.com/openai/codex logo: openai-codex-cli.png repo_url: https://github.com/openai/codex description: "OpenAI's open-source terminal coding agent with sandboxed execution." - item: name: OpenClaw homepage_url: https://github.com/openclaw/openclaw logo: openclaw.png repo_url: https://github.com/openclaw/openclaw description: "Your own personal AI assistant. Any OS. Any Platform. The lobster way." - item: name: OpenCode homepage_url: https://github.com/anomalyco/opencode logo: opencode.png repo_url: https://github.com/anomalyco/opencode description: "The open source coding agent." - item: name: OpenHands homepage_url: https://github.com/OpenHands/OpenHands logo: openhands.png repo_url: https://github.com/OpenHands/OpenHands description: "OpenHands: AI-Driven Development" - item: name: Opik homepage_url: https://github.com/comet-ml/opik logo: opik.png repo_url: https://github.com/comet-ml/opik description: "Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards." - item: name: OSWorld Benchmarking homepage_url: https://github.com/xlang-ai/OSWorld logo: osworld-benchmarking.png repo_url: https://github.com/xlang-ai/OSWorld description: "[NeurIPS 2024] OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments" - item: name: Phoenix homepage_url: https://github.com/Arize-ai/phoenix logo: phoenix.jpg repo_url: https://github.com/Arize-ai/phoenix description: "AI Observability & Evaluation" - item: name: Pi homepage_url: https://pi.dev/ logo: pi.svg repo_url: https://github.com/earendil-works/pi description: "AI agent toolkit: coding agent CLI, unified LLM API, TUI & web UI libraries, Slack bot, vLLM pods" - item: name: PR-Agent homepage_url: https://github.com/The-PR-Agent/pr-agent logo: pr-agent.png repo_url: https://github.com/The-PR-Agent/pr-agent description: "PR Agent: The Original Open-Source PR Reviewer." - item: name: PromptFoo homepage_url: https://github.com/promptfoo/promptfoo logo: promptfoo.png repo_url: https://github.com/promptfoo/promptfoo description: "Test your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare performance of GPT, Claude, Gemini, Llama, and more. Simple declarative configs with command line and CI/CD integration. Used by OpenAI and Anthropic." - item: name: PyRIT homepage_url: https://github.com/microsoft/PyRIT logo: pyrit.jpg repo_url: https://github.com/microsoft/PyRIT description: "The Python Risk Identification Tool for generative AI (PyRIT) is an open source framework built to empower security professionals and engineers to proactively identify risks in generative AI systems." - item: name: Ragas homepage_url: https://github.com/vibrantlabsai/ragas logo: ragas.png repo_url: https://github.com/vibrantlabsai/ragas description: "Supercharge Your LLM Application Evaluations" - item: name: Semantic Router homepage_url: https://github.com/aurelio-labs/semantic-router logo: semantic-router.png repo_url: https://github.com/aurelio-labs/semantic-router description: "Superfast AI decision making and intelligent processing of multi-modal data." - item: name: Skills homepage_url: https://skills.sh logo: skills.png repo_url: https://github.com/vercel-labs/skills description: "The open agent skills tool for discovering, installing, and running reusable agent skills via `npx skills`." - item: name: Stanford STORM homepage_url: https://github.com/stanford-oval/storm logo: stanford-storm.png repo_url: https://github.com/stanford-oval/storm description: "An academic open-source system for structured research and long-form article synthesis." - item: name: SWE-agent homepage_url: https://github.com/SWE-agent/SWE-agent logo: swe-agent.png repo_url: https://github.com/SWE-agent/SWE-agent description: "SWE-agent takes a GitHub issue and tries to automatically fix it, using your LM of choice. It can also be employed for offensive cybersecurity or competitive coding challenges. [NeurIPS 2024]" - item: name: SWE-bench homepage_url: https://github.com/SWE-bench/SWE-bench logo: swe-bench.png repo_url: https://github.com/SWE-bench/SWE-bench description: "SWE-bench: Can Language Models Resolve Real-world Github Issues?" - item: name: tau2-bench homepage_url: https://github.com/sierra-research/tau2-bench logo: tau2-bench.jpeg repo_url: https://github.com/sierra-research/tau2-bench description: "τ²-bench: A benchmark for evaluating AI agents on dynamic tool-agent-user interactions across real-world domains, from Sierra Research." - item: name: Warp homepage_url: https://www.warp.dev/ logo: denver-technologies-warp.svg repo_url: https://github.com/warpdotdev/warp description: "Warp is an agentic development environment, born out of the terminal."