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name: Protocols & Standards items: - 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." maturity: member - 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." - 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." maturity: member - item: name: AGNTCY homepage_url: https://github.com/agntcy/acp-spec logo: agntcy.png repo_url: https://github.com/agntcy/acp-spec description: "" - 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: 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: OpenAPI Specification homepage_url: https://github.com/OAI/OpenAPI-Specification logo: openapi-specification.png repo_url: https://github.com/OAI/OpenAPI-Specification description: "" - 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: 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: 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: A2UI homepage_url: https://github.com/google/a2ui logo: a2ui.png repo_url: https://github.com/google/a2ui description: "" - 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: 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: "" - item: name: Agent Payments Protocol (AP2) homepage_url: https://github.com/google-agentic-commerce/AP2 logo: agent-payments-protocol-ap2.png repo_url: https://github.com/google-agentic-commerce/AP2 description: "" - 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: "" - 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: "" - name: Agent-Optimized Models items: - item: name: Qwen homepage_url: https://huggingface.co/Qwen logo: qwen.svg repo_url: https://huggingface.co/Qwen description: "" - item: name: DeepSeek-R1 homepage_url: https://huggingface.co/collections/deepseek-ai/deepseek-r1 logo: deepseek-r1.svg repo_url: https://huggingface.co/collections/deepseek-ai/deepseek-r1 description: "" - item: name: DeepSeek-V3.2 homepage_url: https://huggingface.co/collections/deepseek-ai/deepseek-v32 logo: deepseek-v3-2.svg repo_url: https://huggingface.co/collections/deepseek-ai/deepseek-v32 description: "" - item: name: xLAM homepage_url: https://huggingface.co/collections/Salesforce/xlam-models logo: xlam.svg repo_url: https://huggingface.co/collections/Salesforce/xlam-models description: "" - 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: Mistral Inference Library homepage_url: https://github.com/mistralai/mistral-inference logo: mistral-inference-library.png repo_url: https://github.com/mistralai/mistral-inference description: "Official inference library for Mistral models" - item: name: Meta Llama homepage_url: https://huggingface.co/meta-llama logo: meta-llama.svg repo_url: https://huggingface.co/meta-llama description: "" - item: name: Granite homepage_url: https://huggingface.co/ibm-granite logo: granite.svg repo_url: https://huggingface.co/ibm-granite description: "" - name: MCP Infrastructure items: - 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: 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: LiteMCP homepage_url: https://github.com/wong2/litemcp logo: litemcp.png repo_url: https://github.com/wong2/litemcp description: "A TypeScript framework for building MCP servers elegantly" - 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: Unla MCP Gateway homepage_url: https://github.com/AmoyLab/Unla logo: unla-mcp-gateway.png repo_url: https://github.com/AmoyLab/Unla description: "MCP Gateway - A lightweight gateway service that instantly transforms existing MCP Servers and APIs into MCP servers with zero code changes. Features Docker deployment and management UI, requiring no infrastructure modifications." - name: Frameworks & Infrastructure subcategories: - name: Agent Infrastructure items: - 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: 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: 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: 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: 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." - name: Orchestration & Multi-Agent items: - 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: 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: 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: AutoGen homepage_url: https://github.com/microsoft/autogen logo: autogen.png repo_url: https://github.com/microsoft/autogen description: "A programming framework for agentic AI" - 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" maturity: member - 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: 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: Semantic Kernel (Microsoft) homepage_url: https://github.com/microsoft/semantic-kernel logo: semantic-kernel-microsoft.png repo_url: https://github.com/microsoft/semantic-kernel description: "Integrate cutting-edge LLM technology quickly and easily into your apps" - 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: 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: 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: 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: 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: 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: 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." maturity: member - 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: Temporal homepage_url: https://github.com/temporalio/temporal logo: temporal.png repo_url: https://github.com/temporalio/temporal description: "" - 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: 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: 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: 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: 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." - name: Developer Tooling & SDKs items: - item: name: Ollama homepage_url: https://github.com/ollama/ollama logo: ollama.png repo_url: https://github.com/ollama/ollama description: "" - 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: Continue.dev homepage_url: https://github.com/continuedev/continue logo: continue-dev.png repo_url: https://github.com/continuedev/continue description: "" - 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: TaskWeaver homepage_url: https://github.com/microsoft/TaskWeaver logo: taskweaver.png repo_url: https://github.com/microsoft/TaskWeaver description: "The first \"code-first\" agent framework for seamlessly planning and executing data analytics tasks." - item: name: pi-mono homepage_url: https://github.com/badlogic/pi-mono logo: pi-mono.png repo_url: https://github.com/badlogic/pi-mono description: "AI agent toolkit: coding agent CLI, unified LLM API, TUI & web UI libraries, Slack bot, vLLM pods" - item: name: Agent Skills homepage_url: https://github.com/agentskills/agentskills logo: agent-skills.png repo_url: https://github.com/agentskills/agentskills description: "" - name: Agent Capabilities subcategories: - name: Computer Use & Browser Agents items: - 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: 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: Crawl4AI homepage_url: https://github.com/unclecode/crawl4ai logo: crawl4ai.png repo_url: https://github.com/unclecode/crawl4ai description: "Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper." - 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: "" - 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: 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: 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" - name: Tool Use & Integration items: - 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: 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: 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: 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: 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: 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." - name: Memory & Retrieval items: - 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: 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: GraphRAG homepage_url: https://github.com/microsoft/graphrag logo: graphrag.png repo_url: https://github.com/microsoft/graphrag description: "A modular graph-based Retrieval-Augmented Generation (RAG) system" - item: name: LightRAG homepage_url: https://github.com/HKUDS/LightRAG logo: lightrag.png repo_url: https://github.com/HKUDS/LightRAG description: "" - 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: 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: 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: 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: 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: 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" - name: Voice & Multimodal Agents items: - 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: 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" - name: Agent Applications subcategories: - name: Personal & Coding Agents items: - 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: 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: 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: 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: 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: 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." - 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: Agentless homepage_url: https://github.com/OpenAutoCoder/Agentless logo: agentless.png repo_url: https://github.com/OpenAutoCoder/Agentless description: "Agentless: an agentless approach to automatically solve software development problems" - 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: 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: Sweep homepage_url: https://github.com/sweepai/sweep logo: sweep.png repo_url: https://github.com/sweepai/sweep description: "Sweep: AI coding assistant for JetBrains" - name: Research & Vertical Agents items: - 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: 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." - name: Operations & Safety subcategories: - name: Evaluation & Observability items: - 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: 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: 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: 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: 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: 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: 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." - name: Safety & Guardrails items: - item: name: LlamaGuard homepage_url: https://huggingface.co/meta-llama logo: llamaguard.svg repo_url: https://huggingface.co/meta-llama description: "" - 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: 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: 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: Garak homepage_url: https://github.com/NVIDIA/garak logo: garak.png repo_url: https://github.com/NVIDIA/garak description: "the LLM vulnerability scanner"