Ecosystem
Cloudflare Ecosystem
Edge-native AI and agent projects connected to Workers, D1, R2, Durable Objects, and AI Gateway.
Atlas Beta
Atlas is the Git.Top map layer: a way to move from ecosystem to project, graph, alternatives, and score without starting from a repository name.
Ecosystem
Edge-native AI and agent projects connected to Workers, D1, R2, Durable Objects, and AI Gateway.
Ecosystem
Agent frameworks, coding agents, orchestration tools, and runtime integrations.
Ecosystem
Model Context Protocol servers, tool surfaces, and agent integration projects.
Ecosystem
Retrieval, indexing, document processing, vector database, and evaluation projects.
Ecosystem
Browser automation, computer-use agents, Playwright integrations, and web workflow tools.
Ecosystem
Coding agents, AI-first editors, and terminal workflows that shape the daily developer experience.
Ecosystem
Model routing, proxying, policy, and observability projects that sit between apps and providers.
Ecosystem
Tracing, evaluation, prompt logging, cost control, and runtime analysis for AI products.
Ecosystem
Automation engines, integrations, and orchestration layers that connect AI actions to business workflows.
Atlas Layer
Edge-native AI and agent projects connected to Workers, D1, R2, Durable Objects, and AI Gateway.
Browse indexed projects around Cloudflare Ecosystem.
recommend Get RecommendationsGenerate an explainable shortlist for Cloudflare Ecosystem.
graph Open GraphInspect relationships around cloudflare/agents.
alternatives Find AlternativesFind replacements and adjacent options for cloudflare/agents.
score Explain ScoreUnderstand why cloudflare/agents has its Git.Top Score.
compare Compare OptionsCompare cloudflare/agents and cloudflare/mcp-server-cloudflare.
Compare Path
Compare the strongest indexed projects in Cloudflare Ecosystem before choosing a default.
Compare Path
Compare projects that carry explicit Cloudflare deployment signals.
Compare Path
Compare high-quality fallback candidates when the top project is not the right operational fit.
Journey
Start broad in Cloudflare Ecosystem, then narrow to one project with score and graph evidence.
Journey
Follow graph relationships before deciding whether a project fits the stack.
Journey
Move from the top project to alternatives and a decision matrix.
agent_framework
Build and deploy AI Agents on Cloudflare
mcp_server
Use cloudflare/mcp-server-cloudflare when the user needs a mcp server project with docker, cloudflare, serverless deployment options.
workflow_automation
Puppeteer Core fork that works with Cloudflare Browser Workers
mcp_server
Open-source AI gateway on Cloudflare Workers, in TypeScript: OpenAI/Anthropic-compatible chat with SSE streaming, Files + Batch APIs, provider routing with circuit breaking and failover, virtual API keys, per-tenant Durable Object storage, quotas/wallets/budgets, guardrails, response cache, MCP server, durable metering, contract-driven Admin API.
ai_app_template
Official repository for templates catalog powering VibeSDK
agent_framework
Developer toolkit that makes it simple to build with the Workers AI platform.
mcp_server
Composio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI agents that turn intent into action.
mcp_server
Go AI SDK, the Go way. One unified API across 21+ providers. Streaming, structured output, MCP support, stdlib only. Go AI SDK for AI applications inspired by Vercel AI SDK.
Atlas Layer
Agent frameworks, coding agents, orchestration tools, and runtime integrations.
Browse indexed projects around AI Agent Ecosystem.
recommend Get RecommendationsGenerate an explainable shortlist for AI Agent Ecosystem.
graph Open GraphInspect relationships around langchain-ai/langchain.
alternatives Find AlternativesFind replacements and adjacent options for langchain-ai/langchain.
score Explain ScoreUnderstand why langchain-ai/langchain has its Git.Top Score.
compare Compare OptionsCompare langchain-ai/langchain and unslothai/unsloth.
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Compare the strongest indexed projects in AI Agent Ecosystem before choosing a default.
Compare Path
Compare high-quality fallback candidates when the top project is not the right operational fit.
Journey
Start broad in AI Agent Ecosystem, then narrow to one project with score and graph evidence.
Journey
Follow graph relationships before deciding whether a project fits the stack.
Journey
Move from the top project to alternatives and a decision matrix.
agent_framework
The agent engineering platform.
agent_framework
Local UI to run and train LLMs and diffusion models, including Qwen3.8, Kimi K3, MiniMax-H3, Gemma 4, DeepSeek-V4, FLUX and more.
agent_framework
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
agent_framework
Open-source 24/7 Cowork app for OpenClaw, Hermes, Claude Code, Codex, OpenCode and 20+ more CLI Agent | Customize your assistants | Team them upο½Star if you like it!
agent_framework
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.
agent_framework
Fast, efficient, battle-tested at Alibaba's scale. Hybrid architecture code review tool: deterministic pipelines + LLM Agent, precise line-level comments, built-in multi-language ruleset (NPE, thread-safety, XSS, SQL injection), OpenAI & Anthropic compatible.
agent_framework
A framework for building realtime voice AI agents π€ποΈπΉ
agent_framework
The context API to search, scrape, and interact with the web at scale. π₯
Atlas Layer
Model Context Protocol servers, tool surfaces, and agent integration projects.
Browse indexed projects around MCP Ecosystem.
recommend Get RecommendationsGenerate an explainable shortlist for MCP Ecosystem.
graph Open GraphInspect relationships around affaan-m/ECC.
alternatives Find AlternativesFind replacements and adjacent options for affaan-m/ECC.
score Explain ScoreUnderstand why affaan-m/ECC has its Git.Top Score.
compare Compare OptionsCompare affaan-m/ECC and headroomlabs-ai/headroom.
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Compare the strongest indexed projects in MCP Ecosystem before choosing a default.
Compare Path
Compare high-quality fallback candidates when the top project is not the right operational fit.
Journey
Start broad in MCP Ecosystem, then narrow to one project with score and graph evidence.
Journey
Follow graph relationships before deciding whether a project fits the stack.
Journey
Move from the top project to alternatives and a decision matrix.
mcp_server
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
mcp_server
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.
mcp_server
The fastest, litest AI Gateway. Rust core with Python SDK. Call 100+ LLM APIs in OpenAI (or native) format with cost tracking, guardrails, load balancing, and logging [Bedrock, Azure, OpenAI, Anthropic, OpenAI, VertexAI, vLLM, Nvidia NIM]
mcp_server
an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM
mcp_server
AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. β¨
mcp_server
SigNoz is an open-source, OpenTelemetry-native observability platform for your team and their AI agents. Get logs, metrics, and traces in one tool with features like APM, distributed tracing, log management, infra monitoring, etc. Combined with SigNoz MCP and a native AI teammate (in SigNoz Cloud) it helps you build more resilient apps.
mcp_server
β₯ AI Coding agent for the terminal β hash-anchored edits, optimized tool harness, LSP, Python, browser, subagents, and more
mcp_server
Enhanced ChatGPT Clone: Features Agents, MCP, Skills, DeepSeek, Anthropic, AWS, OpenAI, Responses API, Azure, Groq, o1, GPT-5, Mistral, OpenRouter, Vertex AI, Gemini, Artifacts, AI model switching, message search, Code Interpreter, langchain, DALL-E-3, OpenAPI Actions, Functions, Secure Multi-User Auth, Presets, open-source for self-hosting. Active
Atlas Layer
Retrieval, indexing, document processing, vector database, and evaluation projects.
Browse indexed projects around RAG Ecosystem.
recommend Get RecommendationsGenerate an explainable shortlist for RAG Ecosystem.
graph Open GraphInspect relationships around ggml-org/llama.cpp.
alternatives Find AlternativesFind replacements and adjacent options for ggml-org/llama.cpp.
score Explain ScoreUnderstand why ggml-org/llama.cpp has its Git.Top Score.
compare Compare OptionsCompare ggml-org/llama.cpp and infiniflow/ragflow.
Compare Path
Compare the strongest indexed projects in RAG Ecosystem before choosing a default.
Compare Path
Compare high-quality fallback candidates when the top project is not the right operational fit.
Journey
Start broad in RAG Ecosystem, then narrow to one project with score and graph evidence.
Journey
Follow graph relationships before deciding whether a project fits the stack.
Journey
Move from the top project to alternatives and a decision matrix.
rag_framework
LLM inference in C/C++
rag_framework
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
rag_framework
π€ 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.
rag_framework
Universal memory layer for AI Agents
rag_framework
A unified AI model hub for aggregation & distribution. It supports cross-converting various LLMs into OpenAI-compatible, Claude-compatible, or Gemini-compatible formats. A centralized gateway for personal and enterprise model management. π₯
rag_framework
Build resilient agents.
rag_framework
100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source.
rag_framework
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.
Atlas Layer
Browser automation, computer-use agents, Playwright integrations, and web workflow tools.
Browse indexed projects around Browser AI Ecosystem.
recommend Get RecommendationsGenerate an explainable shortlist for Browser AI Ecosystem.
graph Open GraphInspect relationships around browser-use/browser-use.
alternatives Find AlternativesFind replacements and adjacent options for browser-use/browser-use.
score Explain ScoreUnderstand why browser-use/browser-use has its Git.Top Score.
compare Compare OptionsCompare browser-use/browser-use and vercel-labs/agent-browser.
Compare Path
Compare the strongest indexed projects in Browser AI Ecosystem before choosing a default.
Compare Path
Compare high-quality fallback candidates when the top project is not the right operational fit.
Journey
Start broad in Browser AI Ecosystem, then narrow to one project with score and graph evidence.
Journey
Follow graph relationships before deciding whether a project fits the stack.
Journey
Move from the top project to alternatives and a decision matrix.
browser_agent
π Make websites accessible for AI agents. Automate tasks online with ease.
browser_agent
Browser automation CLI for AI agents
browser_agent
ππ€ Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don't be shy, join here: https://discord.gg/jP8KfhDhyN
browser_agent
The fastest browser for AI agents to run browser automation, built for sharing your logged-in browser state with your AI agents, like Codex or Claude Code, without disturbing you. Zero cost, zero config.
browser_agent
Stealth headless browser for AI agents β bypass Cloudflare, bot detection, and anti-scraping. Drop-in Puppeteer/Playwright replacement.
browser_agent
Browser Harness | Self-healing harness that enables LLMs to complete any task.
browser_agent
CrawleeβA web scraping and browser automation library for Node.js to build reliable crawlers. In JavaScript and TypeScript. Extract data for AI, LLMs, RAG, or GPTs. Download HTML, PDF, JPG, PNG, and other files from websites. Works with Puppeteer, Playwright, Cheerio, JSDOM, and raw HTTP. Both headful and headless mode. With proxy rotation.
browser_agent
Deploy headless browsers in Docker. Run on our cloud or bring your own. Free for non-commercial uses.
Atlas Layer
Coding agents, AI-first editors, and terminal workflows that shape the daily developer experience.
Browse indexed projects around AI IDE Ecosystem.
recommend Get RecommendationsGenerate an explainable shortlist for AI IDE Ecosystem.
graph Open GraphInspect relationships around superset-sh/superset.
alternatives Find AlternativesFind replacements and adjacent options for superset-sh/superset.
score Explain ScoreUnderstand why superset-sh/superset has its Git.Top Score.
compare Compare OptionsCompare superset-sh/superset and zosmaai/zosma-cowork.
Compare Path
Compare the strongest indexed projects in AI IDE Ecosystem before choosing a default.
Compare Path
Compare high-quality fallback candidates when the top project is not the right operational fit.
Journey
Start broad in AI IDE Ecosystem, then narrow to one project with score and graph evidence.
Journey
Follow graph relationships before deciding whether a project fits the stack.
Journey
Move from the top project to alternatives and a decision matrix.
coding_agent
Superset is agentic IDE to orchestrate 100+ coding agents in parallel. Run any agent with your own subscription.
coding_agent
Desktop GUI for the pi coding agent β open-source Claude Cowork alternative
coding_agent
Self-hosted AI coding assistant
coding_agent
Deterministic orchestrator for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). No model in the coordination loop, so parallel runs in per-task git worktrees replay byte-identically. Signed lineage plus an opt-in HMAC audit chain a reviewer checks offline. Cluster mode, air-gap deploy. Status: beta. https://bernstein.run
coding_agent
aider is AI pair programming in your terminal
coding_agent
Nix packages for AI coding agents and development tools. Automatically updated daily.
coding_agent
Emdash is the Open-Source Agentic Development Environment (π§‘ YC W26). Run multiple coding agents in parallel. Use any provider.
coding_agent
VT Code is a Rust coding agent with LLM-native code understanding, OS-native sandboxing, and multi-provider support.
Atlas Layer
Model routing, proxying, policy, and observability projects that sit between apps and providers.
Browse indexed projects around LLM Gateway Ecosystem.
recommend Get RecommendationsGenerate an explainable shortlist for LLM Gateway Ecosystem.
graph Open GraphInspect relationships around vllm-project/aibrix.
alternatives Find AlternativesFind replacements and adjacent options for vllm-project/aibrix.
score Explain ScoreUnderstand why vllm-project/aibrix has its Git.Top Score.
compare Compare OptionsCompare vllm-project/aibrix and Hal0ai/hal0.
Compare Path
Compare the strongest indexed projects in LLM Gateway Ecosystem before choosing a default.
Compare Path
Compare high-quality fallback candidates when the top project is not the right operational fit.
Journey
Start broad in LLM Gateway Ecosystem, then narrow to one project with score and graph evidence.
Journey
Follow graph relationships before deciding whether a project fits the stack.
Journey
Move from the top project to alternatives and a decision matrix.
llm_gateway
Cost-efficient and pluggable Infrastructure components for GenAI inference
llm_gateway
Open-source self-hosted home AI inference platform for AMD Strix Halo β multi-backend slots, OpenAI-compatible gateway, Vue 3 + FastAPI + systemd.
llm_gateway
Off Grid AI β private, on-device AI. Run open models (text, vision, image, voice) locally through one OpenAI-compatible gateway. No cloud, no accounts, no API keys.
llm_gateway
High-performance proxy router for LLM APIs with automatic load balancing, rate limiting, and fail2ban protection
llm_gateway
OpenAPI specification for the OpenAI API
llm_gateway
Antigravity Proxy is a high-performance gateway that exposes Google's internal Gemini and Claude APIs through an OpenAI-compatible interface
llm_gateway
OpenAI-compatible gateway aggregating 8 free LLM providers with automatic failover, circuit breakers, and smart routing. 32+ models, zero cost.
llm_gateway
Zero trust LLM gateway. OpenAI-compatible proxy with semantic routing and load balancing across OpenAI, Anthropic, Ollama, vLLM, and any compatible backend. Identity-based access, virtual API keys, and end-to-end encryption via OpenZiti
Atlas Layer
Tracing, evaluation, prompt logging, cost control, and runtime analysis for AI products.
Browse indexed projects around AI Observability Ecosystem.
recommend Get RecommendationsGenerate an explainable shortlist for AI Observability Ecosystem.
graph Open GraphInspect relationships around pydantic/logfire.
alternatives Find AlternativesFind replacements and adjacent options for pydantic/logfire.
score Explain ScoreUnderstand why pydantic/logfire has its Git.Top Score.
compare Compare OptionsCompare pydantic/logfire and traceloop/openllmetry.
Compare Path
Compare the strongest indexed projects in AI Observability Ecosystem before choosing a default.
Compare Path
Compare high-quality fallback candidates when the top project is not the right operational fit.
Journey
Start broad in AI Observability Ecosystem, then narrow to one project with score and graph evidence.
Journey
Follow graph relationships before deciding whether a project fits the stack.
Journey
Move from the top project to alternatives and a decision matrix.
ai_observability
AI observability platform for production LLM and agent systems.
ai_observability
Open-source observability for your GenAI or LLM application, based on OpenTelemetry
ai_observability
LangSmith Client SDK Implementations
ai_observability
Monoscope lets you ingest and explore your logs, traces and metrics. We store these in S3 compatible buckets. Query in natural language via LLMs.
ai_observability
CNCF Jaeger, a Distributed Tracing Platform
ai_observability
Self-hosted AI SRE for Kubernetes β zero-instrumentation eBPF observability plus a copilot that fixes issues through guardrailed, self-verifying actions. BYO-LLM, air-gapped capable.
ai_observability
πͺ’ Langfuse JS/TS SDKs - Instrument your LLM app and get detailed tracing/observability. Works with any LLM or framework
ai_observability
system-level profiler/monitor and skills for Agents in eBPF or Mac
Atlas Layer
Automation engines, integrations, and orchestration layers that connect AI actions to business workflows.
Browse indexed projects around Workflow Automation Ecosystem.
recommend Get RecommendationsGenerate an explainable shortlist for Workflow Automation Ecosystem.
graph Open GraphInspect relationships around n8n-io/n8n.
alternatives Find AlternativesFind replacements and adjacent options for n8n-io/n8n.
score Explain ScoreUnderstand why n8n-io/n8n has its Git.Top Score.
compare Compare OptionsCompare n8n-io/n8n and langgenius/dify.
Compare Path
Compare the strongest indexed projects in Workflow Automation Ecosystem before choosing a default.
Compare Path
Compare high-quality fallback candidates when the top project is not the right operational fit.
Journey
Start broad in Workflow Automation Ecosystem, then narrow to one project with score and graph evidence.
Journey
Follow graph relationships before deciding whether a project fits the stack.
Journey
Move from the top project to alternatives and a decision matrix.
workflow_automation
Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.
workflow_automation
Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype to production without rebuilding the stack.
workflow_automation
Langflow is a powerful tool for building and deploying AI-powered agents and workflows.
workflow_automation
Playwright is a framework for Web Testing and Automation. It allows testing Chromium, Firefox and WebKit with a single API.
workflow_automation
Lightpanda: the headless browser designed for AI and automation
workflow_automation
A framework for building, orchestrating and deploying AI agents and multi-agent workflows with support for Python and .NET.
workflow_automation
Prefect is a workflow orchestration framework for building resilient data pipelines in Python.
workflow_automation
Automate browser based workflows with AI