Open Source Knowledge Graph

The Knowledge Graph of Open Source

GitHub provides the code. Git.Top provides the knowledge: project meaning, alternatives, dependencies, ecosystems, scores, and agent-readable recommendations.

Discover Projects Get Recommendations Compare Projects

Fast startQuickstart + trust checks Surface mapREST, MCP, output fields Trust gateProduction readiness

Agent friendly GET /api/project/cloudflare/agents

WhatCloudflare-native agent framework

SourceD1-backed

InstallCloudflare Workers deployment path

TrustTrust gate + quality signals

NextQuickstart, Agent Map, Project JSON

DIS

Find what is rising

Discover

Explore hot open-source categories by intent, not repo names.

AI Agents-> MCP Servers-> RAG-> Browser Automation-> AI IDE-> LLM Gateways-> AI Observability-> Workflow Automation->

CMP

Decide between projects

Compare

Compare open-source tools by deployability, maintenance, fit, and score.

LangChain vs LlamaIndex-> Browser Use vs Playwright-> Project Comparison Guide-> Browse Alternatives-> OpenAI Agents SDK vs Vercel AI SDK-> Dify vs Langflow->

REC

Pick by fit

Recommend

Turn a use case and deployment constraints into an explainable shortlist.

Recommendation Engine-> Cloudflare Agents-> Browser Agents-> RAG Stack-> Recommendation Guide->

FLW

Guide the agent

Workflow

Move from intent to trend context, shortlist, graph, alternatives, score, compare, and trust checks.

Agent Selection Workflow-> Agent Workflow Guide-> Cloudflare Agent Workflow-> Claude Code Alternatives-> Workflow JSON->

API

Serve agents

Agent API

Expose project knowledge, relationship maps, recommendations, scores, and trust fields to agents.

Knowledge Graph API Guide-> MCP Integration Guide-> Agent Surface Map-> OpenAPI JSON-> API Examples-> MCP Discovery-> LLM Discovery->

SCR

Trust the signal

Score

Read project quality, agent readiness, freshness, and risk before choosing.

Git.Top Score Guide-> Cloudflare Agents Score-> LangChain Score-> Quality API->

TRU

Check readiness

Trust

Inspect corpus coverage, sync freshness, governance, and low-confidence review queues.

Trust Gate-> Trust Gate Guide-> Trust Gate JSON-> Data Trust Guide-> Quality Governance-> Corpus Coverage-> Status->

ATL

Map the ecosystem

Atlas

Navigate ecosystems as connected project maps instead of isolated lists.

Atlas Home-> Atlas Journeys-> Atlas Journey Guide-> Atlas Guide-> Cloudflare Ecosystem-> AI Agent Ecosystem->

GRP

See relationships

Graph

Follow project relationships, dependencies, and alternatives as connected knowledge.

Graph Home-> Graph Guide-> Project Graph Guide-> Cloudflare Agents-> Browser Use->

REC

Pick by fit

Recommend

Turn a use case and constraints into an explainable shortlist.

Recommendation Engine-> Recommendation Guide-> Cloudflare Agents-> Browser Agents-> RAG Stack->

ECO

Map the stack

Ecosystems

Explore project clusters, deployment targets, dependencies, and related tools.

Atlas-> Atlas Journeys-> Atlas Journey Guide-> Cloudflare Ecosystem-> AI Agent Ecosystem-> MCP Ecosystem-> RAG Ecosystem-> Browser AI Ecosystem-> AI IDE Ecosystem-> LLM Gateway Ecosystem-> AI Observability Ecosystem-> Workflow Automation Ecosystem->

Open Source Trends AI Agents MCP Servers RAG Browser Automation AI IDE LLM Gateway AI Observability Workflow Automation

Trending Projects

Structured signals agents can act on

JSON

Showing 24 server-rendered projects. Search and filters will refresh this list.

workflow_automation

openai/openai-agents-python

Use openai/openai-agents-python when the user needs a workflow automation project with docker, library-only, local deployment options.

SERVER RENDEREDPython

workflow_automationdockerlibrary_only

Deploydocker, library_only

Quality67

Agent88

rag_framework

xorbitsai/inference

Use xorbitsai/inference when the user needs a rag framework project with docker, kubernetes, library-only deployment options.

SERVER RENDEREDPython

rag_frameworkdockerkubernetes

Deploydocker, kubernetes

Quality46

Agent88

mcp_server

modelcontextprotocol/inspector

Use modelcontextprotocol/inspector when the user needs a mcp server project with docker, library-only, local deployment options.

SERVER RENDEREDTypeScript

mcp_serverdockerlibrary_only

Deploydocker, library_only

Quality50

Agent87

agent_framework

The-PR-Agent/pr-agent

Use The-PR-Agent/pr-agent when the user needs an agent framework project with docker, library-only, local deployment options.

SERVER RENDEREDPython

agent_frameworkdockerlibrary_only

Deploydocker, library_only

Quality58

Agent87

workflow_automation

lightpanda-io/browser

Use lightpanda-io/browser when the user needs a workflow automation project with docker, vercel, serverless deployment options.

SERVER RENDEREDZig

workflow_automationdockervercel

Deploydocker, vercel

Quality75

Agent87

ai_app_template

MervinPraison/PraisonAI

Use MervinPraison/PraisonAI when the user needs an ai app template project with docker, library-only, local deployment options.

SERVER RENDEREDPython

ai_app_templatedockerlibrary_only

Deploydocker, library_only

Quality47

Agent86

agent_framework

olimorris/codecompanion.nvim

Use olimorris/codecompanion.nvim when the user needs an agent framework project with docker, library-only, local deployment options.

SERVER RENDEREDLua

agent_frameworkdockerlibrary_only

Deploydocker, library_only

Quality41

Agent84

mcp_server

headroomlabs-ai/headroom

Use headroomlabs-ai/headroom when the user needs a mcp server project with docker, vercel, serverless deployment options.

SERVER RENDEREDPython

mcp_serverdockervercel

Deploydocker, vercel

Quality84

Agent92

ai_app_template

open-webui/open-webui

Use open-webui/open-webui when the user needs an ai app template project with docker, kubernetes, library-only deployment options.

SERVER RENDEREDPython

ai_app_templatedockerkubernetes

Deploydocker, kubernetes

Quality84

Agent92

vector_database

milvus-io/milvus

Use milvus-io/milvus when the user needs a vector database project with docker, serverless, library-only deployment options.

SERVER RENDEREDGo

vector_databasedockerserverless

Deploydocker, serverless

Quality57

Agent91

browser_agent

browser-use/browser-use

Use browser-use/browser-use when the user needs a browser agent project with docker, library-only, local deployment options.

SERVER RENDEREDPython

browser_agentdockerlibrary_only

Deploydocker, library_only

Quality84

Agent90

mcp_server

ComposioHQ/composio

Use ComposioHQ/composio when the user needs a mcp server project with cloudflare, serverless, vercel deployment options.

SERVER RENDEREDTypeScript

mcp_servercloudflareserverless

Deploycloudflare, serverless

Quality58

Agent90

agent_framework

CopilotKit/CopilotKit

Use CopilotKit/CopilotKit when the user needs an agent framework project with docker, kubernetes, library-only deployment options.

SERVER RENDEREDTypeScript

agent_frameworkdockerkubernetes

Deploydocker, kubernetes

Quality60

Agent90

workflow_automation

kestra-io/kestra

Use kestra-io/kestra when the user needs a workflow automation project with docker, kubernetes, serverless deployment options.

SERVER RENDEREDJava

workflow_automationdockerkubernetes

Deploydocker, kubernetes

Quality53

Agent90

agent_framework

langchain-ai/langchain

Use langchain-ai/langchain when the user needs an agent framework project with docker, library-only, local deployment options.

SERVER RENDEREDPython

agent_frameworkdockerlibrary_only

Deploydocker, library_only

Quality84

Agent90

workflow_automation

langflow-ai/langflow

Use langflow-ai/langflow when the user needs a workflow automation project with docker, library-only, local deployment options.

SERVER RENDEREDPython

workflow_automationdockerlibrary_only

Deploydocker, library_only

Quality84

Agent90

agent_framework

Significant-Gravitas/AutoGPT

Use Significant-Gravitas/AutoGPT when the user needs an agent framework project with docker, library-only, local deployment options.

SERVER RENDEREDPython

agent_frameworkdockerlibrary_only

Deploydocker, library_only

Quality64

Agent90

local_llm_runtime

unslothai/unsloth

Use unslothai/unsloth when the user needs a local llm runtime project with docker, library-only, local deployment options.

SERVER RENDEREDPython

local_llm_runtimedockerlibrary_only

Deploydocker, library_only

Quality84

Agent90

local_llm_runtime

vllm-project/vllm

Use vllm-project/vllm when the user needs a local llm runtime project with docker, library-only, local deployment options.

SERVER RENDEREDPython

local_llm_runtimedockerlibrary_only

Deploydocker, library_only

Quality84

Agent90

rag_framework

ggml-org/whisper.cpp

Use ggml-org/whisper.cpp when the user needs a rag framework project with docker, library-only, local deployment options.

SERVER RENDEREDC++

rag_frameworkdockerlibrary_only

Deploydocker, library_only

Quality63

Agent89

rag_framework

NVIDIA/TensorRT-LLM

Use NVIDIA/TensorRT-LLM when the user needs a rag framework project with docker, kubernetes, serverless deployment options.

SERVER RENDEREDPython

rag_frameworkdockerkubernetes

Deploydocker, kubernetes

Quality51

Agent89

workflow_automation

triggerdotdev/trigger.dev

Use triggerdotdev/trigger.dev when the user needs a workflow automation project with docker, vercel, serverless deployment options.

SERVER RENDEREDTypeScript

workflow_automationdockervercel

Deploydocker, vercel

Quality52

Agent89

vector_database

weaviate/weaviate

Use weaviate/weaviate when the user needs a vector database project with docker, kubernetes, library-only deployment options.

SERVER RENDEREDGo

vector_databasedockerkubernetes

Deploydocker, kubernetes

Quality46

Agent89

agent_framework

agentscope-ai/agentscope

Use agentscope-ai/agentscope when the user needs an agent framework project with docker, library-only, local deployment options.

SERVER RENDEREDPython

agent_frameworkdockerlibrary_only

Deploydocker, library_only

Quality84

Agent88

Agent Search

Search by intent, deployment target, and quality signals

DOC

Docs

API, MCP, scoring, and data freshness

Start from the public docs before integrating an agent runtime or citing a recommendation.

Developer docs Integration paths Public status Quality governance Corpus coverage Quality JSON Sync status

MCP

Install Path

Use Git.Top as an agent project intelligence tool

MCP discovery exposes search, project lookup, alternatives, deployment, quality, comparison, and graph reasoning tools.

MCP discovery MCP integration guide REST / MCP / GRP MCP guidance Project schema

Trust Model

Scores include evidence and confidence

Quality score and agent score are separate. Responses include source metadata, classification evidence, and signal confidence.

Trust Gate Scoring methodology Data freshness Quality governance Corpus coverage Public status Review queue Security contact

API

Project API

One schema for project knowledge

{ repo, alternatives, deployments, quality_score, agent_score }

MCP

Git.Top MCP

Tools agents can call directly

search_projects, get_project, get_alternatives, get_deployment, and get_quality_score.

Knowledge Graph

Relationships are the product surface

Alternatives, deployments, dependencies, use cases, and categories become reusable graph edges.

Project Graph

Relationships, dependencies, alternatives

Claude Code

MCP

OpenRouter

Playwright

Browser Use

A2A