{
 "projects": [
  {
   "slug": "aci",
   "repo": "aipotheosis-labs/aci",
   "category": "connectors",
   "tagline": "Self-hostable FastAPI + pgvector tool-calling backend: 98 JSON-defined apps, multi-tenant OAuth/API-key accounts, KMS-encrypted secrets.",
   "sha": "3e4a82fa5fd22f1165af2b39fa3de2b0f031242e",
   "commit_date": "2026-05-28T12:32:33+01:00",
   "stars": 4905,
   "language": "Python",
   "license": "Apache-2.0",
   "stack": [
    "Python 3.12+",
    "FastAPI",
    "PostgreSQL / pgvector",
    "Next.js 15",
    "React 19",
    "TypeScript",
    "Tailwind CSS",
    "shadcn/ui",
    "Docker Compose",
    "uv (package manager)",
    "OpenAI Embeddings",
    "Stripe",
    "PropelAuth",
    "LocalStack (AWS KMS)",
    "Logfire",
    "Sentry"
   ],
   "page": "https://llms-technical-reviews.com/p/aci/",
   "detail": "/api/v1/projects/aci.json"
  },
  {
   "slug": "activepieces",
   "repo": "activepieces/activepieces",
   "category": "connectors",
   "tagline": "Self-hosted workflow automation platform with about 760 TypeScript \"pieces\", run by a worker engine and exposed to agents over MCP.",
   "sha": "e3b8c02cb4def72b908902c7bf515b09d5110e63",
   "commit_date": "2026-10-06T17:48:18+01:00",
   "stars": 24924,
   "language": "TypeScript",
   "license": null,
   "stack": [
    "TypeScript",
    "Fastify 5",
    "PostgreSQL (pgvector)",
    "Redis / BullMQ",
    "TypeORM",
    "Isolate sandboxing (Linux containers)",
    "React web UI"
   ],
   "page": "https://llms-technical-reviews.com/p/activepieces/",
   "detail": "/api/v1/projects/activepieces.json"
  },
  {
   "slug": "agent-desktop",
   "repo": "lahfir/agent-desktop",
   "category": "browser-control",
   "tagline": "Rust CLI and C library that lets agents read and operate macOS apps through accessibility trees, with snapshot refs and verified actions.",
   "sha": "9d7ba42a94bc4ec018e624f3033602188f64af63",
   "commit_date": "2026-10-04T16:50:34-07:00",
   "stars": 1768,
   "language": "Rust",
   "license": "Apache-2.0",
   "stack": [
    "Rust",
    "macOS Accessibility (AX) API",
    "CLI with JSON envelope output"
   ],
   "page": "https://llms-technical-reviews.com/p/agent-desktop/",
   "detail": "/api/v1/projects/agent-desktop.json"
  },
  {
   "slug": "agenvoy",
   "repo": "agenvoy/Agenvoy",
   "category": "personal-assistants",
   "tagline": "Single-binary Go daemon for a local personal agent, with LLM-routed model choice, sandboxed tools, cron skills and chat bots.",
   "sha": "d19ab5a5f3d843aa81b5512f1717fb354ea506d6",
   "commit_date": "2026-10-05T21:06:12+08:00",
   "stars": 552,
   "language": "Go",
   "license": "AGPL-3.0",
   "stack": [
    "Go 1.25 (Go+ language)",
    "Gin (HTTP framework)",
    "bubbles/bubbletea (TUI)",
    "MCP Go SDK",
    "go-llm-router",
    "ToriiDB (embedded vector DB)",
    "go-sqlkit/SQLite",
    "go-scheduler",
    "bubblewrap (sandbox)"
   ],
   "page": "https://llms-technical-reviews.com/p/agenvoy/",
   "detail": "/api/v1/projects/agenvoy.json"
  },
  {
   "slug": "aider",
   "repo": "Aider-AI/aider",
   "category": "coding-agents",
   "tagline": "Python terminal pair-programmer: plain-text SEARCH/REPLACE edits, a tree-sitter repo map ranked by PageRank, and git auto-commits.",
   "sha": "5dc9490bb35f9729ef2c95d00a19ccd30c26339c",
   "commit_date": "2026-05-22T07:02:20-07:00",
   "stars": 49395,
   "language": "Python",
   "license": "Apache-2.0",
   "stack": [
    "Python",
    "litellm (model provider abstraction)",
    "prompt_toolkit (terminal UI)",
    "tree-sitter / grep-ast (code parsing)",
    "diskcache (caching)",
    "gitpython (git integration)",
    "pygments (syntax highlighting)",
    "Pillow (image support)"
   ],
   "page": "https://llms-technical-reviews.com/p/aider/",
   "detail": "/api/v1/projects/aider.json"
  },
  {
   "slug": "anything-llm",
   "repo": "Mintplex-Labs/anything-llm",
   "category": "rag",
   "tagline": "Self-hosted Node.js chat-with-your-documents app with workspaces, ten vector-store backends, ~40 LLM providers and an agent mode.",
   "sha": "297808f9451ceb5795ed208588437f3b526a057a",
   "commit_date": "2026-10-06T06:05:58-07:00",
   "stars": 66755,
   "language": "JavaScript",
   "license": "MIT",
   "stack": [
    "Node.js",
    "Express.js",
    "React",
    "Vite",
    "Prisma",
    "SQLite",
    "Docker"
   ],
   "page": "https://llms-technical-reviews.com/p/anything-llm/",
   "detail": "/api/v1/projects/anything-llm.json"
  },
  {
   "slug": "autoflow",
   "repo": "pingcap/autoflow",
   "category": "graph-rag",
   "tagline": "Self-hosted Graph RAG chat app on TiDB that extracts a DSPy knowledge graph per chunk and fuses it with vector search.",
   "sha": "c4cb19d8fa205bdd4cb38d0ac250d273fcc3e5f2",
   "commit_date": "2026-04-27T21:55:11+08:00",
   "stars": 2978,
   "language": "TypeScript",
   "license": "Apache-2.0",
   "stack": [
    "Python",
    "TiDB (SQL + Vector)",
    "LlamaIndex",
    "DSPy",
    "FastAPI",
    "Next.js",
    "Tailwind CSS",
    "Celery"
   ],
   "page": "https://llms-technical-reviews.com/p/autoflow/",
   "detail": "/api/v1/projects/autoflow.json"
  },
  {
   "slug": "autoscraper",
   "repo": "alirezamika/autoscraper",
   "category": "ai-scraping",
   "tagline": "Python library that learns BeautifulSoup traversal rules from example values on one page and replays them on similar pages.",
   "sha": "68a818158c673bf320a8569da10a8b979c1d23fe",
   "commit_date": "2026-07-29T20:47:55+03:30",
   "stars": 8003,
   "language": "Python",
   "license": "MIT",
   "stack": [
    "Python",
    "requests",
    "BeautifulSoup (bs4)",
    "lxml"
   ],
   "page": "https://llms-technical-reviews.com/p/autoscraper/",
   "detail": "/api/v1/projects/autoscraper.json"
  },
  {
   "slug": "bolt.diy",
   "repo": "stackblitz-labs/bolt.diy",
   "category": "coding-agents",
   "tagline": "Open-source bolt.new: a Remix prompt-to-app builder that streams LLM file and shell actions into an in-browser WebContainer.",
   "sha": "db479e84ac7ad905bbaafc6aed097f7c0a87c849",
   "commit_date": "2026-10-04T20:07:55-04:00",
   "stars": 19929,
   "language": "TypeScript",
   "license": "MIT",
   "stack": [
    "TypeScript",
    "React",
    "Remix",
    "Cloudflare Workers",
    "Vercel AI SDK",
    "WebContainer",
    "Nanostores",
    "Zustand"
   ],
   "page": "https://llms-technical-reviews.com/p/bolt.diy/",
   "detail": "/api/v1/projects/bolt.diy.json"
  },
  {
   "slug": "browser-harness",
   "repo": "browser-use/browser-harness",
   "category": "browser-control",
   "tagline": "Python CDP daemon and pre-imported helpers that let a coding agent drive your real Chrome from heredoc scripts or MCP tools.",
   "sha": "afbcc381b963040c19627d788e40c7e7663171ee",
   "commit_date": "2026-09-07T13:13:31-07:00",
   "stars": 18312,
   "language": "Python",
   "license": "MIT",
   "stack": [
    "Python",
    "asyncio",
    "CDP (Chrome DevTools Protocol)",
    "MCP (Model Context Protocol)",
    "PIL/Pillow",
    "WebSockets"
   ],
   "page": "https://llms-technical-reviews.com/p/browser-harness/",
   "detail": "/api/v1/projects/browser-harness.json"
  },
  {
   "slug": "browser-use",
   "repo": "browser-use/browser-use",
   "category": "browser-control",
   "tagline": "Async Python agent loop that serializes pages into indexed DOM text plus screenshots and drives Chrome over raw CDP.",
   "sha": "7be96ed8bafa8dfe1eef228b59cf5c884b8b2431",
   "commit_date": "2026-10-02T17:06:05-07:00",
   "stars": 117271,
   "language": "Python",
   "license": "MIT",
   "stack": [
    "Python 3.11+ (async)",
    "Pydantic v2 models",
    "Chrome DevTools Protocol via cdp-use",
    "bubus event bus",
    "LLM providers: OpenAI, Anthropic, Google Gemini, AWS Bedrock, Azure, DeepSeek, Groq, Mistral, Ollama, OpenRouter, Cerebras, Vercel, OrcaRouter"
   ],
   "page": "https://llms-technical-reviews.com/p/browser-use/",
   "detail": "/api/v1/projects/browser-use.json"
  },
  {
   "slug": "browserless",
   "repo": "browserless/browserless",
   "category": "ai-scraping",
   "tagline": "Self-hosted Node server that runs Chromium, Firefox and WebKit in Docker behind Puppeteer/Playwright WebSockets and REST APIs.",
   "sha": "f7edf0f526e5fefa2db8abca22f47b32ac165c89",
   "commit_date": "2026-10-06T16:12:29+05:30",
   "stars": 13776,
   "language": "TypeScript",
   "license": "SSPL-1.0 OR commercial",
   "stack": [
    "TypeScript",
    "Node.js",
    "Puppeteer",
    "Playwright",
    "Docker"
   ],
   "page": "https://llms-technical-reviews.com/p/browserless/",
   "detail": "/api/v1/projects/browserless.json"
  },
  {
   "slug": "claude-mem",
   "repo": "thedotmack/claude-mem",
   "category": "memory",
   "tagline": "Coding-agent memory plugin: hooks capture tool calls, an observer LLM writes XML observations into SQLite and Chroma for next-session recall.",
   "sha": "0a803bdedb09b00fc7fcfdc3a55a4e75c55c3952",
   "commit_date": "2026-10-06T07:49:19-07:00",
   "stars": 97034,
   "language": "TypeScript",
   "license": "Apache-2.0",
   "stack": [
    "TypeScript",
    "Bun",
    "SQLite (bun:sqlite)",
    "Postgres",
    "Chroma DB (via MCP subprocess)",
    "Zod (schemas)",
    "FTS5 (full-text search)",
    "BullMQ (job queues)",
    "Express (HTTP server)",
    "Claude Code SDK (hooks/MCP)"
   ],
   "page": "https://llms-technical-reviews.com/p/claude-mem/",
   "detail": "/api/v1/projects/claude-mem.json"
  },
  {
   "slug": "cline",
   "repo": "cline/cline",
   "category": "coding-agents",
   "tagline": "TypeScript agent SDK behind a CLI, VS Code and desktop app: tool-calling loop, per-tool approval policies, git checkpoints, MCP and plugins.",
   "sha": "cd80a20e96481f5f5d413789f6847accf846487b",
   "commit_date": "2026-10-06T11:02:59+02:00",
   "stars": 69942,
   "language": "TypeScript",
   "license": "Apache-2.0",
   "stack": [
    "TypeScript",
    "Bun",
    "Node.js",
    "MCP (Model Context Protocol)",
    "git",
    "SQLite",
    "Tauri (desktop app)"
   ],
   "page": "https://llms-technical-reviews.com/p/cline/",
   "detail": "/api/v1/projects/cline.json"
  },
  {
   "slug": "codewhale",
   "repo": "codewhale-hq/Codewhale",
   "category": "coding-agents",
   "tagline": "Rust terminal coding agent with ~50 provider kinds, Plan/Act/Operate modes, approval postures, OS sandboxing and sub-agents.",
   "sha": "ecbf2869ab9110486a9e1d6d75481d1d7adf8acf",
   "commit_date": "2026-10-05T19:32:10-07:00",
   "stars": 41059,
   "language": "Rust",
   "license": "MIT",
   "stack": [
    "Rust (primary, 28-crate workspace)",
    "TypeScript (experimental extension host)",
    "TUI via ratatui library",
    "npm package (wraps Rust binary)",
    "VSCode extension"
   ],
   "page": "https://llms-technical-reviews.com/p/codewhale/",
   "detail": "/api/v1/projects/codewhale.json"
  },
  {
   "slug": "codex",
   "repo": "openai/codex",
   "category": "coding-agents",
   "tagline": "OpenAI's Rust terminal coding agent: a Responses-API turn loop with apply_patch edits and OS-level sandboxes for every shell command.",
   "sha": "ccde2fc8b7fd08216757d3d3f67362847ab8341b",
   "commit_date": "2026-10-06T16:30:34+00:00",
   "stars": 128041,
   "language": "Rust",
   "license": "Apache-2.0",
   "stack": [
    "Rust",
    "Bazel",
    "TypeScript (schemas)",
    "OpenAI Responses API"
   ],
   "page": "https://llms-technical-reviews.com/p/codex/",
   "detail": "/api/v1/projects/codex.json"
  },
  {
   "slug": "cognee",
   "repo": "topoteretes/cognee",
   "category": "memory",
   "tagline": "Python memory engine that LLM-extracts a knowledge graph from data into graph and vector stores, then answers queries over it.",
   "sha": "b32d8afc59e1064d9291b9828a8a147be9cc8bab",
   "commit_date": "2026-10-01T17:50:04+02:00",
   "stars": 31476,
   "language": "Python",
   "license": "Apache-2.0",
   "stack": [
    "Python 3.10+",
    "FastAPI",
    "SQLAlchemy / Alembic",
    "Pydantic",
    "Instructor / litellm-native structured output",
    "LadybugDB / Kuzu (graph default)",
    "LanceDB / PGVector (vector default)",
    "SQLite / PostgreSQL (relational)",
    "OpenAI / Anthropic / Gemini / Ollama / Bedrock (LLM)",
    "fastembed (local embeddings)",
    "enola (code graph)",
    "FastMCP (MCP server)"
   ],
   "page": "https://llms-technical-reviews.com/p/cognee/",
   "detail": "/api/v1/projects/cognee.json"
  },
  {
   "slug": "composio",
   "repo": "ComposioHQ/composio",
   "category": "connectors",
   "tagline": "Python and TypeScript client SDKs, provider adapters and CLI for Composio's hosted tool-execution, auth and trigger API.",
   "sha": "900bbb390d4b2aebe683b843d5f8967063b7c994",
   "commit_date": "2026-10-05T22:52:30-07:00",
   "stars": 30446,
   "language": "TypeScript",
   "license": "MIT",
   "stack": [
    "Python",
    "TypeScript",
    "Node.js",
    "Pydantic",
    "Zod",
    "Pusher WebSockets",
    "OpenAI SDK",
    "Anthropic SDK",
    "LangChain",
    "LlamaIndex",
    "CrewAI",
    "AutoGen",
    "Google GenAI",
    "Vercel AI SDK",
    "Mastra"
   ],
   "page": "https://llms-technical-reviews.com/p/composio/",
   "detail": "/api/v1/projects/composio.json"
  },
  {
   "slug": "crawl4ai",
   "repo": "unclecode/crawl4ai",
   "category": "ai-scraping",
   "tagline": "Python library and server that renders pages with Playwright and turns them into Markdown or JSON through pluggable strategies.",
   "sha": "8afd0a68064ff7049303c9f9d037ab6228aac43c",
   "commit_date": "2026-10-05T07:44:25+02:00",
   "stars": 84844,
   "language": "Python",
   "license": "Apache-2.0",
   "stack": [
    "Python",
    "FastAPI",
    "Playwright",
    "pypdf",
    "Redis",
    "BeautifulSoup/lxml",
    "Prometheus",
    "MCP (Model Context Protocol)",
    "aiohttp",
    "rank-bm25"
   ],
   "page": "https://llms-technical-reviews.com/p/crawl4ai/",
   "detail": "/api/v1/projects/crawl4ai.json"
  },
  {
   "slug": "cua",
   "repo": "trycua/cua",
   "category": "browser-control",
   "tagline": "Rust MCP driver for native apps and Chromium on macOS, Windows and Linux, plus a Python agent loop, sandboxes and benchmarks.",
   "sha": "4f33cd6b119c50b11d96d82d023722fc2edf1bc0",
   "commit_date": "2026-10-06T13:39:55+02:00",
   "stars": 28422,
   "language": "Rust",
   "license": "MIT",
   "stack": [
    "Rust",
    "Python",
    "TypeScript",
    "Swift",
    "ONNX",
    "MCP",
    "Kotlin",
    "Nix"
   ],
   "page": "https://llms-technical-reviews.com/p/cua/",
   "detail": "/api/v1/projects/cua.json"
  },
  {
   "slug": "cyberscraper-2077",
   "repo": "itsOwen/CyberScraper-2077",
   "category": "ai-scraping",
   "tagline": "Streamlit chat app that renders a page with Patchright, flattens it to text, and asks an LLM to answer or export it as JSON, CSV or SQL.",
   "sha": "a260fa81f4a0c7c732885cceb68333c91fcda3d9",
   "commit_date": "2026-09-27T20:21:29+05:30",
   "stars": 3280,
   "language": "Python",
   "license": "MIT",
   "stack": [
    "Python",
    "Streamlit",
    "Patchright (undetected Playwright fork)",
    "LangChain",
    "BeautifulSoup / lxml",
    "aiohttp",
    "OpenAI API (GPT models)",
    "Google Generative AI (Gemini)",
    "Ollama (local LLMs)",
    "LiteLLM (proxy LLM gateway)",
    "Tor / PySocks (onion routing)",
    "pandas / openpyxl / xlsxwriter",
    "Google Sheets API",
    "tiktoken"
   ],
   "page": "https://llms-technical-reviews.com/p/cyberscraper-2077/",
   "detail": "/api/v1/projects/cyberscraper-2077.json"
  },
  {
   "slug": "deepseek-reasonix",
   "repo": "esengine/DeepSeek-Reasonix",
   "category": "coding-agents",
   "tagline": "Single-binary Go coding agent built around prefix-cache-stable prompts, an optional planner/executor split, OS sandboxing and per-turn rewind.",
   "sha": "7f30fcbdb371585cd684947723097ec67ba4cf4f",
   "commit_date": "2026-10-06T08:53:07-07:00",
   "stars": 35741,
   "language": "Go",
   "license": "MIT",
   "stack": [
    "Go (go 1.26)",
    "bubblewrap (Linux sandbox)",
    "macOS sandbox-exec/Seatbelt",
    "tree-sitter (Rust/Python/JavaScript/TypeScript)",
    "SQLite via modernc.org/sqlite",
    "MCP (Model Context Protocol)",
    "OpenAI-compatible HTTP API",
    "Anthropic Messages API"
   ],
   "page": "https://llms-technical-reviews.com/p/deepseek-reasonix/",
   "detail": "/api/v1/projects/deepseek-reasonix.json"
  },
  {
   "slug": "deepwiki-open",
   "repo": "AsyncFuncAI/deepwiki-open",
   "category": "open-source-deepwiki",
   "tagline": "FastAPI service and Next.js UI that embed a repo into a FAISS index, then generate a cited, Mermaid-heavy wiki with one prompt per page.",
   "sha": "d92819a9c9f3b99416e3580ff235fc9d3adf8b89",
   "commit_date": "2026-09-03T15:29:26-05:00",
   "stars": 18126,
   "language": "Python",
   "license": "MIT",
   "stack": [
    "Python",
    "FastAPI",
    "Next.js",
    "TypeScript",
    "adalflow",
    "FAISS",
    "OpenAI",
    "Google Gemini",
    "Anthropic",
    "Ollama",
    "Docker"
   ],
   "page": "https://llms-technical-reviews.com/p/deepwiki-open/",
   "detail": "/api/v1/projects/deepwiki-open.json"
  },
  {
   "slug": "deepwiki-rs",
   "repo": "sopaco/deepwiki-rs",
   "category": "open-source-deepwiki",
   "tagline": "Rust CLI (Litho) that runs a fixed chain of LLM agents over a local repo and writes C4-style Markdown docs with Mermaid diagrams.",
   "sha": "27dbd3ed74535213e7c40be8abcdcec4145bebf2",
   "commit_date": "2026-09-14T20:25:42+08:00",
   "stars": 3109,
   "language": "Rust",
   "license": "MIT",
   "stack": [
    "Rust",
    "tokio (async runtime)",
    "rig (LLM abstraction framework)",
    "serde (serialization)",
    "clap (CLI)",
    "toml (config)",
    "Mermaid diagrams"
   ],
   "page": "https://llms-technical-reviews.com/p/deepwiki-rs/",
   "detail": "/api/v1/projects/deepwiki-rs.json"
  },
  {
   "slug": "executor",
   "repo": "UsefulSoftwareCo/executor",
   "category": "connectors",
   "tagline": "MCP gateway that turns OpenAPI, GraphQL and MCP integrations into one policy-gated catalog agents call from sandboxed code.",
   "sha": "27dccb896fbaf9d1790496d1a8f131b790c89c68",
   "commit_date": "2026-10-05T17:27:54-07:00",
   "stars": 4080,
   "language": "TypeScript",
   "license": "MIT",
   "stack": [
    "TypeScript",
    "Bun",
    "Turborepo",
    "Effect-TS",
    "React",
    "MCP (Model Context Protocol)",
    "OpenAPI 3.x",
    "GraphQL",
    "QuickJS",
    "SQLite/Postgres",
    "Cloudflare Workers"
   ],
   "page": "https://llms-technical-reviews.com/p/executor/",
   "detail": "/api/v1/projects/executor.json"
  },
  {
   "slug": "firecrawl",
   "repo": "firecrawl/firecrawl",
   "category": "ai-scraping",
   "tagline": "Self-hostable scraping API that races fetch engines in a waterfall, converts pages to Markdown and runs LLM extraction.",
   "sha": "8c84d8b6a155495b8088c286d878b2f875de3918",
   "commit_date": "2026-10-06T04:27:05-04:00",
   "stars": 189121,
   "language": "TypeScript",
   "license": "AGPL-3.0",
   "stack": [
    "TypeScript",
    "Node.js",
    "Express",
    "NuQ job queue (Postgres / FoundationDB)",
    "Redis (BullMQ side queues)",
    "Playwright",
    "PostgreSQL",
    "Fire Engine (proprietary Chrome CDP service)",
    "Go HTML→Markdown service",
    "Vercel AI SDK"
   ],
   "page": "https://llms-technical-reviews.com/p/firecrawl/",
   "detail": "/api/v1/projects/firecrawl.json"
  },
  {
   "slug": "graphify",
   "repo": "Graphify-Labs/graphify",
   "category": "graph-rag",
   "tagline": "Coding-assistant skill and CLI that turns a repo into a tree-sitter code graph plus LLM-extracted doc nodes, queried over MCP by traversal.",
   "sha": "5c7b84792f453582676548185aaec3824d51dfe2",
   "commit_date": "2026-10-05T20:13:41+01:00",
   "stars": 124327,
   "language": "Python",
   "license": "Apache-2.0",
   "stack": [
    "Python",
    "NetworkX",
    "tree-sitter",
    "Leiden/graspologic_native (Rust)",
    "MCP (Model Context Protocol)",
    "HTML/JS (D3.js force-directed graph)"
   ],
   "page": "https://llms-technical-reviews.com/p/graphify/",
   "detail": "/api/v1/projects/graphify.json"
  },
  {
   "slug": "graphiti",
   "repo": "getzep/graphiti",
   "category": "memory",
   "tagline": "Temporal knowledge-graph memory for agents; LLM-extracted facts with validity dates, stored in Neo4j/FalkorDB, hybrid-searched.",
   "sha": "689de295c209631405c00e19e0af4f9735142f13",
   "commit_date": "2026-10-06T10:47:32-04:00",
   "stars": 31488,
   "language": "Python",
   "license": "Apache-2.0",
   "stack": [
    "Python (primary)",
    "Neo4j (primary graph store)",
    "FalkorDB / Kuzu / Neptune (alternative stores)",
    "FastAPI (REST server)",
    "MCP (Model Context Protocol server)",
    "OpenAI / Anthropic / Gemini / Groq (LLM providers)",
    "OpenAI / Voyage / Azure OpenAI / Gemini (embedding providers)",
    "pydantic (data models)",
    "Ruff (format/lint)",
    "pyright (type checking)",
    "pytest (testing)"
   ],
   "page": "https://llms-technical-reviews.com/p/graphiti/",
   "detail": "/api/v1/projects/graphiti.json"
  },
  {
   "slug": "graphrag",
   "repo": "microsoft/graphrag",
   "category": "graph-rag",
   "tagline": "Python pipeline that turns text into an LLM-extracted entity graph with Leiden community reports, queried by local, global and DRIFT search.",
   "sha": "769542fbf1d8e5b4c6a8677fefc34621c87894c5",
   "commit_date": "2026-09-23T16:13:34-06:00",
   "stars": 36237,
   "language": "Python",
   "license": "MIT",
   "stack": [
    "Python",
    "pandas",
    "NumPy",
    "litellm",
    "graspologic-native",
    "NetworkX",
    "Azure CosmosDB",
    "Parquet/CSV",
    "tiktoken",
    "Jinja"
   ],
   "page": "https://llms-technical-reviews.com/p/graphrag/",
   "detail": "/api/v1/projects/graphrag.json"
  },
  {
   "slug": "haystack",
   "repo": "deepset-ai/haystack",
   "category": "rag",
   "tagline": "Python framework for typed component pipelines and a tool-calling Agent, with an in-memory store and integrations for the rest.",
   "sha": "e03f7c66fcfa683be6c2b31858f54e60c792b656",
   "commit_date": "2026-10-06T10:13:25+00:00",
   "stars": 26683,
   "language": "Python",
   "license": "Apache-2.0",
   "stack": [
    "Python",
    "Hatch (build/env)",
    "OpenAI SDK",
    "numpy",
    "networkx (pipeline graphs)",
    "pydantic",
    "Jinja2 (prompts)"
   ],
   "page": "https://llms-technical-reviews.com/p/haystack/",
   "detail": "/api/v1/projects/haystack.json"
  },
  {
   "slug": "hermes-agent",
   "repo": "NousResearch/hermes-agent",
   "category": "personal-assistants",
   "tagline": "Python agent core behind a CLI, desktop app and 20-platform chat gateway, with guarded shell tools, curated memory and self-written skills.",
   "sha": "950ea4d51eb5667d0258dbead49cc8be82a6e7bf",
   "commit_date": "2026-10-06T14:07:07-04:00",
   "stars": 251643,
   "language": "Python",
   "license": "MIT",
   "stack": [
    "Python 3.14",
    "SQLite (WAL mode + FTS5)",
    "OpenAI SDK / Anthropic SDK / httpx",
    "Docker / s6-overlay",
    "Node.js",
    "Electron (desktop app)",
    "uv (package manager)"
   ],
   "page": "https://llms-technical-reviews.com/p/hermes-agent/",
   "detail": "/api/v1/projects/hermes-agent.json"
  },
  {
   "slug": "hindsight",
   "repo": "vectorize-io/hindsight",
   "category": "memory",
   "tagline": "Postgres-based agent memory server: LLM fact extraction, four-arm recall with RRF and cross-encoder, LLM consolidation, agentic reflect.",
   "sha": "8830bbb3bcde8600431b7ffcfea62074113f263f",
   "commit_date": "2026-10-06T16:09:37+02:00",
   "stars": 46262,
   "language": "Python",
   "license": "MIT",
   "stack": [
    "Python",
    "FastAPI",
    "PostgreSQL",
    "pgvector",
    "Next.js",
    "Rust",
    "TypeScript",
    "Docusaurus"
   ],
   "page": "https://llms-technical-reviews.com/p/hindsight/",
   "detail": "/api/v1/projects/hindsight.json"
  },
  {
   "slug": "hipporag",
   "repo": "OSU-NLP-Group/HippoRAG",
   "category": "graph-rag",
   "tagline": "Research RAG library that links OpenIE triples, entities and passages in one igraph and ranks passages with Personalized PageRank.",
   "sha": "2bfd831417202b49cda9da7973e141a456e16872",
   "commit_date": "2026-10-01T17:23:08-04:00",
   "stars": 4042,
   "language": "Python",
   "license": "MIT",
   "stack": [
    "Python",
    "igraph (python-igraph)",
    "NumPy/Pandas/Parquet",
    "OpenAI/Anthropic/vLLM/Bedrock LLM APIs",
    "Embedding models via API (OpenAI, NV-Embed-v2, GritLM, Cohere, Contriever)",
    "Optional: Qdrant, ChromaDB, Milvus vector stores",
    "SQLite (for LLM response caching)"
   ],
   "page": "https://llms-technical-reviews.com/p/hipporag/",
   "detail": "/api/v1/projects/hipporag.json"
  },
  {
   "slug": "honcho",
   "repo": "plastic-labs/honcho",
   "category": "memory",
   "tagline": "Memory server where background LLM workers distil peer messages into conclusions that agents query through a chat endpoint.",
   "sha": "11b22bff8b3fdd3d23d90a53357a418e0cf2e084",
   "commit_date": "2026-10-06T11:02:59-04:00",
   "stars": 7488,
   "language": "Python",
   "license": "AGPL-3.0",
   "stack": [
    "Python (FastAPI, SQLAlchemy, Pydantic)",
    "PostgreSQL with pgvector extension (HNSW indexes)",
    "Optional: Redis, Turbopuffer, LanceDB, Qdrant, ChromaDB",
    "TypeScript SDK (Bun)",
    "Docker Compose for self-hosting"
   ],
   "page": "https://llms-technical-reviews.com/p/honcho/",
   "detail": "/api/v1/projects/honcho.json"
  },
  {
   "slug": "hyperagent",
   "repo": "hyperbrowserai/HyperAgent",
   "category": "browser-control",
   "tagline": "TypeScript SDK that adds LLM-driven ai(), perform() and extract() to Playwright pages, picking elements from a CDP accessibility tree.",
   "sha": "a7ec1f45e2f7b99ea505218b0516d156da7597b5",
   "commit_date": "2026-05-11T14:41:07-07:00",
   "stars": 1589,
   "language": "TypeScript",
   "license": "AGPL-3.0",
   "stack": [
    "TypeScript",
    "Playwright (playwright-core)",
    "Chrome DevTools Protocol (CDP)",
    "Node.js",
    "Zod",
    "OpenAI SDK",
    "Anthropic SDK",
    "Google GenAI SDK",
    "DeepSeek SDK"
   ],
   "page": "https://llms-technical-reviews.com/p/hyperagent/",
   "detail": "/api/v1/projects/hyperagent.json"
  },
  {
   "slug": "inbox-zero",
   "repo": "elie222/inbox-zero",
   "category": "personal-assistants",
   "tagline": "AI email assistant for Gmail and Outlook: plain-English rules triage new mail and pre-draft replies, plus a chat agent for the inbox.",
   "sha": "b52de26751fbb58a0ff95266fc416061b88269da",
   "commit_date": "2026-10-06T17:33:59+00:00",
   "stars": 12423,
   "language": "TypeScript",
   "license": "AGPL-3.0",
   "stack": [
    "TypeScript",
    "Next.js (App Router)",
    "Prisma (PostgreSQL)",
    "Redis (BullMQ/Upstash)",
    "Vercel AI SDK",
    "Tailwind CSS",
    "shadcn/ui",
    "Google Gmail/People APIs",
    "Microsoft Graph API",
    "Electron (desktop)",
    "Docker"
   ],
   "page": "https://llms-technical-reviews.com/p/inbox-zero/",
   "detail": "/api/v1/projects/inbox-zero.json"
  },
  {
   "slug": "jev-ultrafast",
   "repo": "browser-use/jev-ultrafast",
   "category": "browser-control",
   "tagline": "Python browser agent where TypeSafe's Jev picks an operation and an indexed DOM element per step, and a small LLM only types text.",
   "sha": "1231850a0bf1a0c0341fe408ef1668dbbfdfac46",
   "commit_date": "2026-09-18T09:28:35-07:00",
   "stars": 22184,
   "language": "Python",
   "license": "MIT",
   "stack": [
    "Python >=3.12",
    "browser-harness (CDP)",
    "httpx[http2]",
    "TypeSafe AI API",
    "OpenAI-compatible text helper API (DeepSeek/Gemini/GLM/OpenRouter)"
   ],
   "page": "https://llms-technical-reviews.com/p/jev-ultrafast/",
   "detail": "/api/v1/projects/jev-ultrafast.json"
  },
  {
   "slug": "khoj",
   "repo": "khoj-ai/khoj",
   "category": "personal-assistants",
   "tagline": "Self-hosted multi-user chat server that answers from your pgvector-indexed notes, web search, sandboxed code and a computer-use agent.",
   "sha": "ae229ca894c0b80ad84664afcfdde523b5e87057",
   "commit_date": "2026-08-01T18:55:40-07:00",
   "stars": 37572,
   "language": "Python",
   "license": "AGPL-3.0",
   "stack": [
    "Python 3.10-3.12",
    "FastAPI",
    "Django 5.1",
    "PostgreSQL + pgvector",
    "Next.js (React)",
    "Bun",
    "Docker",
    "PyTorch / sentence-transformers",
    "APScheduler"
   ],
   "page": "https://llms-technical-reviews.com/p/khoj/",
   "detail": "/api/v1/projects/khoj.json"
  },
  {
   "slug": "klavis",
   "repo": "Klavis-AI/klavis",
   "category": "connectors",
   "tagline": "Apache-2.0 monorepo of ~100 self-hostable MCP servers plus Strata, an MCP router that hides them behind five meta-tools.",
   "sha": "45c9f7da83d1cf43f7429b96f9c8e8153542ea1e",
   "commit_date": "2026-06-01T14:21:02-07:00",
   "stars": 5807,
   "language": "Python",
   "license": "Apache-2.0",
   "stack": [
    "Python (primary)",
    "Go (GitHub MCP server)",
    "Bash (OAuth wrapper)",
    "Docker",
    "Fern/OpenAPI (SDK codegen)"
   ],
   "page": "https://llms-technical-reviews.com/p/klavis/",
   "detail": "/api/v1/projects/klavis.json"
  },
  {
   "slug": "kotaemon",
   "repo": "Cinnamon/kotaemon",
   "category": "rag",
   "tagline": "Gradio app for chatting with documents: keyword plus vector retrieval, rerankers, highlighted citations, GraphRAG/LightRAG indexes and ReAct agents.",
   "sha": "9ad3e4e49aa35b8acddd235918a5d9753c1cfdf9",
   "commit_date": "2026-05-30T21:02:58+07:00",
   "stars": 25796,
   "language": "Python",
   "license": "Apache-2.0",
   "stack": [
    "Python",
    "Gradio",
    "LlamaIndex",
    "LangChain",
    "SQLAlchemy",
    "ChromaDB",
    "LanceDB",
    "Elasticsearch",
    "Qdrant",
    "Milvus",
    "FastEmbed",
    "OpenAI",
    "Anthropic",
    "Cohere",
    "VoyageAI",
    "PaddleOCR",
    "Docker"
   ],
   "page": "https://llms-technical-reviews.com/p/kotaemon/",
   "detail": "/api/v1/projects/kotaemon.json"
  },
  {
   "slug": "leon",
   "repo": "leon-ai/leon",
   "category": "personal-assistants",
   "tagline": "Self-hosted Node.js assistant: a tool-calling agent loop over JSON-declared toolkits, layered SQLite memory and optional remote-device tools.",
   "sha": "24714435b41cb6de7abf7b4a963f2ca4d0bb05ce",
   "commit_date": "2026-10-06T14:59:04+08:00",
   "stars": 17556,
   "language": "TypeScript",
   "license": "MIT",
   "stack": [
    "Node.js (≥24)",
    "TypeScript",
    "pnpm workspace monorepo",
    "Socket.IO (client + server)",
    "Fastify (HTTP server)",
    "better-sqlite3 (SQLite DB)",
    "Vite (app/web-app frontends)",
    "React 19 + TanStack (web-app UI)",
    "Python (optional, bridge architecture)"
   ],
   "page": "https://llms-technical-reviews.com/p/leon/",
   "detail": "/api/v1/projects/leon.json"
  },
  {
   "slug": "lightrag",
   "repo": "HKUDS/LightRAG",
   "category": "graph-rag",
   "tagline": "Python graph RAG engine that merges LLM-extracted entities into one graph and retrieves by keyword-matched entities, relations and chunks.",
   "sha": "453dce83d6d0354a06e46c8d4029a0895c4e054b",
   "commit_date": "2026-09-26T16:33:35+08:00",
   "stars": 39998,
   "language": "Python",
   "license": "MIT",
   "stack": [
    "Python",
    "TypeScript",
    "React",
    "FastAPI",
    "NetworkX",
    "NanoVectorDB",
    "Neo4j",
    "PostgreSQL",
    "MongoDB",
    "Redis",
    "Faiss",
    "Qdrant",
    "Milvus",
    "OpenSearch"
   ],
   "page": "https://llms-technical-reviews.com/p/lightrag/",
   "detail": "/api/v1/projects/lightrag.json"
  },
  {
   "slug": "llama_index",
   "repo": "run-llama/llama_index",
   "category": "rag",
   "tagline": "Python RAG and agent framework with a core of index, retriever, synthesizer and agent abstractions plus ~550 integration packages.",
   "sha": "81f0e06f6e61a5659bd409cac4a199e28c2fd85e",
   "commit_date": "2026-10-05T09:17:09-06:00",
   "stars": 52422,
   "language": "Python",
   "license": "MIT",
   "stack": [
    "Python",
    "Pydantic",
    "NumPy",
    "fsspec",
    "tqdm"
   ],
   "page": "https://llms-technical-reviews.com/p/llama_index/",
   "detail": "/api/v1/projects/llama_index.json"
  },
  {
   "slug": "llm-graph-builder",
   "repo": "neo4j-labs/llm-graph-builder",
   "category": "graph-rag",
   "tagline": "FastAPI and React app that turns files, URLs and transcripts into a Neo4j knowledge graph via LLMGraphTransformer, plus GraphRAG chat.",
   "sha": "5ff7af3e9bb9226e1bbecd02f70f8d98697727a7",
   "commit_date": "2026-07-30T16:09:39+05:30",
   "stars": 5274,
   "language": "Jupyter Notebook",
   "license": "Apache-2.0",
   "stack": [
    "Python 3.12+",
    "FastAPI",
    "React",
    "Neo4j 5.23+",
    "LangChain / LangChain-Neo4j",
    "Neo4j GDS (Graph Data Science)",
    "Multiple LLM providers (OpenAI, Gemini, Anthropic, Bedrock, Groq, Ollama, Diffbot)",
    "Sentence-Transformers / HuggingFace",
    "Docker Compose"
   ],
   "page": "https://llms-technical-reviews.com/p/llm-graph-builder/",
   "detail": "/api/v1/projects/llm-graph-builder.json"
  },
  {
   "slug": "llm-scraper",
   "repo": "mishushakov/llm-scraper",
   "category": "ai-scraping",
   "tagline": "TypeScript library that turns an already-open Playwright page into schema-typed data, or generated scraper code, via the Vercel AI SDK.",
   "sha": "2b43d999a17eac040f7cc315fc21dd526870564f",
   "commit_date": "2026-06-15T12:48:44+02:00",
   "stars": 6936,
   "language": "TypeScript",
   "license": "MIT",
   "stack": [
    "TypeScript",
    "Playwright",
    "Vercel AI SDK",
    "Turndown",
    "Zod"
   ],
   "page": "https://llms-technical-reviews.com/p/llm-scraper/",
   "detail": "/api/v1/projects/llm-scraper.json"
  },
  {
   "slug": "mcp-context-forge",
   "repo": "IBM/mcp-context-forge",
   "category": "connectors",
   "tagline": "Python/FastAPI gateway that federates MCP servers, REST endpoints and A2A agents behind one RBAC-governed MCP endpoint.",
   "sha": "a10c655b9fc04d42d2029a565a25bad059409c77",
   "commit_date": "2026-10-06T15:59:06+00:00",
   "stars": 4579,
   "language": "Python",
   "license": "Apache-2.0",
   "stack": [
    "Python 3.12+",
    "FastAPI / Starlette",
    "SQLAlchemy ORM",
    "Pydantic v2",
    "Redis",
    "PostgreSQL / SQLite",
    "Rust MCP runtime (deprecated)",
    "Docker Compose",
    "Nginx"
   ],
   "page": "https://llms-technical-reviews.com/p/mcp-context-forge/",
   "detail": "/api/v1/projects/mcp-context-forge.json"
  },
  {
   "slug": "mem0",
   "repo": "mem0ai/mem0",
   "category": "memory",
   "tagline": "Python and TypeScript memory layer: an LLM extracts facts from chats into a vector store, recalled by semantic, BM25 and entity scoring.",
   "sha": "c93420c49a6b14c3d446bdb156d96811908fd90a",
   "commit_date": "2026-10-05T20:52:59+05:30",
   "stars": 66671,
   "language": "Python",
   "license": "Apache-2.0",
   "stack": [
    "Python",
    "TypeScript",
    "FastAPI",
    "pgvector / 20+ pluggable vector stores",
    "SQLite (history)"
   ],
   "page": "https://llms-technical-reviews.com/p/mem0/",
   "detail": "/api/v1/projects/mem0.json"
  },
  {
   "slug": "memmachine",
   "repo": "MemMachine/MemMachine",
   "category": "memory",
   "tagline": "FastAPI memory server: raw episodes in a graph or vector store, plus LLM-extracted profile facts updated in the background.",
   "sha": "c1c04bcaf775035f4aa1e61f466e0d9f1a6c6a96",
   "commit_date": "2026-10-05T17:50:36-07:00",
   "stars": 3055,
   "language": "Python",
   "license": "Apache-2.0",
   "stack": [
    "Python",
    "FastAPI (REST / MCP)",
    "PostgreSQL + pgvector",
    "Neo4j (graph + vector)",
    "Qdrant (vector DB)",
    "SQLite + sqlite-vec",
    "Milvus",
    "NebulaGraph Enterprise",
    "LangChain/LangGraph/CrewAI/LlamaIndex integrations",
    "Docker compose deployment"
   ],
   "page": "https://llms-technical-reviews.com/p/memmachine/",
   "detail": "/api/v1/projects/memmachine.json"
  },
  {
   "slug": "memori",
   "repo": "MemoriLabs/Memori",
   "category": "memory",
   "tagline": "Python/TS SDK that wraps your LLM client, extracts facts via Memori's hosted API, and stores and recalls them in your own SQL or Mongo DB.",
   "sha": "574b1ea3e876f100ef82c37817d603eb7e258e59",
   "commit_date": "2026-09-17T17:03:14-07:00",
   "stars": 17077,
   "language": "Python",
   "license": "Apache-2.0",
   "stack": [
    "Python",
    "TypeScript",
    "PostgreSQL",
    "MongoDB",
    "SQLite",
    "MySQL",
    "TiDB",
    "OceanBase",
    "Oracle",
    "CockroachDB",
    "FAISS",
    "Rust (native core for embeddings)",
    "REST API"
   ],
   "page": "https://llms-technical-reviews.com/p/memori/",
   "detail": "/api/v1/projects/memori.json"
  },
  {
   "slug": "memos",
   "repo": "MemTensor/MemOS",
   "category": "memory",
   "tagline": "Python memory server (graph DB + vectors, LLM extraction, async scheduler) plus a separate local SQLite plugin for agent harnesses.",
   "sha": "a7367d07e55db61099f7b4e2c1108bc5831a24f3",
   "commit_date": "2026-09-22T09:51:03+08:00",
   "stars": 11730,
   "language": "TypeScript",
   "license": "Apache-2.0",
   "stack": [
    "Python",
    "FastAPI",
    "Qdrant",
    "Milvus",
    "Neo4j",
    "PolarDB",
    "PostgreSQL+pgvector",
    "SQLAlchemy",
    "Ollama",
    "OpenAI",
    "FastMCP",
    "Redis"
   ],
   "page": "https://llms-technical-reviews.com/p/memos/",
   "detail": "/api/v1/projects/memos.json"
  },
  {
   "slug": "merge-mcp",
   "repo": "merge-api/merge-mcp",
   "category": "connectors",
   "tagline": "Small Python stdio MCP server that turns the Merge unified-API OpenAPI schema into scope-filtered tools at startup.",
   "sha": "171177a7d966c3dda65a990e9f7c449bd9c4067c",
   "commit_date": "2025-04-30T16:34:40-07:00",
   "stars": 20,
   "language": "Python",
   "license": null,
   "stack": [
    "Python ≥3.10",
    "MCP Python SDK (mcp)",
    "httpx (async HTTP)",
    "pydantic",
    "hatchling (build)",
    "pytest / pytest-asyncio (tests)"
   ],
   "page": "https://llms-technical-reviews.com/p/merge-mcp/",
   "detail": "/api/v1/projects/merge-mcp.json"
  },
  {
   "slug": "metorial",
   "repo": "metorial/metorial",
   "category": "connectors",
   "tagline": "Catalog of 1,149 TypeScript integrations built on Slates, a JSON-RPC SDK for agent tools, auth flows and trigger groups.",
   "sha": "54e6a25a8d7f01e293c6bf33bc08e3713d26d5cd",
   "commit_date": "2026-10-06T18:26:08+02:00",
   "stars": 3364,
   "language": "TypeScript",
   "license": null,
   "stack": [
    "TypeScript",
    "Bun",
    "Turborepo",
    "Zod",
    "Slates SDK (integration packages)"
   ],
   "page": "https://llms-technical-reviews.com/p/metorial/",
   "detail": "/api/v1/projects/metorial.json"
  },
  {
   "slug": "nango",
   "repo": "NangoHQ/nango",
   "category": "connectors",
   "tagline": "Integration platform with a 1,000-provider YAML auth catalog, credential-injecting proxy, hosted TypeScript functions and MCP endpoints.",
   "sha": "8da00015e150d812680151d82c4a8c1650f9687e",
   "commit_date": "2026-10-06T12:02:13+00:00",
   "stars": 12539,
   "language": "TypeScript",
   "license": "Elastic-2.0",
   "stack": [
    "TypeScript",
    "Node.js",
    "PostgreSQL",
    "Redis",
    "Express",
    "MCP (Model Context Protocol)",
    "Docker",
    "AWS SQS",
    "Knex.js"
   ],
   "page": "https://llms-technical-reviews.com/p/nango/",
   "detail": "/api/v1/projects/nango.json"
  },
  {
   "slug": "nano-graphrag",
   "repo": "gusye1234/nano-graphrag",
   "category": "graph-rag",
   "tagline": "A small, readable Python reimplementation of Microsoft GraphRAG with local, global and naive query modes over a NetworkX graph.",
   "sha": "acb35c065614eb5a2f5f1be9a56b235f5a2e0a7a",
   "commit_date": "2026-01-27T15:50:55+08:00",
   "stars": 3991,
   "language": "Python",
   "license": "MIT",
   "stack": [
    "Python",
    "NetworkX",
    "OpenAI API",
    "graspologic",
    "nano-vectordb",
    "tiktoken",
    "DSPy (optional)"
   ],
   "page": "https://llms-technical-reviews.com/p/nano-graphrag/",
   "detail": "/api/v1/projects/nano-graphrag.json"
  },
  {
   "slug": "omniparse",
   "repo": "adithya-s-k/omniparse",
   "category": "ai-scraping",
   "tagline": "Self-hosted FastAPI server that wraps marker, Florence-2, Whisper and a Selenium crawler to turn files and URLs into markdown.",
   "sha": "9d1ae83c46de777427e67b48f82eaca45ad7994a",
   "commit_date": "2024-11-04T00:43:13+05:30",
   "stars": 7933,
   "language": "Python",
   "license": "GPL-3.0",
   "stack": [
    "Python",
    "FastAPI",
    "PyTorch",
    "Selenium/ChromeDriver",
    "Gradio",
    "BeautifulSoup",
    "html2text",
    "openai-whisper",
    "marker-pdf/surya-ocr",
    "Florence-2 transformers",
    "moviepy",
    "uvicorn",
    "img2pdf",
    "LibreOffice (headless)"
   ],
   "page": "https://llms-technical-reviews.com/p/omniparse/",
   "detail": "/api/v1/projects/omniparse.json"
  },
  {
   "slug": "onyx",
   "repo": "onyx-dot-app/onyx",
   "category": "rag",
   "tagline": "Self-hosted AI chat and enterprise search: 40+ connectors index into OpenSearch, and an LLM tool-calling loop answers with citations.",
   "sha": "a8d6de78eb15aedf9ecee595f4ed999f81c39fda",
   "commit_date": "2026-10-06T18:00:22+00:00",
   "stars": 32336,
   "language": "Python",
   "license": "MIT (ee/ under a separate licence)",
   "stack": [
    "Python",
    "FastAPI",
    "Celery",
    "PostgreSQL",
    "OpenSearch",
    "Redis",
    "Next.js",
    "React",
    "TypeScript",
    "LiteLLM"
   ],
   "page": "https://llms-technical-reviews.com/p/onyx/",
   "detail": "/api/v1/projects/onyx.json"
  },
  {
   "slug": "open-lovable",
   "repo": "firecrawl/open-lovable",
   "category": "coding-agents",
   "tagline": "Next.js prompt-to-app builder that clones sites via Firecrawl into a React/Vite app previewed in a cloud sandbox.",
   "sha": "69bd93bae7a9c97ef989eb70aabe6797fb3dac89",
   "commit_date": "2025-11-19T10:15:21-05:00",
   "stars": 28633,
   "language": "TypeScript",
   "license": "MIT",
   "stack": [
    "Next.js 15 (App Router)",
    "React 19",
    "TypeScript",
    "Tailwind CSS 3",
    "Vite (in sandbox)",
    "Vercel AI SDK (@ai-sdk/*)",
    "@vercel/sandbox / @e2b/code-interpreter",
    "Bun (package manager)",
    "Pixi.js (animations)"
   ],
   "page": "https://llms-technical-reviews.com/p/open-lovable/",
   "detail": "/api/v1/projects/open-lovable.json"
  },
  {
   "slug": "openbot",
   "repo": "CopilotKit/OpenBot",
   "category": "personal-assistants",
   "tagline": "Self-hosted platform where AG-UI agents get their own browser computer, with every action policy-checked and audited first.",
   "sha": "f4bc60bf9b12c65eb3d7640173f1b3432f6b2a60",
   "commit_date": "2026-10-05T16:35:50-07:00",
   "stars": 6116,
   "language": "TypeScript",
   "license": "MIT",
   "stack": [
    "Bun (runtime)",
    "React + TanStack Router (frontend)",
    "Hono (API server)",
    "PostgreSQL + Drizzle ORM (database)",
    "AG-UI protocol (agent communication)",
    "CopilotKit Intelligence (threads/memory/learning)",
    "Docker (agent isolation)",
    "Playwright/Chromium (agent browsers)",
    "TypeScript (primary language)",
    "Python (some agents)",
    "MCP (tool integration)",
    "Composio (third-party integrations)"
   ],
   "page": "https://llms-technical-reviews.com/p/openbot/",
   "detail": "/api/v1/projects/openbot.json"
  },
  {
   "slug": "openclaw",
   "repo": "openclaw/openclaw",
   "category": "personal-assistants",
   "tagline": "Local Gateway that connects ~28 chat channels and companion apps to an embedded tool-calling agent with SQLite state and plugins.",
   "sha": "10334ec913d7b18f32e6e1d16e9ac10bdc760534",
   "commit_date": "2026-10-06T10:54:35-07:00",
   "stars": 391500,
   "language": "TypeScript",
   "license": "MIT",
   "stack": [
    "TypeScript",
    "Node.js (24+, node:sqlite)",
    "SQLite (node:sqlite, sqlite-vec)",
    "pnpm workspace monorepo",
    "JSON Schema configuration",
    "Docker (multi-stage, bookworm-slim)"
   ],
   "page": "https://llms-technical-reviews.com/p/openclaw/",
   "detail": "/api/v1/projects/openclaw.json"
  },
  {
   "slug": "opencode",
   "repo": "anomalyco/opencode",
   "category": "coding-agents",
   "tagline": "Client/server TypeScript coding agent on Bun and Effect: any AI SDK provider, permission-ruled tools, TUI, desktop and SDK clients.",
   "sha": "4ac0d9c3d169bbe81d9570013effdda3fe24d36e",
   "commit_date": "2026-10-06T16:28:48+00:00",
   "stars": 212017,
   "language": "TypeScript",
   "license": "MIT",
   "stack": [
    "TypeScript",
    "Bun",
    "Effect (Effect-TS)",
    "AI SDK (Vercel)",
    "SolidJS (TUI)",
    "Electron (Desktop)",
    "Vite (Web)",
    "PostgreSQL/SQLite (Drizzle ORM)"
   ],
   "page": "https://llms-technical-reviews.com/p/opencode/",
   "detail": "/api/v1/projects/opencode.json"
  },
  {
   "slug": "opendeepwiki",
   "repo": "AIDotNet/OpenDeepWiki",
   "category": "open-source-deepwiki",
   "tagline": "ASP.NET Core service in which tool-calling LLM agents read a repo and write its wiki, mind map and translations into SQLite or PostgreSQL.",
   "sha": "d33113c88c56458c202fa6904ec114387319f1f5",
   "commit_date": "2026-10-05T04:09:02+08:00",
   "stars": 3615,
   "language": "C#",
   "license": "MIT",
   "stack": [
    "ASP.NET Core (C#)",
    "Next.js 16 (TypeScript/React 19)",
    "EF Core (SQLite/PostgreSQL)",
    "LibGit2Sharp (Git operations)",
    "Microsoft.Agents.AI (LLM orchestration)",
    "Docker Compose / Makefile (deployment)"
   ],
   "page": "https://llms-technical-reviews.com/p/opendeepwiki/",
   "detail": "/api/v1/projects/opendeepwiki.json"
  },
  {
   "slug": "opendeepwiki-go",
   "repo": "weibaohui/openDeepWiki",
   "category": "open-source-deepwiki",
   "tagline": "Go server (not AIDotNet's OpenDeepWiki) where Eino agent chains with shell access plan a wiki, write each page and answer chat.",
   "sha": "bf64e72c1c4b379c24b41ddcc289bcd9b282bc49",
   "commit_date": "2026-03-26T11:24:26+08:00",
   "stars": 101,
   "language": "Go",
   "license": null,
   "stack": [
    "Go",
    "Eino ADK (AI agent framework)",
    "Gin (web framework)",
    "React",
    "TypeScript",
    "Ant Design X",
    "SQLite / MySQL (GORM)",
    "Mermaid.js",
    "WebSocket"
   ],
   "page": "https://llms-technical-reviews.com/p/opendeepwiki-go/",
   "detail": "/api/v1/projects/opendeepwiki-go.json"
  },
  {
   "slug": "openinterpreter",
   "repo": "openinterpreter/openinterpreter",
   "category": "coding-agents",
   "tagline": "Rust fork of OpenAI Codex that re-creates other agents' prompts, tools and wire formats (\"harnesses\") to get more out of open models.",
   "sha": "2767e5f20d6927500b8f1938c773c61afb823245",
   "commit_date": "2026-10-02T08:44:16+01:00",
   "stars": 68515,
   "language": "Rust",
   "license": "Apache-2.0",
   "stack": [
    "Rust",
    "Bazel",
    "Python",
    "TypeScript",
    "MCP (Model Context Protocol)",
    "bubblewrap/Landlock/Seatbelt sandboxing",
    "Anthropic Responses API / OpenAI API"
   ],
   "page": "https://llms-technical-reviews.com/p/openinterpreter/",
   "detail": "/api/v1/projects/openinterpreter.json"
  },
  {
   "slug": "pageindex",
   "repo": "VectifyAI/PageIndex",
   "category": "rag",
   "tagline": "Python SDK that builds a page-ranged section tree per PDF and lets an LLM agent read it with tools instead of vector search.",
   "sha": "6d23caf416858f2ca136840305d1f479a86f6ef7",
   "commit_date": "2026-10-01T23:20:09+08:00",
   "stars": 38760,
   "language": "Python",
   "license": "MIT",
   "stack": [
    "Python",
    "LiteLLM",
    "pypdfium2",
    "OpenAI Agents SDK",
    "Anthropic SDK",
    "MCP protocol",
    "PyPDF2",
    "Pillow",
    "requests"
   ],
   "page": "https://llms-technical-reviews.com/p/pageindex/",
   "detail": "/api/v1/projects/pageindex.json"
  },
  {
   "slug": "pi-desktop",
   "repo": "vastsa/PI-Desktop",
   "category": "coding-agents",
   "tagline": "Electron desktop agent running the pi engine in a Node sidecar, with every tool call gated and executed by a Rust host-core.",
   "sha": "d403c96030381009c266140b7fba97edb6c1ca5d",
   "commit_date": "2026-10-07T00:10:44+08:00",
   "stars": 6421,
   "language": "TypeScript",
   "license": "LGPL-3.0",
   "stack": [
    "TypeScript/React (Electron app)",
    "Rust (host-core backend)",
    "JavaScript (package ecosystem with pnpm)",
    "SQLite (host-owned via Rust)"
   ],
   "page": "https://llms-technical-reviews.com/p/pi-desktop/",
   "detail": "/api/v1/projects/pi-desktop.json"
  },
  {
   "slug": "pipedream",
   "repo": "PipedreamHQ/pipedream",
   "category": "connectors",
   "tagline": "Source of Pipedream's 3,000+ app integrations (actions, triggers) plus the Connect SDKs that run them in Pipedream's cloud.",
   "sha": "19a02750f24ccff09da19d27ac0b6bb6b8478bfc",
   "commit_date": "2026-10-05T21:45:39-07:00",
   "stars": 11721,
   "language": "JavaScript",
   "license": "Pipedream Source Available License",
   "stack": [
    "JavaScript (ES modules, .mjs)",
    "TypeScript",
    "Node.js",
    "pnpm workspaces",
    "Axios (HTTP client)",
    "Supabase (component registry DB)",
    "GitHub Actions (CI/CD pipeline)"
   ],
   "page": "https://llms-technical-reviews.com/p/pipedream/",
   "detail": "/api/v1/projects/pipedream.json"
  },
  {
   "slug": "qm",
   "repo": "yc-software/qm",
   "category": "personal-assistants",
   "tagline": "Self-hosted agent server for Slack and web that gives every person and channel its own memory, sandbox and keychain.",
   "sha": "23af31b063ec7cc855701e54bcaac963f9bcce56",
   "commit_date": "2026-10-05T14:50:04-07:00",
   "stars": 15352,
   "language": "TypeScript",
   "license": "MIT",
   "stack": [
    "TypeScript",
    "Node.js (>=24.15)",
    "Fastify (HTTP API)",
    "Postgres (persistence)",
    "Bolt (@slack/bolt, Slack events)",
    "WebClient (@slack/web-api)",
    "Vite + Lit (web UI)",
    "pi-ai/pi-coding-agent (Pi harness)",
    "Docker / AWS / Fly.io / Porter (deploy backends)"
   ],
   "page": "https://llms-technical-reviews.com/p/qm/",
   "detail": "/api/v1/projects/qm.json"
  },
  {
   "slug": "quivr",
   "repo": "The-Vibe-Company/quivr",
   "category": "rag",
   "tagline": "Go engine that ingests content streams durably and serves hybrid search and alerts; parsing, embedding and ranking live in plugins.",
   "sha": "63d76a953fb3e42beb6fb771e86eec0f0d0fa009",
   "commit_date": "2026-10-06T17:03:17+02:00",
   "stars": 39580,
   "language": "Go",
   "license": "MIT",
   "stack": [
    "Go (GoLang)",
    "PostgreSQL",
    "Weaviate (vector+BM25)",
    "TEI / multilingual-E5-small (embedding)",
    "Temporal (workflows)",
    "SeaweedFS (S3 blob storage)",
    "Node.js (web UI)",
    "Python (plugin SDK, tokenizer)",
    "OpenTelemetry / Prometheus (observability)",
    "Docker / Docker Compose / Railway (deployment)"
   ],
   "page": "https://llms-technical-reviews.com/p/quivr/",
   "detail": "/api/v1/projects/quivr.json"
  },
  {
   "slug": "qwen-code",
   "repo": "QwenLM/qwen-code",
   "category": "coding-agents",
   "tagline": "Terminal coding agent forked from Gemini CLI, with a multi-provider model layer, bwrap/Landlock shell sandboxing and an LLM auto-approver.",
   "sha": "ac81c07dc8cc13a7a6d22d3af7b9fcc3f4858607",
   "commit_date": "2026-10-06T16:28:59+00:00",
   "stars": 28335,
   "language": "TypeScript",
   "license": "Apache-2.0",
   "stack": [
    "TypeScript",
    "Node.js ≥22",
    "pnpm workspaces",
    "Google GenAI SDK (@google/genai)",
    "MCP SDK (@modelcontextprotocol)",
    "ESBuild",
    "Vitest",
    "Bubblewrap (bwrap)",
    "Landlock",
    "Docker/Podman (sandbox)"
   ],
   "page": "https://llms-technical-reviews.com/p/qwen-code/",
   "detail": "/api/v1/projects/qwen-code.json"
  },
  {
   "slug": "r2r",
   "repo": "SciPhi-AI/R2R",
   "category": "rag",
   "tagline": "Python RAG server on Postgres/pgvector: hybrid and graph search, cited streaming answers, and RAG and research agents behind a REST API.",
   "sha": "9c5a94d151f90876bd7eb860f300a8fd662dc481",
   "commit_date": "2025-11-06T19:02:44-06:00",
   "stars": 8010,
   "language": "Python",
   "license": "MIT",
   "stack": [
    "Python",
    "FastAPI",
    "PostgreSQL/pgvector",
    "asyncpg",
    "LiteLLM",
    "OpenAI SDK",
    "Anthropic SDK",
    "pydantic",
    "BeautifulSoup4",
    "PyPDF",
    "python-docx",
    "python-pptx",
    "Unstructured API",
    "Mistral OCR",
    "Sentry",
    "Alembic",
    "APScheduler",
    "NetworkX"
   ],
   "page": "https://llms-technical-reviews.com/p/r2r/",
   "detail": "/api/v1/projects/r2r.json"
  },
  {
   "slug": "rag-anything",
   "repo": "HKUDS/RAG-Anything",
   "category": "rag",
   "tagline": "Multimodal document RAG library on LightRAG: parses PDFs, Office, images, audio and video, and adds VLM-captioned entities to its graph.",
   "sha": "8664e8b318a3ed651fe62dfcfddfb1f1d633d5be",
   "commit_date": "2026-10-06T19:51:14+08:00",
   "stars": 23483,
   "language": "Python",
   "license": "MIT",
   "stack": [
    "Python 3.10+",
    "LightRAG (knowledge graph + vector + KV storage)",
    "MinerU (PDF parsing)",
    "Docling (document parsing)",
    "PaddleOCR (OCR)",
    "faster-whisper (audio)",
    "ReportLab (text-to-PDF)",
    "Pillow (image processing)",
    "moviepy + scenedetect (video)"
   ],
   "page": "https://llms-technical-reviews.com/p/rag-anything/",
   "detail": "/api/v1/projects/rag-anything.json"
  },
  {
   "slug": "ragflow",
   "repo": "infiniflow/ragflow",
   "category": "rag",
   "tagline": "Go RAG server with DeepDoc layout parsing, hybrid BM25 + vector search over pluggable engines, and agentic chat modes.",
   "sha": "cc72ecb0af18ade5d58f84d107af7cd59a88c39f",
   "commit_date": "2026-10-06T22:30:31+08:00",
   "stars": 91730,
   "language": "Go",
   "license": "Apache-2.0",
   "stack": [
    "Go (backend)",
    "React + TypeScript (web frontend)",
    "Elasticsearch / Infinity / OceanBase / SeekDB / SereneDB (search engines)",
    "MySQL (relational DB)",
    "MinIO (object storage)",
    "NATS JetStream (ingestion queue)",
    "Kvrocks / Valkey / Redis (cache)",
    "ONNX (OCR/DLA models)",
    "Docker / docker-compose"
   ],
   "page": "https://llms-technical-reviews.com/p/ragflow/",
   "detail": "/api/v1/projects/ragflow.json"
  },
  {
   "slug": "rakazo",
   "repo": "elie222/rakazo",
   "category": "personal-assistants",
   "tagline": "Self-hosted persistent AI bots on a Pi agent runtime, with Postgres job queue, pluggable sandboxes and rule-based tool approval.",
   "sha": "4cdf3e23315c2633b6b3fde8977f197b986f06fa",
   "commit_date": "2026-10-06T05:03:20+03:00",
   "stars": 3369,
   "language": "TypeScript",
   "license": "Apache-2.0",
   "stack": [
    "TypeScript",
    "React 19 + Vite + Tailwind CSS",
    "Electron",
    "Expo (mobile)",
    "Hono + oRPC (API)",
    "PostgreSQL + Prisma",
    "Graphile Worker (job queue)",
    "Pi (agent runtime / Pi AI)",
    "Better Auth",
    "Docker (sandbox/computers)",
    "Composio, Pipedream Connect, MCP"
   ],
   "page": "https://llms-technical-reviews.com/p/rakazo/",
   "detail": "/api/v1/projects/rakazo.json"
  },
  {
   "slug": "readmex",
   "repo": "aibox22/readmeX",
   "category": "open-source-deepwiki",
   "tagline": "Python CLI that has an OpenAI-compatible LLM fill a README template or a fixed eight-page MkDocs site, with optional code RAG over Python.",
   "sha": "b83df6104cffacc0dabfa33e93c533bbd5b00fae",
   "commit_date": "2025-08-01T17:33:46+08:00",
   "stars": 630,
   "language": "Python",
   "license": "MIT",
   "stack": [
    "Python",
    "OpenAI Python SDK",
    "sentence-transformers",
    "FAISS",
    "rich (CLI)",
    "requests",
    "MkDocs (output)",
    "draw.io (architecture diagrams)"
   ],
   "page": "https://llms-technical-reviews.com/p/readmex/",
   "detail": "/api/v1/projects/readmex.json"
  },
  {
   "slug": "repoagent",
   "repo": "OpenBMB/RepoAgent",
   "category": "open-source-deepwiki",
   "tagline": "Python CLI that writes one LLM doc per function and class, ordered by a Jedi call graph and refreshed incrementally from git changes.",
   "sha": "825d988127d7bfd757237d9c4e8678d9104030f0",
   "commit_date": "2024-12-23T19:46:30+08:00",
   "stars": 1053,
   "language": "Python",
   "license": "Apache-2.0",
   "stack": [
    "Python 3.11+",
    "llama-index (OpenAI, OpenAIEmbedding, Chroma)",
    "Jedi (static analysis)",
    "AST (stdlib)",
    "GitPython",
    "Gradio",
    "loguru",
    "pydantic-settings",
    "click",
    "ChromaDB"
   ],
   "page": "https://llms-technical-reviews.com/p/repoagent/",
   "detail": "/api/v1/projects/repoagent.json"
  },
  {
   "slug": "repowiki",
   "repo": "he-yufeng/RepoWiki",
   "category": "open-source-deepwiki",
   "tagline": "Python CLI and FastAPI app that builds a fixed-shape repo wiki from four LLM passes, an import-graph PageRank and TF-IDF chat.",
   "sha": "dffe6877b3c2725e49f05ae400da98c874263c23",
   "commit_date": "2026-10-05T04:47:07+08:00",
   "stars": 293,
   "language": "Python",
   "license": "MIT",
   "stack": [
    "Python 3.10+",
    "litellm (LLM client library)",
    "FastAPI (web server)",
    "networkx (graph/PageRank)",
    "aiosqlite (caching)",
    "React + Vite + TailwindCSS (frontend)",
    "Click (CLI)",
    "Rich (terminal UI)"
   ],
   "page": "https://llms-technical-reviews.com/p/repowiki/",
   "detail": "/api/v1/projects/repowiki.json"
  },
  {
   "slug": "scrapegraph-ai",
   "repo": "ScrapeGraphAI/Scrapegraph-ai",
   "category": "ai-scraping",
   "tagline": "Python library that turns a prompt and a URL into JSON by running LangChain LLMs over fetched, chunked pages in node graphs.",
   "sha": "194055e203afce41ed4e70365dbc416bad756115",
   "commit_date": "2026-10-06T08:27:50+00:00",
   "stars": 31573,
   "language": "Python",
   "license": "MIT",
   "stack": [
    "Python",
    "LangChain",
    "Playwright",
    "BeautifulSoup",
    "Pydantic",
    "html2text",
    "httpx/requests",
    "tiktoken",
    "semchunk"
   ],
   "page": "https://llms-technical-reviews.com/p/scrapegraph-ai/",
   "detail": "/api/v1/projects/scrapegraph-ai.json"
  },
  {
   "slug": "scrapling",
   "repo": "D4Vinci/Scrapling",
   "category": "ai-scraping",
   "tagline": "Python scraping library pairing an lxml parser that re-finds moved elements with curl_cffi, Playwright and stealth-browser fetchers.",
   "sha": "43dee004866e1c46843a9ac293cc1494aa7915d6",
   "commit_date": "2026-10-06T10:40:18+03:00",
   "stars": 85964,
   "language": "Python",
   "license": "BSD-3-Clause",
   "stack": [
    "Python 3.10+",
    "lxml / cssselect",
    "curl_cffi",
    "Playwright / Patchright",
    "browserforge",
    "markdownify",
    "mcp (MCP server)",
    "Protego (robots.txt)",
    "orjson",
    "anyio"
   ],
   "page": "https://llms-technical-reviews.com/p/scrapling/",
   "detail": "/api/v1/projects/scrapling.json"
  },
  {
   "slug": "semantica",
   "repo": "semantica-agi/semantica",
   "category": "graph-rag",
   "tagline": "Large Python knowledge-graph toolkit with spaCy/LLM extraction, pluggable graph stores, and GraphRAG-style community and global search.",
   "sha": "9a71df67bb50800bd74ebef25f4472726c571458",
   "commit_date": "2026-10-06T13:36:10+05:30",
   "stars": 13673,
   "language": "Python",
   "license": "MIT",
   "stack": [
    "Python",
    "spaCy (ML NER/dependency parsing)",
    "NetworkX (graph algorithms)",
    "Neo4j / Apache AGE / FalkorDB (graph DBs)",
    "FAISS / Qdrant / Weaviate / Pinecone (vector stores)",
    "OpenAI / Anthropic / Groq / Gemini / Ollama (LLM providers)",
    "Pydantic (schema validation)",
    "instructor (structured LLM output)"
   ],
   "page": "https://llms-technical-reviews.com/p/semantica/",
   "detail": "/api/v1/projects/semantica.json"
  },
  {
   "slug": "skyvern",
   "repo": "Skyvern-AI/skyvern",
   "category": "browser-control",
   "tagline": "Self-hosted LLM browser agent that picks actions from a scraped DOM tree plus screenshots, runs them in Playwright, and chains workflows.",
   "sha": "44de8cd1af2150a8cf0b28fe5cf9ec1f2f5728e1",
   "commit_date": "2026-10-05T14:41:33-05:00",
   "stars": 23142,
   "language": "Python",
   "license": "AGPL-3.0",
   "stack": [
    "Python 3.11+",
    "FastAPI (REST + WebSocket)",
    "Playwright (async)",
    "React (frontend)",
    "TypeScript (frontend)",
    "PostgreSQL (Alembic/asyncpg)",
    "LiteLLM (LLM routing)",
    "OpenAI SDK",
    "Anthropic SDK",
    "pytest",
    "Ruff/mypy"
   ],
   "page": "https://llms-technical-reviews.com/p/skyvern/",
   "detail": "/api/v1/projects/skyvern.json"
  },
  {
   "slug": "stagehand",
   "repo": "browserbase/stagehand",
   "category": "browser-control",
   "tagline": "Browser automation SDK (TS, Python, Go) whose act/observe/extract run inside a Chrome extension that drives pages over CDP.",
   "sha": "c9c8a41778b2000c9a9bdfc4b68e6c0c4866ab1a",
   "commit_date": "2026-10-06T11:27:20+02:00",
   "stars": 25546,
   "language": "TypeScript",
   "license": "MIT",
   "stack": [
    "TypeScript",
    "Chrome DevTools Protocol (CDP)",
    "Vercel AI SDK / @ai-sdk/*",
    "Zod",
    "Node.js",
    "Vite (extension build)",
    "zustand (runtime state)"
   ],
   "page": "https://llms-technical-reviews.com/p/stagehand/",
   "detail": "/api/v1/projects/stagehand.json"
  },
  {
   "slug": "supermemory",
   "repo": "supermemoryai/supermemory",
   "category": "memory",
   "tagline": "Client side of a hosted memory API: remote MCP server with widget, AI SDK/OpenAI/Mastra middleware and SDKs; the engine is closed-source.",
   "sha": "ac2180498223cce078eb263b9d240fdc2f5c3548",
   "commit_date": "2026-10-05T00:27:04+00:00",
   "stars": 31121,
   "language": "TypeScript",
   "license": "MIT",
   "stack": [
    "TypeScript",
    "React",
    "Hono",
    "Cloudflare Workers",
    "Drizzle ORM",
    "Next.js",
    "Turbo monorepo",
    "Bun",
    "Zod",
    "MCP SDK"
   ],
   "page": "https://llms-technical-reviews.com/p/supermemory/",
   "detail": "/api/v1/projects/supermemory.json"
  },
  {
   "slug": "trafilatura",
   "repo": "adbar/trafilatura",
   "category": "ai-scraping",
   "tagline": "Rule-based Python library and CLI that fetches pages over HTTP and extracts main text, comments and metadata without a browser or ML.",
   "sha": "6c1977a00b4e82ebb7e6fad1192467adaf24d430",
   "commit_date": "2026-10-02T18:53:21+02:00",
   "stars": 6920,
   "language": "Python",
   "license": "Apache-2.0",
   "stack": [
    "Python",
    "lxml (XML/HTML tree processing)",
    "urllib3 (HTTP downloads)",
    "courlan (URL management)",
    "justext (fallback extractor)",
    "vendored readability port (fallback extractor)",
    "htmldate (date extraction)",
    "pycurl (optional download backend)",
    "py3langid (optional language detection)"
   ],
   "page": "https://llms-technical-reviews.com/p/trafilatura/",
   "detail": "/api/v1/projects/trafilatura.json"
  },
  {
   "slug": "trustgraph",
   "repo": "trustgraph-ai/trustgraph",
   "category": "graph-rag",
   "tagline": "Microservice Graph RAG platform that extracts RDF triples onto a message bus and answers by cross-encoder-filtered graph hops.",
   "sha": "ea19308aaeb8458b9d988794eff7d4c0016bd43f",
   "commit_date": "2026-10-01T19:55:35-07:00",
   "stars": 2778,
   "language": "Python",
   "license": "Apache-2.0",
   "stack": [
    "Python",
    "Neo4j",
    "Memgraph",
    "FalkorDB",
    "Cassandra",
    "Qdrant",
    "Milvus",
    "Pinecone",
    "FAISS",
    "Apache Pulsar",
    "SQLite FTS5",
    "Prometheus",
    "NLTK",
    "OpenAI",
    "Claude",
    "vLLM",
    "Ollama",
    "TGI"
   ],
   "page": "https://llms-technical-reviews.com/p/trustgraph/",
   "detail": "/api/v1/projects/trustgraph.json"
  },
  {
   "slug": "typesafe-computer-use",
   "repo": "awlevin/typesafe-computer-use",
   "category": "browser-control",
   "tagline": "macOS computer-use loop in which a TypeSafe classifier picks each action from OCR and accessibility state; an LLM writes only free text.",
   "sha": "44ca11f0935b021b73020825da054b5c92cc1288",
   "commit_date": "2026-09-29T16:47:14-06:00",
   "stars": 1174,
   "language": "Python",
   "license": "MIT",
   "stack": [
    "Python 3.12+",
    "TypeSafe SDK (classifier)",
    "Anthropic SDK / OpenAI SDK (writer)",
    "macOS: Quartz, ApplicationServices, AppleScript, ocrmac/Vision OCR",
    "Windows: pywin32, uiautomation, winocr",
    "Pillow",
    "CDP / websocket-client (browser backend)",
    "pyautogui (OSWorld VM)"
   ],
   "page": "https://llms-technical-reviews.com/p/typesafe-computer-use/",
   "detail": "/api/v1/projects/typesafe-computer-use.json"
  },
  {
   "slug": "vector-graph-rag",
   "repo": "zilliztech/vector-graph-rag",
   "category": "graph-rag",
   "tagline": "Python Graph RAG library that stores entities, relations and passages as three Milvus collections and walks the graph by ID lookups.",
   "sha": "07acd794e2fc9ae14f34a0389db8e8a8e1079d2b",
   "commit_date": "2026-10-02T17:10:30+08:00",
   "stars": 254,
   "language": "Python",
   "license": "MIT",
   "stack": [
    "Python",
    "Milvus (Milvus Lite + pymilvus)",
    "OpenAI API (GPT models + text-embedding)",
    "langchain-core (Document model)",
    "pydantic + pydantic-settings",
    "Optional: HuggingFace, Voyage, Jina, Ollama, Mistral, Google embeddings"
   ],
   "page": "https://llms-technical-reviews.com/p/vector-graph-rag/",
   "detail": "/api/v1/projects/vector-graph-rag.json"
  },
  {
   "slug": "vibesdk",
   "repo": "cloudflare/vibesdk",
   "category": "coding-agents",
   "tagline": "Self-hostable prompt-to-app platform on Cloudflare Workers; a Durable Object agent writes, deploys and previews whole web apps.",
   "sha": "9da158d82c597a0e8f4bf033cdccd1053fb6fb15",
   "commit_date": "2026-09-07T12:58:35+05:30",
   "stars": 5398,
   "language": "TypeScript",
   "license": "MIT",
   "stack": [
    "TypeScript",
    "React 19",
    "Cloudflare Workers",
    "Durable Objects",
    "Hono",
    "D1 SQLite",
    "R2",
    "KV",
    "Vite",
    "TailwindCSS",
    "Bun",
    "WebSocket (PartySocket)"
   ],
   "page": "https://llms-technical-reviews.com/p/vibesdk/",
   "detail": "/api/v1/projects/vibesdk.json"
  },
  {
   "slug": "waku-agent",
   "repo": "ShenSeanChen/waku-agent",
   "category": "personal-assistants",
   "tagline": "Readable Python assistant harness: one Anthropic-shaped tool loop, gated SQLite/FTS5 memory, and built-in traces and evals.",
   "sha": "cd698a5d907d8dad0b76cb3f7ea3bec0a15edcf6",
   "commit_date": "2026-10-05T12:07:25-07:00",
   "stars": 1921,
   "language": "Python",
   "license": "MIT",
   "stack": [
    "Python 3.11+",
    "SQLite (FTS5)",
    "Anthropic SDK",
    "OpenAI SDK",
    "httpx/anyio (MCP)",
    "stdlib http.server (dashboard)",
    "pytest (evals)",
    "ruff (lint)",
    "OpenTelemetry",
    "Docker/Compose (hosted)"
   ],
   "page": "https://llms-technical-reviews.com/p/waku-agent/",
   "detail": "/api/v1/projects/waku-agent.json"
  },
  {
   "slug": "workflow-use",
   "repo": "browser-use/workflow-use",
   "category": "browser-control",
   "tagline": "Turns a recorded or agent-generated browser session into a step workflow that replays with text-based element finding, not an agent.",
   "sha": "5d2d19fe8835cc86f1bf3e04302a5000d590f249",
   "commit_date": "2026-08-27T11:04:59-07:00",
   "stars": 4208,
   "language": "Python",
   "license": "AGPL-3.0",
   "stack": [
    "Python",
    "Playwright (CDP)",
    "Pydantic",
    "browser-use",
    "FastMCP",
    "FastAPI",
    "JavaScript (browser extension)"
   ],
   "page": "https://llms-technical-reviews.com/p/workflow-use/",
   "detail": "/api/v1/projects/workflow-use.json"
  }
 ]
}