* feat(comparison): add Sim vs Competitor comparison pages - New /comparison hub + /comparison/[provider] detail pages for Sim vs 16 competitors (n8n, Zapier, Make, Gumloop, Workato, Retool, Pipedream, OpenAI AgentKit, Tines, StackAI, Power Automate, Vellum, Claude Cowork, Langflow, Flowise), each with ~60 sourced, dated facts across platform, AI capabilities, integrations, pricing, security, observability, and support - Data layer at lib/compare/data (types, per-competitor profiles) is UI-free and independently auditable - BreadcrumbList, ItemList, and FAQPage JSON-LD per page; sitemap picks up all pages automatically via ALL_COMPETITORS - Two new fact categories (parallel execution, Agent2Agent protocol) researched and sourced against every competitor's own docs * improvement(comparison): neutralize tone across competitor and Sim fact copy - Remove promotional/superlative adjectives applied to competitors (Zapier "one of the largest catalogs", Workato "notably wide", Retool "seamless"/"trusted solution", OpenAI "cutting-edge", Flowise "deep"/"mature"/"most widely adopted", Make "robust") - Reword the few places Sim's own accurate limitations read as unflattering rather than neutral fact (dynamic tool use, model fallback, durability, async execution, support channels, tracing) without changing the underlying facts - Restore the "Yes:"/"No:" value prefix on two Sim facts where it was accidentally dropped during rewording, since FactValue depends on that prefix to render the check/X status icon * fix(comparison): address review findings from Greptile and Cursor Bugbot - Fix parseFactValue regex to require a word boundary after Yes/No, so values like "Not documented"/"Not publicly documented" no longer get misread as a boolean "No" and render as neutral text again (Cursor) - Reword the self-hosting FAQ question to drop the false presupposition that the competitor doesn't self-host, which was wrong for n8n, Langflow, and Flowise (Greptile) - Rename isLastRow -> isNotLastRow in comparison-table.tsx to match what the variable actually computes (Greptile) - Move critters to devDependencies; it's a next build -time-only CSS inliner, not needed at runtime (Greptile) - Sitemap lastModified for comparison pages now matches the max(Sim, competitor) verified-date logic each page's own JSON-LD dateModified already uses, so the two never disagree (Cursor) * fix(comparison): fix doubled Yes prefix and missing period in hub FAQ - Two hub FAQ answers prepended "Yes." to fact values that already start with "Yes:", producing "Yes. Yes: ..." in visible copy and FAQPage JSON-LD. Export and reuse ensurePeriod instead of a hardcoded prefix. - The integrations-count FAQ answer ran two sentences together with no period before "Combined with...". Fixed with the same ensurePeriod helper. * improvement(comparison): remove redundant Key differences at a glance section The 5 facts it previewed (self-hosting, environment promotion, human-in-the-loop, pricing model, data residency) are the exact same rows shown again immediately below in the full comparison table, so the section read as pure repetition for a human scrolling past it. * fix(comparison): strip Yes/No prefix before lowercasing in summarizeFact summarizeFact fed the raw fact value through lowercaseFirst even when it started with "Yes: "/"No: ", producing broken mid-sentence FAQ text like "n8n: yes: many providers via dedicated Chat Model nodes." Strip the boolean prefix first, matching Greptile's suggested fix.
A workspace to build, deploy and manage AI agents and workflows.
Quickstart
Cloud-hosted: sim.ai
Self-hosted
npx simstudio
Docker must be installed and running. Use -p, --port <port> to run Sim on a different port, or --no-pull to skip pulling the latest Docker images.
Capabilities
- Connect 1,000+ integrations and every major LLM
- Add Slack, Notion, HubSpot, Salesforce, databases, and more
- Build agents visually, conversationally, or with code
- Ingest files, knowledge bases, and structured table data
- Monitor runs, logs, schedules, and workflow activity
One workspace, every surface
Chat and workflows are just the start — tables, files, knowledge, and scheduled tasks all live in the same workspace.
Tables — a database, built in |
Files — one store for your team and every agent |
Knowledge — your agents' memory |
Scheduled tasks — runs on your schedule |
Self-hosting
Docker Compose
git clone https://github.com/simstudioai/sim.git && cd sim
docker compose -f docker-compose.prod.yml up -d
Sim also supports local models via Ollama and vLLM. See the Docker self-hosting docs for setup details.
Manual Setup
Requirements: Bun, Node.js v20+, PostgreSQL 12+ with pgvector
- Clone and install:
git clone https://github.com/simstudioai/sim.git
cd sim
bun install
bun run prepare # Set up pre-commit hooks
- Set up PostgreSQL with pgvector:
docker run --name simstudio-db -e POSTGRES_PASSWORD=your_password -e POSTGRES_DB=simstudio -p 5432:5432 -d pgvector/pgvector:pg17
Or install manually via the pgvector guide.
- Configure environment:
cp apps/sim/.env.example apps/sim/.env
# Create your secrets
perl -i -pe "s/your_encryption_key/$(openssl rand -hex 32)/" apps/sim/.env
perl -i -pe "s/your_internal_api_secret/$(openssl rand -hex 32)/" apps/sim/.env
perl -i -pe "s/your_api_encryption_key/$(openssl rand -hex 32)/" apps/sim/.env
# DB configs for migration
cp packages/db/.env.example packages/db/.env
# Edit both .env files to set DATABASE_URL="postgresql://postgres:your_password@localhost:5432/simstudio"
- Run migrations:
cd packages/db && bun run db:migrate
- Start development servers:
bun run dev:full # Starts Next.js app and realtime socket server
Or run separately: bun run dev (Next.js) and cd apps/sim && bun run dev:sockets (realtime).
Chat API Keys
Chat is a Sim-managed service. To use Chat on a self-hosted instance:
- Go to https://sim.ai → Settings → Chat keys and generate a Chat API key
- Set
COPILOT_API_KEYenvironment variable in your self-hosted apps/sim/.env file to that value
Environment Variables
See the environment variables reference for the full list, or apps/sim/.env.example for defaults.
Tech Stack
Next.js · Bun · PostgreSQL · Drizzle · Better Auth · Tailwind — and the rest of the stack
- Framework: Next.js (App Router)
- Runtime: Bun
- Database: PostgreSQL with Drizzle ORM
- Authentication: Better Auth
- Schema Validation: Zod
- UI: Shadcn, Tailwind CSS
- Streaming Markdown: Streamdown
- State Management: Zustand, TanStack Query
- Flow Editor: ReactFlow
- Docs: Fumadocs
- Monorepo: Turborepo
- Realtime: Socket.io
- Background Jobs: Trigger.dev
- Remote Code Execution: E2B
- Isolated Code Execution: isolated-vm
Contributing
We welcome contributions! Please see our Contributing Guide for details.
License
This project is licensed under the Apache License 2.0 - see the LICENSE file for details.





