The independent AI tool index

Find agents
that fit.

AI agents, MCP servers and frameworks.
Compare recorded tasks, setup and limitations—for everyday work and software development.

Start withStart here Research Automate work

Independent by design.
See how the index works ↗

497Tools in the index

11Categories to explore

IndependentRankings are never sold

Know what’s behind
every listing

01 / Find your starting point

What do you want to do?

All 11 categories

Coding Agents

Get help writing, reviewing and fixing code.

MCP Servers

Connect a compatible assistant to your tools.

Agent Frameworks

Building blocks for a custom AI application.

Browser & Computer Use

Explore ways to handle repetitive browser tasks.

Voice Agents

Handle calls and conversations with human handoff.

Workflow & Productivity

Connect the everyday apps and tasks you use.

02 / Explore the ecosystem

Explore the index.

Explore the full index

Popular by GitHub starsHow we rank ↗

Hermes AgentAgentNous Research's self-improving AI agent that builds skills from experience and remembers you across sessions.Open sourceCosts not checkedPython · recorded license: MITRecord checked · Recent push 253kGitHub stars OpenCodeAgentOpen-source coding agent with a terminal interface and model-provider choice.Open sourceCosts not checkedrecorded license: MITRecord checked · Recent push 213kGitHub stars n8nPlatformFair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.Source availableCosts not checkedTypeScriptRecord checked · Recent push 207kGitHub stars firecrawlInfrastructureThe API to search, scrape, and interact with the web at scale.Open sourceCloud Free with limits; self-host costsTypeScript · recorded license: AGPL-3.0Record checked · Recent push 191kGitHub stars AutoGPTAgentAutoGPT 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.Mixed licensesSelf-host costs; paid managed PlatformPythonRecord checked · Recent push 188kGitHub stars difyPlatformProduction-ready platform for agentic workflow development.Source availableCosts not checkedTypeScriptRecord checked · Recent push 158kGitHub stars

03 / A moving ecosystem

Gaining ground.

View index updates

firecrawl

191k GitHub stars

Hermes Agent

253k GitHub stars

cua

29k GitHub stars

Change between recorded snapshots: Oct 5–Oct 12. Only projects observed in both snapshots are compared. GitHub stars indicate interest, not product quality.

The field notes

Go beyond the listing.

Everyday AI / Start here

Choose AI for your task

A practical way to compare setup, accuracy, data and total costs. No coding required.

Everyday AI / Research

Keep the sources in sight

Research, learn and check claims with an evidence trail you can follow.

Everyday AI / Writing

Write with control

Draft, summarize and edit while preserving the facts and your own judgment.

A place for your next launch

Built something
worth finding?

Put your agent product in the path of its next user.
Choose a placement. We’ll make room for your story.

Explore advertising Or submit your product to the index →

YOUR NEXT DISCOVERYSponsored

Your agent.
In the right company.

A clearly labeled placement alongside the AI tools readers are exploring.

Placement illustration