Find the right tool for your AI stack
Search 535 agents, MCP servers, skills, frameworks, and developer tools—plus open-source alternatives to the platforms you already know.
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Agents
Autonomous agents and complete agent applications
MCP Servers
Connect agents to tools, services, and local data
Skills & Playbooks
Reusable skills, prompts, and proven workflows
Frameworks & SDKs
Libraries and runtimes for building agent systems
Developer Tools
Evaluation, observability, memory, security, and utilities
All Tools
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Recognizable starting points
Projects developers already trust
Decision guides
Start with a researched shortlist
Editorial pages use explicit inclusion rules and source-linked catalog data. Sponsored placement never changes their ordering.
Best open-source AI agents
Compare source-linked agents by deployment, model support, licensing, and visible maintenance signals.
Compare open-source agentsBest AI browser agents
Choose between code-first automation, browser-native agent surfaces, and commercial web operators.
Compare browser agentsAI agent ecosystem dataset
Inspect current category counts, GitHub-signal coverage, MCP transports, and open-source leaders across 535 listings.
Explore the datasetExplore by goal
Start with the problem you are trying to solve.
Build an agent
Find frameworks, SDKs, and complete agents for a new project.
Explore buildersConnect tools
Add real-world capabilities through MCP servers and integrations.
Explore MCPRun locally
Discover local-first, private, and self-hosted agent stacks.
Explore local toolsReplace enterprise SaaS
Compare open-source options with commercial agent platforms.
Explore alternativesObserve & evaluate
Monitor agent quality, traces, cost, safety, and performance.
Explore observabilityStructured metadata
Capabilities, pricing, licensing, and deployment details.
GitHub signals when available
Stars, activity, releases, and freshness are shown when a listing exposes them.
Useful filtering
Narrow by type, license, price, maintenance, and use case.
Comparison ready
Consistent spec sheets make trade-offs easier to judge.