Playwright MCP
MCP Server · Browser, Automation
84/100
Rec
Expose browser automation primitives through MCP for web navigation and testing.
Interface-verifiedmedium risk
Browser
Best AI capabilities for browser automation
Capabilities that drive a real browser — navigating pages, filling forms, scraping, and running end-to-end flows. Browser automation often needs broad permissions, so we surface each tool's risk level and what it can touch up front.
10 capabilities0 low-risk
Preview · 94
Browserbase MCP
MCP Server · Browser, Automation
72/100
Rec
Run browser automation in hosted Browserbase sessions for agents that need web actions.
Install-verifiedmedium risk
Browser Use Agent
Agent Template · Browser, Automation
66/100
Rec
Template for browser-operating agents that complete tasks through web UI actions.
Risk reviewedmedium risk
Agent-Reach
MCP Server · Coding, Research +1
60/100
Rec
Agent-Reach is an MCP server for coding, research and browser workflows on self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.
Risk reviewedmedium risk
Scrapling
MCP Server · Browser, Data
59/100
Rec
Scrapling is an MCP server for browser and data workflows on self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.
Risk reviewedmedium risk
nanobot
MCP Server · Browser
59/100
Rec
nanobot is an MCP server for browser workflows on self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.
Risk reviewedmedium risk
cc-switch
MCP Server · Coding, Browser
58/100
Rec
cc-switch is an MCP server for coding and browser workflows on self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.
Risk reviewedmedium risk
gpt-researcher
MCP Server · Coding, Research +1
58/100
Rec
gpt-researcher is an MCP server for coding, research and browser workflows on self-hosted. Verified from source metadata and risk-reviewed by AgentMaps.
Risk reviewedmedium risk
Browser Form Filler Workflow
Workflow Template · Browser, Automation
54/100
Indicative
Fill controlled browser forms, validate DOM state, and report completion evidence.
Info checkedmedium risk
Synthetic User Test Agent
Agent Template · Browser, Design +1
54/100
Indicative
Run product flows as a simulated user and report blockers, UX friction, and evidence.
Info checkedmedium risk