Field-by-field comparison

Compare the evidence before choosing an MCP.

Each signal stays separate, missing facts remain visible, and the column order follows your selection.

MCPs in this comparison

RufloChrome DevTools MCP

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Comparable alternatives

Azure MCP ServerMCP100 SelectedContext7 MCPMCP100 SelectedGrafana Cloud MCPMCP100 SelectedGoogle MCP Toolbox for DatabasesMCP100 SelectedExcel MCP ServerMCP100 SelectedPlaywright MCPMCP100 Selected

Shown only when capability or industry context overlaps.

Side-by-side MCP evidence comparison
Evidence field	RufloWatchlist candidate	Chrome DevTools MCPMCP100 Selected
Task fit
Best for	Advanced coding-agent users who need Ruflo's multi-agent orchestration, memory and coordination capabilities and intentionally use its MCP integration.	Inspecting pages, console and network activity, automating browser actions, and collecting performance evidence in Chrome
Not ideal for	Users looking for a small single-purpose MCP server with a minimal permission/context footprint.	API-only testing or browsers outside the project's documented Chrome support
Avoid when	Do not publish the project's advertised MCP/tool counts as Runtime Verified or a measured Context Footprint.	The controlled browser contains personal accounts, secrets, or sessions that the MCP client must not inspect or modify
Provenance
Provenance details	First-party MCP github:ruflo-app · Publisher source ↗	Community implementation io.github.ChromeDevTools · Publisher source ↗
Maintenance
Maintenance details	Stale Repo: Not documented Package: Not documented	Repo: Aug 14, 2026 Package: Aug 10, 2026
Popularity evidence
GitHub stars	Not documented	49,168 GitHub stars · checked 2026-08-14T18:46:26.000Z
Package downloads / 30 days	No reliable download data	7,541,930 package downloads / 30 days · checked 2026-08-14T18:46:26.000Z
External adoption evidence	Not documented	npm: package downloads: 7,541,930Exact attributable signal.npm: package downloads · Rolling 30 days · checked 2026-08-14T18:46:26.000ZEvidence source ↗
Client coverage
Client coverage details	Not documented	Claude Code✓ Local stdio Claude Desktop✓ Local stdio Codex✓ Local stdio VS Code✓ Local stdio Cursor✓ Local stdio OpenCode✓ Local stdio
Client coverage note	Local stdio runs on your computer. Streamable HTTP connects to a remotely hosted MCP server.
Access and data
Authentication	Depends on the selected Ruflo deployment, model providers and integrated services; exact secrets must be bound from project/local evidence.	No server authentication is documented for local stdio. Running-browser connections support optional WebSocket headers; an open remote-debugging port lets local applications control Chrome.
Cost	Open-source framework; model/API/infrastructure costs depend on configured providers.	The open-source npm package lists no MCP fee. Chrome, Node.js, client, model, and external-service costs are separate.
Permissions	Potentially broad coding/project execution authority across orchestrated agents and integrations.	Inspects, debugs, automates, and modifies browser state through navigation, input, script evaluation, screenshots, uploads, extensions, memory, performance, and PWA tools.
Data handling	Project code, agent memory and orchestration context can flow through configured model/providers and persistence layers.	Browser content is exposed to the connected client. Performance tools send trace URLs to Google CrUX by default, and usage statistics with invocation success, latency, and environment data are enabled by default; broader retention is not documented.
Limitations
Tradeoffs	Promoted after strict re-audit: canonical identity and MCP-native/publisher-backed implementation are sufficiently evidenced, with real workflow value, usable documentation, understandable permissions, plausible maintenance, and no unresolved security veto. Still not strong enough for Selected.	Deep DevTools access improves debugging, but exposes browser content and state; usage statistics and CrUX URL lookups are enabled by default unless disabled.
Risk context	Broad agent execution/orchestration and rapid evolution create a substantially larger trust surface than a narrow read-only MCP.	Can expose sensitive browser sessions and execute arbitrary browser actions or scripts. Use isolated profiles, URL allow/block patterns, restricted file paths, and do not expose remote-debugging ports.
Evidence date
Editorial review	2026-09-13T00:00:00Z	2026-08-11
Candidate evidence	2026-09-13T00:00:00Z	2026-08-14T18:46:26.000Z

Popularity, maintenance, fit, permissions, and client support are independent evidence fields.

Read the evidence method →