freshprobe vs io.github.browserbase/mcp-server-browserbase
freshprobe is a plugin bundle for AI coding tools published by Sudhan30. Marketplaces we read that list it: 1 (Claude Code: claude-plugins-community). io.github.browserbase/mcp-server-browserbase is an MCP server published by browserbase. Marketplaces we read that list it: 2 (Official MCP Registry, Docker MCP Catalog). As of our marketplace pass on 2026-10-14. This pair was picked by a reader, not by our comparison rule, so search engines are asked not to index the page.
Where each is published
| Marketplace |  freshprobe |  io.github.browserbase/mcp-server-browserbase |
|---|---|---|
| Claude Code: claude-plugins-community | Listed Version: 0.1.0 Forks (GitHub): 0 Stars (GitHub): 2 Not marked · First seen |
Not listed |
| Official MCP Registry | Not listed | Listed Version: 2.1.1 Downloads/month (npm): 18 800 Downloads/week (npm): 3 122 Forks (GitHub): 372 Stars (GitHub): 3 402 Not marked · First seen |
| Docker MCP Catalog | Not listed | Listed Version: sha256:f90cb76e34ba Forks (GitHub): 372 Pulls (Docker Hub): 38 066 Stars (Docker Hub): 1 Stars (GitHub): 3 402 Not marked · First seen |
Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.
The facts side by side
| Fact | freshprobe | io.github.browserbase/mcp-server-browserbase |
|---|---|---|
| Marketplaces that list it (differs) | 1 (worse) | 2 (better) |
| Stars (GitHub) (differs) | 2 (worse) | 3 402 (better) |
| Pulls (Docker Hub) (differs) | No figure on Docker Hub | 38 066 |
| Forks (GitHub) (differs) | 0 (worse) | 372 (better) |
| Last release | Not published | Not published |
| Where it runs (differs) | Installs as a plugin bundle | Remote server or your machine |
| Transport (differs) | Not stated | stdio, Streamable HTTP |
| Tools it declares (differs) | Not published | 6 |
| Environment variables it asks for (differs) | Not published | 3, secrets among them: 2 |
| Parts of the bundle (differs) | 3 | Not a bundle |
| Licence (differs) | MIT | Apache-2.0 |
| Repository (differs) | github.com/sudhan30/freshprobe | github.com/browserbase/mcp-server-browserbase |
| Changes in the last 7 days | 0 | 0 |
| First seen | 2026-10-11 | 2026-10-11 |
| Endpoint at the last check (differs) | no remote endpoint we check | not checked yet |
Lines where the two differ have a tinted background and bold values. Where the data itself says which value is better (more marketplaces, a larger figure of the same marketplace, a fresher release, a verified mark on a marketplace that lists both), the better one is also marked green with ▲ and the worse one red with ▼. Where it runs, the transport, the tools, the settings, hooks, the bundle's parts, the licence and the week's changes are marked only as different: more or fewer is not better in itself.
What each says it does
freshprobe
Data freshness and endpoint liveness verification for AI agents. Probes external APIs and endpoints before agents act on their data, returning deterministic FRESH/STALE/UNKNOWN verdicts with confidence scores. Analyzes HTTP cache headers, measures latency percentiles (P50/P95/P99), fingerprints content for change detection, checks TLS certificate health, and evaluates against configurable freshness policies. Exposes three MCP tools (freshprobe_check, freshprobe_batch, freshprobe_policy) and includes a built-in skill and agent for contextual triggering. NIST AI RMF aligned. Single Go binary, MIT licensed.
io.github.browserbase/mcp-server-browserbase
MCP server for AI web browser automation using Browserbase and Stagehand
How to run each
freshprobe As a Claude Code plugin
/plugin marketplace add anthropics/claude-plugins-community
/plugin install freshprobe@claude-communityio.github.browserbase/mcp-server-browserbase As a local MCP server: npm package
claude mcp add --env "BROWSERBASE_API_KEY=<YOUR_BROWSERBASE_API_KEY>" --env "BROWSERBASE_PROJECT_ID=<YOUR_BROWSERBASE_PROJECT_ID>" --env "GEMINI_API_KEY=<YOUR_GEMINI_API_KEY>" --transport stdio mcp-server-browserbase -- npx -y @browserbasehq/mcp-server-browserbaseRequires: BROWSERBASE_API_KEY (secret), BROWSERBASE_PROJECT_ID, GEMINI_API_KEY (secret)
Commands built only from what the marketplaces declare; the full set for every client is on each card.
Tools each declares
The marketplaces of freshprobe publish no list of tools, so we do not compare tools.
Settings each asks for
The marketplaces of freshprobe publish no settings it asks for, so we do not compare settings.
What it can do: freshprobe · What it can do: io.github.browserbase/mcp-server-browserbase · Compare two other plugins
Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-community/blob/HEAD/.claude-plugin/marketplace.json. Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.