BrowseAI Dev vs io.github.sapiom/mcp-server
BrowseAI Dev is an MCP server published by BrowseAI-HQ. Marketplaces we read that list it: 1 (Official MCP Registry). io.github.sapiom/mcp-server is an MCP server published by sapiom. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-18. 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 |  BrowseAI Dev | |
|---|---|---|
| Official MCP Registry | Listed, marked deprecated Version: 0.4.0 Downloads/month (npm): 263 Downloads/week (npm): 58 Forks (GitHub): 8 Stars (GitHub): 20 Not marked · First seen |
Listed Version: 1.0.0 No figure published 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 | BrowseAI Dev | io.github.sapiom/mcp-server |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | 20 | No figure on GitHub |
| Forks (GitHub) (differs) | 8 | No figure on GitHub |
| Last release | Not published | Not published |
| Where it runs (differs) | On your machine (browseai-dev) | Remote server (api.sapiom.ai/v1/mcp) |
| Transport (differs) | stdio | Streamable HTTP |
| Tools it declares | Not published | Not published |
| Environment variables it asks for (differs) | 1, secrets among them: 1 | Not published |
| Licence | Not stated | Not stated |
| Repository (differs) | github.com/browseai-hq/browseai-dev | Not stated |
| 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 | Responded 16 h ago, requires a key |
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
BrowseAI Dev
Evidence-backed web research for AI agents with citations and confidence scores.
io.github.sapiom/mcp-server
AI agent tools: web search, browser, 400+ LLMs, image gen, TTS, phone verify. Pay-per-use.
How to run each
BrowseAI Dev As a local MCP server: npm package
claude mcp add --env "BROWSE_API_KEY=<YOUR_BROWSE_API_KEY>" --transport stdio browseai-dev -- npx -y browseai-devRequires: BROWSE_API_KEY (secret)
io.github.sapiom/mcp-server As a remote MCP server
claude mcp add --transport http io-github-sapiom-mcp-server https://api.sapiom.ai/v1/mcpCommands built only from what the marketplaces declare; the full set for every client is on each card.
Only io.github.sapiom/mcp-server has a remote endpoint we check. How we check endpoints
Tools each declares
Neither one's marketplaces publish a list of tools, so there is nothing to compare.
Settings each asks for
The marketplaces of io.github.sapiom/mcp-server publish no settings it asks for, so we do not compare settings.
What it can do: BrowseAI Dev · What it can do: io.github.sapiom/mcp-server · Compare two other plugins
Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.