Demand Forecasting vs Everyrow MCP Server
Demand Forecasting is an MCP server published by saifs.ai. Marketplaces we read that list it: 1 (Official MCP Registry). Everyrow MCP Server is an MCP server published by futuresearch. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-27. 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 |  Demand Forecasting |  Everyrow MCP Server |
|---|---|---|
| Official MCP Registry | Listed Version: 1.0.1 Forks (GitHub): 0 Stars (GitHub): 1 Not marked · First seen |
Listed Version: 0.5.1 Downloads/month (PyPI): 333 Downloads/week (PyPI): 80 Forks (GitHub): 9 Stars (GitHub): 57 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 | Demand Forecasting | Everyrow MCP Server |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | 1 (worse) | 57 (better) |
| Forks (GitHub) (differs) | 0 (worse) | 9 (better) |
| Last release (differs) | 2026-10-21 | Not published |
| Where it runs (differs) | Remote server (demand-forecaster-mcp.saifs.ai/mcp) | On your machine (everyrow-mcp) |
| Transport (differs) | Streamable HTTP | stdio |
| Tools it declares | Not published | Not published |
| Environment variables it asks for (differs) | Not published | 1, secrets among them: 1 |
| Licence | Not stated | Not stated |
| Repository (differs) | github.com/saify-technologies/saifs-ai-mcps-docs | github.com/futuresearch/everyrow-sdk |
| Changes in the last 7 days (differs) | 2 | 0 |
| First seen | 2026-10-11 | 2026-10-11 |
| Endpoint at the last check (differs) | Not responding since 2026-10-22 | no remote endpoint we check |
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
Demand Forecasting
Forecast product demand using historical sales and market signals.
Everyrow MCP Server
Give your AI a research team. Forecast, score, classify, or research every row of a dataset.
How to run each
Demand Forecasting As a remote MCP server
claude mcp add --transport http demand-forecasting https://demand-forecaster-mcp.saifs.ai/mcpEveryrow MCP Server As a local MCP server: PyPI package
claude mcp add --env "EVERYROW_API_KEY=<YOUR_EVERYROW_API_KEY>" --transport stdio everyrow-mcp -- uvx everyrow-mcpRequires: EVERYROW_API_KEY (secret)
Commands built only from what the marketplaces declare; the full set for every client is on each card.
Only Demand Forecasting 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 Demand Forecasting publish no settings it asks for, so we do not compare settings.
What it can do: Demand Forecasting · What it can do: Everyrow 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.