io.github.keshrath/agent-tasks vs io.github.us-all/mlflow
io.github.keshrath/agent-tasks is an MCP server published by keshrath. Marketplaces we read that list it: 3 (Official MCP Registry, Claude Code: claude-plugins-community, Community GitHub marketplaces). io.github.us-all/mlflow is an MCP server published by us-all. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-20. 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 |  io.github.keshrath/agent-tasks |  io.github.us-all/mlflow |
|---|---|---|
| Official MCP Registry | Listed Version: 1.10.13 Downloads/month (npm): 842 Downloads/week (npm): 91 Forks (GitHub): 6 Stars (GitHub): 22 Not marked · First seen |
Listed Version: 1.12.7 Downloads/month (npm): 153 Downloads/week (npm): 21 Forks (GitHub): 0 Stars (GitHub): 1 Not marked · First seen |
| Claude Code: claude-plugins-community | Listed Version: 1.10.10 Forks (GitHub): 6 Stars (GitHub): 22 Not marked · First seen |
Not listed |
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 | io.github.keshrath/agent-tasks | io.github.us-all/mlflow |
|---|---|---|
| Marketplaces that list it (differs) | 3 (better) | 1 (worse) |
| Stars (GitHub) (differs) | 22 (better) | 1 (worse) |
| Forks (GitHub) (differs) | 6 (better) | 0 (worse) |
| Last release | Not published | Not published |
| Where it runs (differs) | On your machine (agent-tasks) | On your machine (@us-all/mlflow-mcp) |
| Transport | stdio | stdio |
| Tools it declares | Not published | Not published |
| Environment variables it asks for (differs) | Not published | 8, secrets among them: 2 |
| Parts of the bundle (differs) | 1 | Not a bundle |
| Licence (differs) | MIT | Not stated |
| Repository (differs) | github.com/keshrath/agent-tasks | github.com/us-all/mlflow-mcp-server |
| Changes in the last 7 days | 0 | 0 |
| First seen | 2026-10-11 | 2026-10-11 |
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
io.github.keshrath/agent-tasks
Pipeline task management for AI agents - stages, dependencies, artifacts, claiming
io.github.us-all/mlflow
MLflow MCP — experiments, runs, registered models, versions, traces, assessments (MLflow 3)
How to run each
io.github.keshrath/agent-tasks As a local MCP server: npm package
claude mcp add --transport stdio agent-tasks -- npx -y agent-tasksio.github.us-all/mlflow As a local MCP server: npm package
claude mcp add --env "MLFLOW_TRACKING_PASSWORD=<YOUR_MLFLOW_TRACKING_PASSWORD>" --env "MLFLOW_TRACKING_TOKEN=<YOUR_MLFLOW_TRACKING_TOKEN>" --env "MLFLOW_TRACKING_URI=<YOUR_MLFLOW_TRACKING_URI>" --transport stdio mlflow -- npx -y @us-all/mlflow-mcpRequires: MLFLOW_TRACKING_PASSWORD (secret), MLFLOW_TRACKING_TOKEN (secret), MLFLOW_TRACKING_URI
Commands built only from what the marketplaces declare; the full set for every client is on each card.
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.keshrath/agent-tasks publish no settings it asks for, so we do not compare settings.
What it can do: io.github.keshrath/agent-tasks · What it can do: io.github.us-all/mlflow · Compare two other plugins
Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-community/blob/HEAD/.claude-plugin/marketplace.json. Data comes from public marketplace files in GitHub repositories of their authors. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.