Honcho vs unerr
Honcho is an MCP server published by plastic-labs. Marketplaces we read that list it: 1 (Official MCP Registry). unerr is an MCP server published by unerr-ai. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-23. 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 |  Honcho | |
|---|---|---|
| Official MCP Registry | Listed Version: 3.0.0 Forks (GitHub): 953 Stars (GitHub): 7 746 Not marked · First seen |
Listed Version: 0.2.1 Downloads/month (npm): 196 Downloads/week (npm): 29 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 | Honcho | unerr |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | 7 746 | No figure on GitHub |
| Forks (GitHub) (differs) | 953 | No figure on GitHub |
| Last release | Not published | Not published |
| Where it runs (differs) | Remote server (mcp.honcho.dev) | On your machine (@unerr-ai/unerr) |
| Transport (differs) | Streamable HTTP | stdio |
| Tools it declares | Not published | Not published |
| Environment variables it asks for | Not published | Not published |
| Licence | Not stated | Not stated |
| Repository (differs) | github.com/plastic-labs/honcho | github.com/unerr-ai/unerr-cli |
| Changes in the last 7 days | 0 | 0 |
| First seen | 2026-10-11 | 2026-10-11 |
| Endpoint at the last check (differs) | Not responding since 2026-10-21 | 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
Honcho
Memory that reasons: continual learning for stateful agents. Better context, fewer tokens.
unerr
Operational memory for AI agents: code graph, session memory & guardrails. No context rot.
How to run each
Honcho As a remote MCP server
claude mcp add --transport http honcho https://mcp.honcho.dev --header "Authorization: Bearer <YOUR_TOKEN>"Requires: Authorization header
unerr As a local MCP server: npm package
claude mcp add --transport stdio unerr -- npx -y @unerr-ai/unerr --mcpCommands built only from what the marketplaces declare; the full set for every client is on each card.
Only Honcho 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
Neither one's marketplaces publish the settings it asks for.
What it can do: Honcho · What it can do: unerr · 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.