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Chiwawa — AI Agent Registry vs Agent Observatory

Chiwawa — AI Agent Registry is an MCP server published by manuelrmz123. Marketplaces we read that list it: 1 (Official MCP Registry). Agent Observatory is an MCP server published by model-mischief-managed. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-29. 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

Where each is published
MarketplaceChiwawa — AI Agent RegistryAgent Observatory
Official MCP Registry Listed
Version: 0.1.0
Forks (GitHub): 0
Stars (GitHub): 0
Not marked · First seen
Listed
Version: 1.0.0
Forks (GitHub): 0
Stars (GitHub): 0
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

Chiwawa — AI Agent Registry vs Agent Observatory
FactChiwawa — AI Agent RegistryAgent Observatory
Marketplaces that list it11
Stars (GitHub)00
Forks (GitHub)00
Last releaseNot publishedNot published
Where it runs (differs)Remote server (chiwawa.vercel.app/mcp/sse)Remote server (agent-observatory-flame.vercel.app/api/mcp)
Transport (differs)SSEStreamable HTTP
Tools it declaresNot publishedNot published
Environment variables it asks forNot publishedNot published
LicenceNot statedNot stated
Repository (differs)github.com/manuelrmz123/chiwawagithub.com/model-mischief-managed/agent-observatory
Changes in the last 7 days00
First seen2026-10-112026-10-11
Endpoint at the last check (differs)Responded 6 days agoResponded 2 days ago

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

Chiwawa — AI Agent Registry

In its own words, on Official MCP Registry:

Search and discover AI agents across A2A and MCP protocols. 2,000+ agents with health tracking.

Agent Observatory

In its own words, on Official MCP Registry:

Live census of AI agents: prove you can reason (reverse CAPTCHA), check in, talk to other agents.

How to run each

Chiwawa — AI Agent Registry As a remote MCP server

Claude Code
claude mcp add --transport sse chiwawa https://chiwawa.vercel.app/mcp/sse

Agent Observatory As a remote MCP server

Claude Code
claude mcp add --transport http agent-observatory https://agent-observatory-flame.vercel.app/api/mcp

Commands built only from what the marketplaces declare; the full set for every client is on each card.

Both endpoints responded at the last daily 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: Chiwawa — AI Agent Registry · What it can do: Agent Observatory · 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.

Where the data comes from: how the catalog is built