Comparison

INAM Protocol vs Opik

INAM Protocol is no longer listed on any marketplace we read: these are its last known data, as of 2026‑10‑15.

INAM Protocol is a plugin bundle for AI coding tools published by INAM Protocol. No marketplace we read lists it any more. Opik is an MCP server published by comet-ml. Marketplaces we read that list it: 3 (Official MCP Registry, Docker MCP Catalog, PyPI (MCP servers)). As of our marketplace pass on 2026-10-25. A plugin in this pair is no longer listed on any marketplace we read, so search engines are asked not to index the page.

Where each is published

Where each is published
Marketplace	INAM Protocol	Opik
Community marketplace inamprotocol/inam-protocol	Removed on 2026-10-15 Version: 1.1.1 Forks (GitHub): 0 Stars (GitHub): 1 Not marked · First seen 2026-10-13	Not listed
Official MCP Registry	Not listed	Listed Version: 3.0.7 Downloads/month (PyPI): 3 591 Downloads/week (PyPI): 814 Forks (GitHub): 37 Stars (GitHub): 225 Not marked · First seen 2026-10-11
Docker MCP Catalog	Not listed	Listed Version: sha256:0e0d7d33d5eb Forks (GitHub): 37 Pulls (Docker Hub): 17 196 Stars (Docker Hub): 1 Stars (GitHub): 225 Not marked · First seen 2026-10-11
PyPI (MCP servers)	Not listed	Listed Version: 3.0.7 Downloads/month (PyPI): 3 591 Downloads/week (PyPI): 814 Forks (GitHub): 37 Stars (GitHub): 225 Not marked · First seen 2026-10-12

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

INAM Protocol vs Opik
Fact	INAM Protocolno longer listed · 2026-10-15	Opik
Marketplaces that list it (differs)	0	3
Stars (GitHub) (differs)	1	225
Pulls (Docker Hub) (differs)	No figure on Docker Hub	17 196
Forks (GitHub) (differs)	0	37
Last release (differs)	Not published	2026-10-24
Where it runs (differs)	Remote server (api.inamprotocol.org/mcp)	Remote server or your machine
Transport (differs)	Streamable HTTP	Streamable HTTP, stdio
Tools it declares (differs)	Not published	13
Environment variables it asks for (differs)	Not published	4, secrets among them: 1
Parts of the bundle (differs)	2	Not a bundle
Licence	Apache-2.0	Apache-2.0
Repository (differs)	github.com/inamprotocol/inam-protocol	github.com/comet-ml/opik-mcp
Changes in the last 7 days (differs)	0	4
First seen (differs)	2026-10-13	2026-10-11
Endpoint at the last check (differs)	no remote endpoint we check	Not responding since 2026-10-21

Lines where the two differ have a tinted background and bold values. No value is marked better or worse: a plugin no marketplace lists any more is shown with its last known data, which we do not rank against current figures.

What to use instead of INAM Protocol

Plugins still listed whose own names, descriptions, tools and skills are closest in meaning to it. Comparable, not endorsed.

Forge — Agent Reputation Protocol

Portable reputation for AI agents. MCP-native identity, vouching, trust scores.

by pm577 · MCP server

Listed on: Official MCP Registry · Describes nearly the same job
Agent Reputation Registry

Agent reputation registry: check, register, and endorse AI agents

by memoryapi.org · MCP server

Listed on: Official MCP Registry · Describes nearly the same job
ID MANDAT – Registry for AI Agents

Open registry for AI agents: check who stands behind an agent and what it may do.

by idmandat · MCP server

Listed on: Official MCP Registry · Describes nearly the same job
aidress io.github.Aidress-ai/aidress

Verify, discover, and rate AI agents before transacting.

by Aidress-ai · MCP server

Listed on: Official MCP Registry · Describes nearly the same job
agentra ai.agentrapay/agentra

Identity oracle and trust layer for autonomous AI agents. Bidirectional KYA and trust scoring.

by agentrapay.ai · MCP server

Listed on: Official MCP Registry · Describes nearly the same job
Agent Passport System — Cryptographic Identity for AI Agents

Cryptographic identity, delegation, governance, and commerce for AI agents. 154 tools.

by agent-passport-system · MCP server

Listed on: Official MCP Registry · Describes nearly the same job

Its card, with similar plugins by marketplace

What each says it does

INAM Protocol

In its own words, on Community GitHub marketplaces:

Try the INAM Protocol -- a reputation registry for AI agents.

Opik

In its own words, on Official MCP Registry:

Read and score Opik traces, experiments, datasets and prompts from your AI assistant.

How to run each

INAM Protocol

No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.

Opik As a remote MCP server

Claude Code

claude mcp add --transport http opik-mcp https://www.comet.com/opik/api/v1/mcp

Requires: OPIK_API_KEY (secret)

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

Only Opik has a remote endpoint we check. How we check endpoints

Tools each declares

The marketplaces of INAM Protocol publish no list of tools, so we do not compare tools.

Settings each asks for

The marketplaces of INAM Protocol publish no settings it asks for, so we do not compare settings.

What it can do: INAM Protocol · What it can do: Opik · Compare two other plugins

Data comes from public marketplace files in GitHub repositories of their authors. Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. Package data comes from the Python Package Index (pypi.org). Figures come from our own regular passes over the marketplaces, last read on 2026-10-25. We publish no contact details for plugin publishers.