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io.github.AceDataCloud/mcp-openai vs io.github.Octid-io/osmp

io.github.AceDataCloud/mcp-openai is an MCP server published by AceDataCloud. Marketplaces we read that list it: 1 (Official MCP Registry). io.github.Octid-io/osmp is an MCP server published by Octid-io. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-21. 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
Marketplaceio.github.AceDataCloud/mcp-openaiio.github.Octid-io/osmp
Official MCP Registry Listed
Version: 2026.10.19.5
Downloads/month (PyPI): 388
Downloads/week (PyPI): 985
Forks (GitHub): 0
Stars (GitHub): 1
Not marked · First seen
Listed
Version: 1.3.3
Downloads/month (PyPI): 451
Downloads/week (PyPI): 55
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

io.github.AceDataCloud/mcp-openai vs io.github.Octid-io/osmp
Factio.github.AceDataCloud/mcp-openaiio.github.Octid-io/osmp
Marketplaces that list it11
Stars (GitHub) (differs)1No figure on GitHub
Forks (GitHub) (differs)0No figure on GitHub
Last release (differs)2026-10-19Not published
Where it runs (differs)Remote server or your machineOn your machine (osmp-mcp)
Transport (differs)Streamable HTTP, stdiostdio
Tools it declaresNot publishedNot published
Environment variables it asks for (differs)1, secrets among them: 1Not published
LicenceNot statedNot stated
Repository (differs)github.com/acedatacloud/openaimcpgithub.com/octid-io/cloudless-sky
Changes in the last 7 days (differs)190
First seen2026-10-112026-10-11
Endpoint at the last check (differs)Responded 5 days ago, requires a keyno 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

io.github.AceDataCloud/mcp-openai

In its own words, on Official MCP Registry:

MCP server for OpenAI API (chat completions, image generation, embeddings) via AceDataCloud

io.github.Octid-io/osmp

In its own words, on Official MCP Registry:

Agentic AI instruction encoding. 86.8% vs JSON. Inference-free decode. Any channel.

How to run each

io.github.AceDataCloud/mcp-openai As a remote MCP server

Claude Code
claude mcp add --transport http mcp-openai https://openai.mcp.acedata.cloud/mcp

Requires: ACEDATACLOUD_API_TOKEN (secret)

io.github.Octid-io/osmp As a local MCP server: PyPI package

Claude Code
claude mcp add --transport stdio osmp -- uvx osmp-mcp

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

Only io.github.AceDataCloud/mcp-openai 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 io.github.Octid-io/osmp publish no settings it asks for, so we do not compare settings.

What it can do: io.github.AceDataCloud/mcp-openai · What it can do: io.github.Octid-io/osmp · 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