ModelSpec
Rank #6,491io.github.turbobeest/modelspec
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What you can do with ModelSpec
ModelSpec is a Model Context Protocol (MCP) server published by turbobeest. It ranks #6,491 of 164,500 active servers on MCP Toplist, and its repository has 2 GitHub stars. ModelSpec is listed on Official MCP, with 1 tracked version. It was first listed on Oct 15, 2026 and most recently updated on Oct 15, 2026.
Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.
What ModelSpec can and cannot do
Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.
What you need before using ModelSpec
The hosted endpoint is declared as gated by authentication — connect via its URL and authenticate with the provider (OAuth flow or an API key/header, per its docs).
Declared by the Official MCP Registry, last synced Oct 31, 2026. Not independently verified by MCP Toplist.
Hosted endpoint declared as requiring authentication.
Connect ModelSpec and confirm it works
claude mcp add --transport http modelspec https://api.modelspec.dev/mcpThis endpoint requires authentication — see the server’s docs for credentials.
[mcp_servers.modelspec]
url = "https://api.modelspec.dev/mcp"Add to ~/.codex/config.toml. This endpoint requires authentication — see the server’s docs for credentials.
https://api.modelspec.dev/mcpSettings → Connectors → “Add custom connector”, then paste this URL. This endpoint requires authentication — see the server’s docs for credentials.
{
"mcpServers": {
"modelspec": {
"url": "https://api.modelspec.dev/mcp"
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). This endpoint requires authentication — see the server’s docs for credentials.
{
"servers": {
"modelspec": {
"type": "http",
"url": "https://api.modelspec.dev/mcp"
}
}
}Save as .vscode/mcp.json in your workspace. This endpoint requires authentication — see the server’s docs for credentials.
{
"mcpServers": {
"modelspec": {
"serverUrl": "https://api.modelspec.dev/mcp"
}
}
}Add to ~/.codeium/windsurf/mcp_config.json. This endpoint requires authentication — see the server’s docs for credentials.
{
"mcpServers": {
"modelspec": {
"url": "https://api.modelspec.dev/mcp"
}
}
}This endpoint requires authentication — see the server’s docs for credentials.
After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.
What changed, and when this was checked
- First listed
- Oct 15, 2026
- Latest version published
- Oct 15, 2026
- Version history
- 1 version tracked (below)
- Requirements evidence
- Declared by the Official MCP Registry, last synced Oct 31, 2026. Not independently verified by MCP Toplist.
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Oct 15, 2026
- Official MCP ↗listed since Oct 15, 2026 · still listed
Do you maintain ModelSpec? to correct or enrich this profile.
Available versions (1)
| Version | Published |
|---|---|
| b8da9336f3c5a0b56d47987251a29006a5b0487b | Oct 15, 2026 |
Ranks ahead of 158,009 of 164,500 servers on MCP Toplist.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/io.github.turbobeest%2Fmodelspec)<a href="https://mcptoplist.com/server/io.github.turbobeest%2Fmodelspec"><img src="https://mcptoplist.com/badge/io.github.turbobeest%2Fmodelspec.svg" alt="MCP Toplist: Top 5% of 164,500" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains ModelSpec?
- ModelSpec is maintained by turbobeest, which publishes 1 MCP server (1 total version) tracked on MCP Toplist.
- Is ModelSpec listed on the Official MCP Registry?
- Yes — ModelSpec is listed on the Official MCP Registry.
- How many versions does ModelSpec have?
- MCP Toplist tracks 1 version of ModelSpec, most recently published on Oct 15, 2026.
- Where can I find the source code for ModelSpec?
- The source code for ModelSpec is hosted at github.com/turbobeest/modelspec.
Do you run this server?
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