SERVER

Local Model Suitability MCP

Rank #34,303

io.github.OjasKord/local-model-suitability-mcp

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10 versions

by OjasKord (9 servers)View repository ↗

First listed

Apr 13, 2026

Last publish date

Jun 25, 2026

PURPOSE

What you can do with Local Model Suitability MCP

Local Model Suitability MCP is a Model Context Protocol (MCP) server published by OjasKord. It ranks #34,303 of 144,396 active servers on MCP Toplist. Local Model Suitability MCP is listed across 3 registries — Official MCP, Glama and mcp.so, with 10 tracked versions. It was first listed on Apr 13, 2026 and most recently updated on Jun 25, 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.

CAPABILITIES AND LIMITATIONS

What Local Model Suitability MCP can and cannot do

MCP Toplist connected to the public endpoint on Oct 11, 2026 and it listed 1 tool. Tool names are not stored, so what they do is not catalogued here.

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

REQUIREMENTS

What you need before using Local Model Suitability MCP

VerifiedNo credentialsNo credentials declared

The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.

Verified by MCP Toplist on Oct 11, 2026: the public endpoint completed the MCP handshake and listed 1 tool without credentials.

Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.

Declared in the registry install config

ANTHROPIC_API_KEY · required

Hosted endpoint declared as public.

INSTALLATION AND FIRST TASK

Connect Local Model Suitability MCP and confirm it works

Remote · HTTP

claude mcp add --transport http local-model-suitability-mcp https://local-model-suitability-mcp-production.up.railway.app/

npm package

claude mcp add local-model-suitability-mcp -e "ANTHROPIC_API_KEY=<your ANTHROPIC_API_KEY>" -- npx -y local-model-suitability-mcp

Replace each placeholder with your own value before saving.

Remote · HTTP

[mcp_servers.local-model-suitability-mcp]
url = "https://local-model-suitability-mcp-production.up.railway.app/"

Add to ~/.codex/config.toml.

npm package

[mcp_servers.local-model-suitability-mcp]
command = "npx"
args = ["-y", "local-model-suitability-mcp"]

[mcp_servers.local-model-suitability-mcp.env]
ANTHROPIC_API_KEY = "<your ANTHROPIC_API_KEY>"

Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.

Remote · HTTP

https://local-model-suitability-mcp-production.up.railway.app/

Settings → Connectors → “Add custom connector”, then paste this URL.

npm package

{
  "mcpServers": {
    "local-model-suitability-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "local-model-suitability-mcp"
      ],
      "env": {
        "ANTHROPIC_API_KEY": "<your ANTHROPIC_API_KEY>"
      }
    }
  }
}

Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.

Remote · HTTP

{
  "mcpServers": {
    "local-model-suitability-mcp": {
      "url": "https://local-model-suitability-mcp-production.up.railway.app/"
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project).

npm package

{
  "mcpServers": {
    "local-model-suitability-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "local-model-suitability-mcp"
      ],
      "env": {
        "ANTHROPIC_API_KEY": "<your ANTHROPIC_API_KEY>"
      }
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.

Remote · HTTP

{
  "servers": {
    "local-model-suitability-mcp": {
      "type": "http",
      "url": "https://local-model-suitability-mcp-production.up.railway.app/"
    }
  }
}

Save as .vscode/mcp.json in your workspace.

npm package

{
  "servers": {
    "local-model-suitability-mcp": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "local-model-suitability-mcp"
      ],
      "env": {
        "ANTHROPIC_API_KEY": "<your ANTHROPIC_API_KEY>"
      }
    }
  }
}

Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.

Remote · HTTP

{
  "mcpServers": {
    "local-model-suitability-mcp": {
      "serverUrl": "https://local-model-suitability-mcp-production.up.railway.app/"
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json.

npm package

{
  "mcpServers": {
    "local-model-suitability-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "local-model-suitability-mcp"
      ],
      "env": {
        "ANTHROPIC_API_KEY": "<your ANTHROPIC_API_KEY>"
      }
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.

Remote · HTTP

{
  "mcpServers": {
    "local-model-suitability-mcp": {
      "url": "https://local-model-suitability-mcp-production.up.railway.app/"
    }
  }
}

npm package

{
  "mcpServers": {
    "local-model-suitability-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "local-model-suitability-mcp"
      ],
      "env": {
        "ANTHROPIC_API_KEY": "<your ANTHROPIC_API_KEY>"
      }
    }
  }
}

Replace each placeholder with your own value before saving.

First successful task

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.

ALTERNATIVES

When to choose another server

Other servers by OjasKord

View all OjasKord servers →

No task-specific alternatives are catalogued for Local Model Suitability MCPyet; the list above is its publisher's other servers.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed: Apr 13, 2026
Latest version published: Jun 25, 2026
Version history: 10 versions tracked (below)
Requirements evidence: Verified by MCP Toplist on Oct 11, 2026: the public endpoint completed the MCP handshake and listed 1 tool without credentials.
Profile checked: Not yet — purpose, capabilities and requirements above come from registry data only
Ranking data as of: Oct 16, 2026

Registry sightings

Official MCP ↗listed since Apr 25, 2026 · still listed
Glama ↗listed since Jul 29, 2026 · still listed
mcp.so ↗listed since Aug 26, 2026 · still listed

Do you maintain Local Model Suitability MCP? to correct or enrich this profile.

VERSIONS

Available versions (10)

Version	Published
1.1.23	Jun 25, 2026
1.1.22	Jun 24, 2026
1.1.6	May 2, 2026
1.1.5	Apr 28, 2026
1.1.4	Apr 26, 2026
1.1.3	Apr 26, 2026
1.1.2	Apr 25, 2026
1.1.1	Apr 23, 2026
1.1.0	Apr 20, 2026
1.0.1	Apr 13, 2026

STANDING

#34,303of 144,396 active serversTop 25%

Ranks ahead of 110,093 of 144,396 servers on MCP Toplist.

BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

Markdown

[![MCP Toplist](https://mcptoplist.com/badge/io.github.OjasKord%2Flocal-model-suitability-mcp.svg)](https://mcptoplist.com/server/io.github.OjasKord%2Flocal-model-suitability-mcp)

HTML

<a href="https://mcptoplist.com/server/io.github.OjasKord%2Flocal-model-suitability-mcp"><img src="https://mcptoplist.com/badge/io.github.OjasKord%2Flocal-model-suitability-mcp.svg" alt="MCP Toplist: Top 25% of 144,396" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

FAQ

Frequently asked questions

Who maintains Local Model Suitability MCP?: Local Model Suitability MCP is maintained by OjasKord, which publishes 9 MCP servers (89 total versions) tracked on MCP Toplist.
Is Local Model Suitability MCP listed on the Official MCP Registry?: Yes — Local Model Suitability MCP is listed on the Official MCP Registry, alongside Glama and mcp.so.
How many versions does Local Model Suitability MCP have?: MCP Toplist tracks 10 versions of Local Model Suitability MCP, most recently published on Jun 25, 2026.
Where can I find the source code for Local Model Suitability MCP?: The source code for Local Model Suitability MCP is hosted at github.com/OjasKord/local-model-suitability-mcp.

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