SERVER

Coalent

Rank #5,837

io.github.nisarg-pujara-vectorlink/coalent

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2 versions

12 GitHub stars

by Vectorlink-Labs (1 servers)View repository ↗Claim this server

First listed

Jul 9, 2026

Last publish date

Sep 16, 2026

OVERVIEW

Coalent is a Model Context Protocol (MCP) server published by Vectorlink-Labs. It ranks #5,837 of 132,345 servers tracked on MCP Toplist, and its repository has 12 GitHub stars. Coalent is listed across 2 registries — Official MCP and Glama, with 2 tracked versions. It was first listed on Jul 9, 2026 and most recently updated on Sep 16, 2026.

STANDING

#5,837of 132,345 tracked serversTop 5%

Ranks ahead of 126,508 of 132,345 servers on MCP Toplist.

CONNECT

Use Coalent

No setupRuns out of the box

No credentials or required configuration declared — add it to your MCP client and go.

Python package (PyPI)

claude mcp add coalent -e "OPENAI_API_KEY=<your OPENAI_API_KEY>" -e "COALENT_MCP_TOKEN=<your COALENT_MCP_TOKEN>" -- uvx --with "coalent[mcp,openai]" coalent-mcp coalent --watch ./docs

Replace each placeholder with your own value before saving.

Python package (PyPI)

[mcp_servers.coalent]
command = "uvx"
args = ["--with", "coalent[mcp,openai]", "coalent-mcp", "coalent", "--watch", "./docs"]

[mcp_servers.coalent.env]
OPENAI_API_KEY = "<your OPENAI_API_KEY>"
COALENT_MCP_TOKEN = "<your COALENT_MCP_TOKEN>"

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

Python package (PyPI)

{
  "mcpServers": {
    "coalent": {
      "command": "uvx",
      "args": [
        "--with",
        "coalent[mcp,openai]",
        "coalent-mcp",
        "coalent",
        "--watch",
        "./docs"
      ],
      "env": {
        "OPENAI_API_KEY": "<your OPENAI_API_KEY>",
        "COALENT_MCP_TOKEN": "<your COALENT_MCP_TOKEN>"
      }
    }
  }
}

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

Python package (PyPI)

{
  "mcpServers": {
    "coalent": {
      "command": "uvx",
      "args": [
        "--with",
        "coalent[mcp,openai]",
        "coalent-mcp",
        "coalent",
        "--watch",
        "./docs"
      ],
      "env": {
        "OPENAI_API_KEY": "<your OPENAI_API_KEY>",
        "COALENT_MCP_TOKEN": "<your COALENT_MCP_TOKEN>"
      }
    }
  }
}

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

Python package (PyPI)

{
  "servers": {
    "coalent": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "--with",
        "coalent[mcp,openai]",
        "coalent-mcp",
        "coalent",
        "--watch",
        "./docs"
      ],
      "env": {
        "OPENAI_API_KEY": "<your OPENAI_API_KEY>",
        "COALENT_MCP_TOKEN": "<your COALENT_MCP_TOKEN>"
      }
    }
  }
}

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

Python package (PyPI)

{
  "mcpServers": {
    "coalent": {
      "command": "uvx",
      "args": [
        "--with",
        "coalent[mcp,openai]",
        "coalent-mcp",
        "coalent",
        "--watch",
        "./docs"
      ],
      "env": {
        "OPENAI_API_KEY": "<your OPENAI_API_KEY>",
        "COALENT_MCP_TOKEN": "<your COALENT_MCP_TOKEN>"
      }
    }
  }
}

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

Python package (PyPI)

{
  "mcpServers": {
    "coalent": {
      "command": "uvx",
      "args": [
        "--with",
        "coalent[mcp,openai]",
        "coalent-mcp",
        "coalent",
        "--watch",
        "./docs"
      ],
      "env": {
        "OPENAI_API_KEY": "<your OPENAI_API_KEY>",
        "COALENT_MCP_TOKEN": "<your COALENT_MCP_TOKEN>"
      }
    }
  }
}

Replace each placeholder with your own value before saving.

BADGE

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Markdown

[![MCP Toplist](https://mcptoplist.com/badge/io.github.nisarg-pujara-vectorlink%2Fcoalent.svg)](https://mcptoplist.com/server/io.github.nisarg-pujara-vectorlink%2Fcoalent)

HTML

<a href="https://mcptoplist.com/server/io.github.nisarg-pujara-vectorlink%2Fcoalent"><img src="https://mcptoplist.com/badge/io.github.nisarg-pujara-vectorlink%2Fcoalent.svg" alt="MCP Toplist: Top 5% of 132,345" /></a>

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

REGISTRIES

Listed on 2 registries

Official MCP

Glama

ORGANIZATION

Vectorlink-Labs

Organization

Vectorlink-Labs

Servers in org

Versions across org

VERSIONS

Available versions (2)

Version	Published
0.7.0	Sep 16, 2026
0.6.2	Aug 5, 2026

FAQ

Frequently asked questions

Who maintains Coalent?: Coalent is maintained by Vectorlink-Labs, which publishes 1 MCP server (2 total versions) tracked on MCP Toplist.
Is Coalent listed on the Official MCP Registry?: Yes — Coalent is listed on the Official MCP Registry, alongside Glama.
How many versions does Coalent have?: MCP Toplist tracks 2 versions of Coalent, most recently published on Sep 16, 2026.
Where can I find the source code for Coalent?: The source code for Coalent is hosted at github.com/Vectorlink-Labs/coalent.

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