Contextual MCP Server

by nitishgourishetty Your server? Claim it

local only

Contextual MCP Server runs on your own machine — the client starts it, so there is no endpoint to ping. 73 installs a week from pypi. Last commit 18 Sep 2025.

RAG-enabled MCP server using Contextual AI. Supports single-agent and multi-agent modes.

No commits for 12 months.

Installs per day peak 19 · avg 12 · -14% w/w

a month agotoday

Installs / week

pypi · contextual-mcp-server

Stars

0 open issues

18 Sep 2025

Last commit

0 releases in 90 days

—

License

Python

What the code does

We read the source, 21 h ago · rules 3dff92dd89df

Capabilities

What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.

Builds a file path from a variable document-agent/submit_parse_job.py:69

        file_path = os.path.join(output_dir, filename)

Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.

This code can reach further than it looks

We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.

Connect this server

This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.

Claude Code Claude Desktop Codex Cursor VS Code

run in your terminal

claude mcp add contextual-mcp-server -- uvx contextual-mcp-server

~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "contextual-mcp-server": {
      "args": [
        "contextual-mcp-server"
      ],
      "command": "uvx"
    }
  }
}

~/.codex/config.toml

[mcp_servers.contextual-mcp-server]
command = "uvx"
args = ["contextual-mcp-server"]

.cursor/mcp.json

{
  "mcpServers": {
    "contextual-mcp-server": {
      "args": [
        "contextual-mcp-server"
      ],
      "command": "uvx"
    }
  }
}

.vscode/mcp.json

{
  "mcpServers": {
    "contextual-mcp-server": {
      "args": [
        "contextual-mcp-server"
      ],
      "command": "uvx"
    }
  }
}

This one needs environment variables set before it will start: API_KEY (Your Contextual AI API key), AGENT_ID (Your Contextual AI agent ID (required only for single-agent mode; omit for multi-agent mode)). The author declared them in the registry entry; get the values from the project itself.

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Contextual MCP Server — questions

Answers built from our own checks of this server.

Why is there no uptime for Contextual MCP Server?

Contextual MCP Server runs on your own machine over stdio — there is no network address to reach, so uptime cannot be measured for it by anyone. What can be measured is adoption: the pypi package contextual-mcp-server was installed 73 times last week.

Is Contextual MCP Server still maintained?

No commits for 12 months. We show this because it changes what you can expect: an unmaintained server may keep answering for months and then stop without warning.

How do I connect Contextual MCP Server?

Copy the ready config from this page — we generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each with the file path that client actually reads. It runs locally, so the command pulls contextual-mcp-server straight from pypi; nothing to host, nothing to sign up for.

How many people use Contextual MCP Server?

The pypi package contextual-mcp-server was installed 73 times in the last week. Week over week that is -14%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.

Is Contextual MCP Server open source?

We cannot say either way: written in Python and 0 stars on GitHub, but we could not determine the licence, and without one the code is not open source by default.