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io.github.NitishGourishetty/contextual-mcp-server

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

MCP server · by NitishGourishetty

About

io.github.NitishGourishetty/contextual-mcp-server is an MCP server published by NitishGourishetty. Marketplaces we read that list it: 1 (Official MCP Registry). We first saw it on 2026-10-11 and have recorded no change since. As of our marketplace pass on 2026-10-13.

What it asks for

  • Runs on your machine
  • Secrets: 1
  • Settings: 2

Requires: API_KEY (secret)

What it declares, asks for and runs, in full

Only install plugins from developers you trust. We list what marketplaces publish and do not test plugins.

Package

PyPI contextual-mcp-server (contextual-mcp-server on PyPI)

  • PyPI downloads/week: 19 (2026-10-13)
  • PyPI downloads/month: 68 (2026-10-13)
  • Latest version on PyPI: 0.1.0, published 2025-09-18

No known vulnerabilities in OSV for 0.1.0 (checked 2026-10-13)

PyPI facts come from pypi.org, PyPI downloads from pypistats.org. Each figure is the registry's own and is never added to another. A registry that publishes no figure shows none: no number is not zero. Vulnerability records come from OSV.dev (CC BY 4.0) and concern the declared version only; a listing that declares no version gets no answer. We do not scan code.

Works with

  • Claude Code
  • Codex
  • Cursor
  • VS Code
  • Copilot CLI

From the marketplaces that list it and the MCP transport it declares, as each client documents them. We do not test plugins.

Connect

Commands and configs built only from what its marketplaces declare. We do not run them for you and do not test plugins.

As a local MCP server: PyPI package

Built from what Official MCP Registry declares.

Claude CodeTerminal
claude mcp add --env "API_KEY=<YOUR_API_KEY>" --transport stdio contextual-mcp-server -- uvx contextual-mcp-server
Codex~/.codex/config.toml
[mcp_servers.contextual-mcp-server]
command = "uvx"
args = ["contextual-mcp-server"]

[mcp_servers.contextual-mcp-server.env]
API_KEY = "<YOUR_API_KEY>"
Cursor~/.cursor/mcp.json
{
  "mcpServers": {
    "contextual-mcp-server": {
      "command": "uvx",
      "args": [
        "contextual-mcp-server"
      ],
      "env": {
        "API_KEY": "<YOUR_API_KEY>"
      }
    }
  }
}

Replace the values in angle brackets with your own. We show the names of the settings, never values.

Optional settings it also lists: AGENT_ID.

Where it is published

MarketplaceStatusVersionFiguresVerifiedFirst seen
Official MCP Registry (Open the registry record) Listed 0.1.0 Downloads/month (PyPI): 68
Downloads/week (PyPI): 19
Forks (GitHub): 0
Stars (GitHub): 0
Not marked

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.

What changed

Nothing has moved on this plugin since we started watching it.

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