Skip to main content

ecommerce-search-rankings-mcp (Python)

Python version of the ecommerce-search-rankings-mcp stdio MCP server, built on the official mcp Python SDK. Same tools, same APIFY_TOKEN env var, same hosted endpoint as the Node.js server.

Stdio MCP server: e-commerce search results and product rankings across amazon, ebay, walmart, google shopping, etsy via Apify's hosted MCP gateway

It answers initialize and tools/list locally from the bundled tools.json (no token, no network). tools/call is forwarded to Apify's hosted MCP endpoint (mcp.apify.com) with your own APIFY_TOKEN, so each run uses your Apify account. Without a token a call returns a clear error instead of running anything. The token is only sent in the Authorization header and is never logged.

Install

Requires Python 3.10+. With uv:

uvx --from "git+https://github.com/GeminiGeorge22/ecommerce-search-rankings-mcp#subdirectory=python" ecommerce-search-rankings-mcp

With pip:

pip install "git+https://github.com/GeminiGeorge22/ecommerce-search-rankings-mcp#subdirectory=python"
ecommerce-search-rankings-mcp

MCP client config:

{
  "mcpServers": {
    "ecommerce-search-rankings": {
      "command": "uvx",
      "args": ["--from", "git+https://github.com/GeminiGeorge22/ecommerce-search-rankings-mcp#subdirectory=python", "ecommerce-search-rankings-mcp"],
      "env": { "APIFY_TOKEN": "YOUR_APIFY_TOKEN" }
    }
  }
}

Optional env: APIFY_ACTORS (comma-separated subset of the Actors) and APIFY_MCP_URL (full endpoint override).

Tests

Tests use an in-process mock server, with no network and no token. They fail if APIFY_TOKEN is set.

cd python && pip install -e ".[test]"
env -u APIFY_TOKEN python -m pytest

python scripts/build_tools.py --check compares the bundled tools.json with each Actor's live public input schema and exits 1 on any mismatch.

Metadata

Release files for ecommerce-search-rankings-mcp 0.2.0

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for ecommerce-search-rankings-mcp 0.2.0
File Size Uploaded Provenance Actions
ecommerce_search_rankings_mcp-0.2.0.tar.gz 24.8 kB With provenance Details for ecommerce_search_rankings_mcp-0.2.0.tar.gz

Built distribution (wheel)

Table of built distributions (wheels) for ecommerce-search-rankings-mcp 0.2.0
File Interpreter ABI Platform Actions
ecommerce_search_rankings_mcp-0.2.0-py3-none-any.whl Python 3 none any Details for ecommerce_search_rankings_mcp-0.2.0-py3-none-any.whl

Total release size: 46.6 kB

Release files / ecommerce_search_rankings_mcp-0.2.0.tar.gz

Download URL ecommerce_search_rankings_mcp-0.2.0.tar.gz
Size 24.8 kB
Tags Source
SHA-256 checksum
How to use checksums
176e672ef0b0494042c7d8ff240351d3d0d6ebe01bf250409ecaa0b15cc762be
BLAKE2b-256 checksum
How to use checksums
aaafc1f2078ec5005da688cbfc35534140e00fb72f01c83b3a4b8e927523844a
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.16

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Nov 3, 2026.

Transparency log

Release files / ecommerce_search_rankings_mcp-0.2.0-py3-none-any.whl

Download URL ecommerce_search_rankings_mcp-0.2.0-py3-none-any.whl
Size 21.8 kB
Tags Python 3
SHA-256 checksum
How to use checksums
6bd93f0dda267f607de0c1f3aa55f899ae2b7ea8a75167e8e64eae43dcb9121d
BLAKE2b-256 checksum
How to use checksums
60257986bcecdf789385c57b34135769ee494c9893b978eee55a97c7fd0b6a72
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.16

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Nov 3, 2026.

Transparency log

Security for ecommerce-search-rankings-mcp 0.2.0

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

Full provenance

All 2 files in this release have been uploaded with provenance metadata.

Select from 2 files

Attestation for ecommerce_search_rankings_mcp-0.2.0.tar.gz

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Nov 3, 2026.

Transparency log

A note on package security

PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.

To learn more about protecting yourself from malicious actors, visit our package security documentation.

Release history Release notifications | RSS feed

This release

0.2.0 This release

2 release files Full provenance

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page