mrkeyoor.com_
Mon 05 Oct 16:25 UTC
Dataevaluationupdated 05 Oct 2026

shodan-python review

shodan-python is the official Python library and command-line client for querying Shodan's database of Internet-connected devices. It turns Shodan search, host lookups, streaming data, alerts, DNS records, and downloads into Python methods and terminal commands.

Verdict

Our shodan-python run installed 42 packages and built successfully, but all 19 tests failed because the suite expected a SHODAN-API-KEY file that our no-secrets sandbox did not have. Use it when Shodan is already your data source and a small synchronous Python wrapper is enough. New production adopters should pin it carefully and test their exact endpoints, since the latest repository push was in 2024 and current packaging fixes remained open in 2026.

We ran it

Lab card: what happened when we ran shodan-pythonScreenshot of shodan-python (developer.shodan.io)
Install✓ · 21s42 packages · 39 MB
Build✓ · 1s
Tests✗ · 2s0 passed · 19 failed of 19 (pytest)
Known vulns0(pip-audit)
Repo44 files~4,763 lines of source · 0.2 MB · 0 CI workflows · tests dir

Answers from our run

Does shodan-python build from source?

Dependencies installed in 21 seconds (42 packages), and the build succeeded in 1 seconds. We cloned commit 87a0688 into a clean Debian container with 3 CPUs and no project-specific setup.

Do shodan-python's tests pass?

Not all of them: 0 of 19 passed and 19 failed when we ran the project's own test command (pytest). Some failures need services or credentials a bare container does not have.

Does shodan-python have known vulnerabilities in its dependencies?

pip-audit found none in the dependency tree at the time of our run.

Who should not use shodan-python?

Developers without a Shodan API key: even the repository's 19 tests open a local SHODAN-API-KEY file before exercising the client.

What are the alternatives to shodan-python?

Censys Python, pygreynoise, Masscan. Our shodan-python run installed 42 packages and built successfully, but all 19 tests failed because the suite expected a SHODAN-API-KEY file that our no-secrets sandbox did not have.

Setup3/5Small install, but useful calls and every test require an API key
Docs3/5Clear quick start and feature list, with separate API references
Community2/5New reports continue, but 20 pull requests remained open
Maturity3/5Stable API wrapper with an August 2024 last push

Who it’s for

Security teams that already pay for the Shodan API and want repeatable Python queries.
Researchers automating host lookups, saved searches, alerts, or bulk data downloads.
Analysts who prefer a command-line client over repeated browser searches.
Developers adding Shodan results to an existing inventory or investigation tool.

Who it’s NOT for

Developers without a Shodan API key: even the repository's 19 tests open a local SHODAN-API-KEY file before exercising the client.
Teams needing an offline or active network scanner: the README describes access to data stored by Shodan, not a replacement for running your own scan.
Projects that require a recently pushed dependency: the repository's last push was August 5, 2024, although issues and pull requests were still arriving in 2026.
Python environments that have removed pkg_resources: issue 246 reports a missing-module failure, and two open pull requests propose replacing that dependency.

Setup reality

Our sandbox installed commit 87a0688 in 21 seconds, adding 42 packages and using 39 MB on disk. The build succeeded in 1 second. Tests failed in 2 seconds: pytest reported 0 passed and 19 failed out of 19. Pip-audit found 0 known vulnerabilities.

Useful calls require a Shodan account and API key, with endpoint access governed by that account. The test suite expects the credential in a file named SHODAN-API-KEY; our no-secrets sandbox did not provide one.

The repository has a tests directory but no CI workflow files and no Dockerfile. Its 44 files and roughly 4,763 source lines are small, yet the supplied tests are live API checks rather than an offline confidence gate.

This client queries Shodan's index rather than scanning a network

shodan-python wraps Shodan's REST and streaming APIs. You can look up an IP, search indexed service banners, count results, inspect DNS data, watch a stream, manage network alerts, download bulk datasets, and query the exploit archive. The included shodan command exposes much of the same service from a terminal. It is useful when Shodan already has the data and you want to automate the questions.

That distinction matters. The README describes access to information stored by Shodan. It does not describe a local scanner that probes your address range on demand. A result can therefore be convenient and broad without being a fresh measurement of a device you own. For current internal exposure checks, pair the client with an authorized scanner or another source whose collection time you understand.

A Shodan key is required before the examples become useful

The quick start constructs Shodan('MY API KEY'), then calls host lookup, a cursor-based search, and a count query. You obtain that credential from a Shodan account. Endpoint access and available filters can depend on the account, which the test source makes explicit by expecting an advanced filtered query to fail on the free plan. Your application needs to handle those service-side permissions rather than treating every API error as a client defect.

Keep the token outside source control and pass it into your own program through a secret store or environment. The repository's tests use a different convention: each case opens a file named SHODAN-API-KEY from the working directory. That file was absent in our unprivileged sandbox. The resulting failure says more about the test harness's credential assumption than about search correctness.

What happened when we ran it

Our sandbox installed commit 87a0688 in 21 seconds. It pulled 42 packages and occupied 39 MB on disk, while the checkout itself held 44 files, about 4,763 lines of source, and used 0.2 MB. The package build succeeded in 1 second. Pip-audit reported 0 known vulnerabilities in the installed Python environment.

Pytest failed after 2 seconds with 0 passed and 19 failed out of 19. Every failure shown in the log tail ends with FileNotFoundError for SHODAN-API-KEY, including invalid-host, invalid-key, search, facet, and trends cases. The suite never reached the assertions in those cases because setup tried to open the credential file first. We did not add a key or make paid API calls, so this run does not judge live endpoint behavior.

The test suite is a live account check, not an offline safety net

The 19 supplied cases call real Shodan services. They check search results, facets, host details, exploit pages, trends, and error responses against data that can change outside the repository. That can catch contract drift with the service, but it also means a new contributor cannot run the suite with an isolated fake server. There are no GitHub Actions workflow files showing how maintainers provide a test account, and the repository has no Dockerfile.

A production team should add its own tests around the paths it depends on. Mock the HTTP boundary for deterministic parsing and error handling, then keep a small credentialed check for account permissions and endpoint compatibility. Our 2-second failure is a useful warning here: without a secret, the upstream suite provides no passing baseline at all.

Search, streams, alerts, and downloads share one small client

The project's appeal is its directness. The main client uses requests, builds paths for the API services, and raises APIError when Shodan returns a problem. Nested helpers cover DNS, notifications, organization membership, exploit search, trends, and other service groups. The README also lists bulk IP lookup, real-time firehose consumption, network alerts, email notifications, and bulk downloads.

This is a synchronous Python client. That is convenient for scripts and analyst tools, but a high-concurrency service may need its own scheduling, backoff, timeout policy, and usage accounting. The README does not promise an asynchronous interface. Before putting it behind an API, check the Shodan plan's limits and decide which responses you cache. Those service details were outside our 39 MB local installation measurement.

Packaging debt is visible in the open queue

commit 87a0688 declares package version 1.31.0 in setup.py, while GitHub's latest release entry is 1.28.0 from July 9, 2022. The repository was last pushed on August 5, 2024. GitHub listed 65 open issues and pull requests on October 5, 2026, split into 45 issues and 20 pull requests. Incoming reports continued after the last code push, so a stale release tag alone is not the whole health picture.

The open work still gives a buyer pause. Issue 246 reports that the CLI fails when pkg_resources is unavailable. Pull requests 248 and 253 both propose moving that lookup to importlib.metadata, and issue 252 requests the same change. The reports show a known packaging pressure point. They do not prove that every supported Python environment is broken, but they justify testing the exact interpreter and setuptools policy you deploy.

Choose it for Shodan data, not for a general asset platform

Censys Python is the closer substitute when your organization already searches Censys hosts and certificates. pygreynoise answers a narrower question about whether an IP belongs to ordinary Internet scanning activity. Masscan takes the opposite route and collects live TCP scan results from networks you are authorized to probe. Each changes the data source, not merely the Python syntax.

shodan-python remains the shortest official path from Python to a Shodan account. The local footprint was modest and the build passed, but our run could not produce one passing test without the expected secret file. Combined with the 2024 last push and open pkg_resources work, that makes it a dependency to pin and surround with your own contract tests. If you do not already need Shodan's index, choose the data source before choosing this client.

Alternatives

ProjectWhat it isPick it when
Censys PythonThe official Python wrapper for Censys host and certificate search APIs.pick this instead when your asset data and account already live in Censys.
pygreynoiseA Python library and CLI for asking GreyNoise about Internet scanner activity.pick this instead when separating common Internet noise from targeted activity is the main job.
MasscanA local asynchronous TCP port scanner written in C.pick this instead when you are authorized to collect fresh scan results yourself rather than query Shodan's index.

What people are saying

  1. [github-trending] achillean/shodan-python

Sources

  1. shodan-python README
  2. shodan-python 1.28.0 release
  3. shodan-python test suite
  4. Issue 246: missing pkg_resources
  5. Issue 252: remove pkg_resources

More data reviews

pg-jev · live · hftbacktest · github-stars-history · Threat-Intelligence-Hackers-Forums · Trader-Archives · the whole board →