langchain-stophy
Give your agents the live web. These are Stophy tools for LangChain.
pip install langchain-stophy
from langchain.agents import create_agent
from langchain_stophy import StophyReadPage, StophyWebSearch
agent = create_agent(
"openai:gpt-5-mini",
tools=[StophyWebSearch(), StophyReadPage()],
)
result = agent.invoke(
{"messages": [{"role": "user", "content": "What changed in the latest Bun release?"}]}
)
print(result["messages"][-1].content)
Each tool reads STOPHY_API_KEY from the environment. Without it, web search, page reading, Reddit and Google Maps still work within free limits. The other tools send the model an error that says a key is needed. Get a key at stophy.dev.
Tools
| Tool | What the model gets | Price per call |
|---|---|---|
StophyWebSearch |
Ranked pages with title, url and description | $0.0015 |
StophyReadPage |
A page or PDF as markdown | $0.0015 to $0.0075 |
StophyRedditSearch |
Reddit posts with score and comment count | $0.0015 |
StophyPlaceSearch |
Google Maps places with rating, reviews and hours | $0.0015 |
StophyProductSearch |
Amazon products with price, rating and reviews | $0.0015 |
StophyJobSearch |
Indeed jobs with company, location and salary | $0.0015 |
StophyHomeSearch |
Zillow homes for sale or rent with price, beds, baths | $0.003 |
StophyWebSearch charges $0.0015 per 10 results. StophyReadPage costs more on pages that are hard to load. A call that fails or finds nothing costs nothing. These prices are for top-ups under $100.
To give an agent every tool with one key:
from langchain_stophy import StophyToolkit
tools = StophyToolkit(api_key="your-key").get_tools()
When a call fails, the tool returns the API's message as an error ToolMessage, so the agent can read it and recover.
For YouTube, TikTok, LinkedIn, Booking and the other Stophy endpoints, use the stophy SDK or the hosted MCP server at https://api.stophy.dev/mcp.
1 maintainer
Metadata
1 maintainer
Release files for langchain-stophy 0.1.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| langchain_stophy-0.1.0.tar.gz | 158.6 kB | With provenance | Details for langchain_stophy-0.1.0.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| langchain_stophy-0.1.0-py3-none-any.whl | Python 3 | none | any | Details for langchain_stophy-0.1.0-py3-none-any.whl |
Total release size: 164.4 kB
Release files / langchain_stophy-0.1.0.tar.gz
| Download URL | langchain_stophy-0.1.0.tar.gz |
|---|---|
| Size | 158.6 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
af9fdaf2dd31ac4856d6eb55f0abe030b61af39c1d83871a11198050d11fd648
|
|
BLAKE2b-256 checksum How to use checksums |
9a5bd712295a30e35cc77df6913a4023622b065ee763bfea98bf9cf2dc008907
|
| 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 2, 2026.
Transparency logRelease files / langchain_stophy-0.1.0-py3-none-any.whl
| Download URL | langchain_stophy-0.1.0-py3-none-any.whl |
|---|---|
| Size | 5.7 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
7528d29fa849ce2e8f7bd084b3b53eef01488d51d6c72e0036334992ad72f8dc
|
|
BLAKE2b-256 checksum How to use checksums |
53569014aa145a80650c44a21bb105d803b93cd54ba7929a05b101d71ad91e77
|
| 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 2, 2026.
Transparency logSecurity for langchain-stophy 0.1.0
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.
Attestation for langchain_stophy-0.1.0.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 2, 2026.
Transparency logA 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.
