SERVER

PyScrappy

Rank #1,449

io.github.mldsveda/pyscrappy

Web-scraping toolkit with 22 tools for structured web data as JSON for AI agents.

First listed
Jul 25, 2026
Last publish date
Aug 27, 2026
PURPOSE

What you can do with PyScrappy

PyScrappy is a Model Context Protocol (MCP) server published by mldsveda. It ranks #1,449 of 169,405 active servers on MCP Toplist, and its repository has 265 GitHub stars. PyScrappy is listed across 2 registries — Official MCP and Glama, with 13 tracked versions. It was first listed on Jul 25, 2026 and most recently updated on Aug 27, 2026.

Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.

CAPABILITIES AND LIMITATIONS

What PyScrappy can and cannot do

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

REQUIREMENTS

What you need before using PyScrappy

DeclaredNo credentialsNo credentials declared

The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.

Declared by Glama, last synced Nov 5, 2026. Not independently verified by MCP Toplist.

Declared in the registry install config
  • OMDB_API_KEY · optional
INSTALLATION AND FIRST TASK

Connect PyScrappy and confirm it works

Python package (PyPI)
claude mcp add pyscrappy -e "OMDB_API_KEY=<your OMDB_API_KEY>" -- uvx --from "pyscrappy[mcp]" pyscrappy-mcp pyscrappy

Replace each placeholder with your own value before saving.

First successful task

After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed
Jul 25, 2026
Latest version published
Aug 27, 2026
Version history
13 versions tracked (below)
Requirements evidence
Declared by Glama, last synced Nov 5, 2026. Not independently verified by MCP Toplist.
Profile checked
Not yet — purpose, capabilities and requirements above come from registry data only
Ranking data as of
Nov 5, 2026
Registry sightings

This server's maintainer has claimed it on MCP Toplist. Corrections to this profile go through the claim.

VERSIONS

Available versions (13)

1.1.6 · Jul 26, 20261.1.7 · Jul 26, 20261.2.0 · Jul 26, 20261.2.2 · Jul 27, 20261.3.1 · Jul 28, 20261.3.2 · Jul 31, 20261.4.2 · Aug 3, 20261.4.4 · Aug 5, 20261.5.1 · Aug 10, 20261.5.2 · Aug 10, 20261.5.4 · Aug 14, 20261.5.5 · Aug 16, 20261.5.9 · Aug 27, 2026Jul 26, 2026Aug 27, 2026
VersionPublished
1.5.9Aug 27, 2026
1.5.5Aug 16, 2026
1.5.4Aug 14, 2026
1.5.2Aug 10, 2026
1.5.1Aug 10, 2026
1.4.4Aug 5, 2026
1.4.2Aug 3, 2026
1.3.2Jul 31, 2026
1.3.1Jul 28, 2026
1.2.2Jul 27, 2026
1.2.0Jul 26, 2026
1.1.7Jul 26, 2026
1.1.6Jul 26, 2026
STANDING
#1,449of 169,405 active serversTop 1%

Ranks ahead of 167,956 of 169,405 servers on MCP Toplist.

Recent momentum
+175GitHub stars since Jul 20 (+194%)
BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

MCP Toplist: Top 1% of 169,405
Markdown
[![MCP Toplist](https://mcptoplist.com/badge/io.github.mldsveda%2Fpyscrappy.svg)](https://mcptoplist.com/server/io.github.mldsveda%2Fpyscrappy)
HTML
<a href="https://mcptoplist.com/server/io.github.mldsveda%2Fpyscrappy"><img src="https://mcptoplist.com/badge/io.github.mldsveda%2Fpyscrappy.svg" alt="MCP Toplist: Top 1% of 169,405" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

FAQ

Frequently asked questions

Who maintains PyScrappy?
PyScrappy is maintained by mldsveda, which publishes 1 MCP server (13 total versions) tracked on MCP Toplist.
Is PyScrappy listed on the Official MCP Registry?
Yes — PyScrappy is listed on the Official MCP Registry, alongside Glama.
How many versions does PyScrappy have?
MCP Toplist tracks 13 versions of PyScrappy, most recently published on Aug 27, 2026.
Where can I find the source code for PyScrappy?
The source code for PyScrappy is hosted at github.com/mldsveda/PyScrappy.
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