Panda Federation Tools · Office #67,570

What it is

Calls itself “research and public-data tools”.

• Calls itself: research and public-data tools

“Research and public-data tools for AI agents”

Where it puts itself

Positions itself as an alternative to Google Maps. Rules out “LinkedIn scraping”.

• Alternative to: Google Maps
• Says it will not: LinkedIn scraping

“Local businesses by category and city from OpenStreetMap (Google Maps alternative)”

“No logins, no paywalls, no LinkedIn scraping.”

What it costs

Monthly subscription. A free tier up to a usage limit. 36 prices listed on its pages, from $0 to $5.

• Monthly: yes
• Free plan: free up to a limit
• Price: 36 prices, from $0 to $5

“$0.001 / VIN”

“$0.001 / business”

“$0.001 / document”

Who it sells to

Sells to developers.

• Sells to: developers

“Research and public-data tools for AI agents”

How it runs

A API for Linux, Windows and macOS. Can be self-hosted. Distributed through the npm. Offers an API. Open source. AI is the core of the product. You can bring your own API key.

• Kind: api
• Runs on: Linux · Windows · macOS
• Runs where: self-hosted
• Distributed via: npm
• API: yes
• Open source: yes
• AI role: core to the product
• Bring your own key: yes

“Open-source MCP server + index for 18 research & public-data tools on Apify”

“…download install.sh (macOS/Linux) or install.ps1 (Windows) from the latest Release.”

What it works with

Integrates with Apify and PyPI. Runs inside Docker and MCP. Built on Apify and MCP.

• Integrates with: Apify · PyPI
• Runs inside: Docker · MCP
• Built on: Apify · MCP

“Open-source MCP server + index for 18 research & public-data tools on Apify”

“Each domain also has its own thin GitHub repo (same console script names via uvx <package> once published on PyPI).”

What it offers as proof

Live, no waitlist. Claims “18”. Trying it asks for an email. Publishes docs.

• Number claimed: 18
• Instant signup: yes
• Trial asks for: an email address

“Sign in”

“You need: a free Apify API token”