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Panda Leads Tools

Panda Leads Tools

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About Panda Leads Tools

Panda Leads Tools is an MCP server for building prospect lists from public data, aimed at sales and research workflows. Its 15 tools cover business and provider discovery, hiring signals, company enrichment, and other regional or sector-specific records through Apify Actors.

Key features

  1. 0115 tools for public lead generation
  2. 02Local business and healthcare provider discovery
  3. 03Hiring signals and company enrichment
  4. 04New business, permit and nonprofit records
  5. 05Podcast, carrier and H-1B sponsor leads

Use cases

  1. 01Find local businesses or healthcare providers
  2. 02Enrich company domains and find team pages
  3. 03Identify firms with hiring signals
  4. 04Build lists from permits or new-business records

MCP support

Exposes 15 public-data lead-generation tools to MCP clients. Each tool starts an Apify Actor on the configured Apify account and returns JSON results.

Configuration

Local server config is the same for every client. Copy it into your client’s MCP config file.

mcp.json · Universal config
{
  "mcpServers": {
    "pandadad0214-panda-leads-tools": {
      "command": "uvx",
      "args": [
        "panda-leads-tools"
      ],
      "env": {
        "APIFY_TOKEN": "<APIFY_TOKEN>"
      }
    }
  }
}
Run commanduvx panda-leads-tools
Environment variables to set
APIFY_TOKENSecretApify API token. Free token: https://console.apify.com/settings/integrations

Local servers need a runtime on your machine (e.g. Node.js 18+). Config file locations differ by client; see your client’s docs.

Packages
pypipanda-leads-tools0.2.0

Tools

No tool list yet

Local servers expose tools only once running on your machine, and the maintainer has not provided a tool list.

Details

From the project README

Panda Leads Tools

Give Claude, Cursor or any MCP client 15 public lead-generation tools: local businesses, healthcare providers, podcasts, hiring signals, company enrichment and team pages, new Florida, Texas, New York and Colorado businesses, French companies, permits, carriers, nonprofits and H-1B sponsors. Each tool runs one public-data Apify Actor on your own Apify account and is priced per result. Part of the Panda Federation toolkit (40 tools in four focused servers).

PyPI Latest Release Umbrella Apify Store License: MIT

Featured on Launch MCP

Part of Panda Federation

Part of Panda Federation

This project is a module of the Panda Federation — public-data tools, MCP servers, and local-first apps in one catalog. See the rest of the work, including books when they publish and the matching free or paid editions of this tool, at the official site.

Follow on X: @PandaFedHQ

How to use this

uvx panda-leads-tools
  1. Get a free Apify token at console.apify.com/settings/integrations (the free plan includes $5 of monthly credit) and install uv.
  2. Add the server to your MCP client: command uvx, args ["panda-leads-tools"], env APIFY_TOKEN (Cursor JSON below).
  3. Ask in plain words, e.g. "List dentists in Phoenix, AZ with a website and phone number, then enrich their domains." Start with one or two inputs and read the summary / agentSummary line before widening.
{"mcpServers": {"panda-leads-tools": {"command": "uvx", "args": ["panda-leads-tools"], "env": {"APIFY_TOKEN": "apify_api_YOUR_TOKEN"}}}}

For AI agents

FieldValue
PurposeFocused MCP server with 15 public lead-generation tools: local businesses, healthcare providers, podcasts, hiring signals, company enrichment and team pages, new Florida, Texas, New York and Colorado businesses, French companies, permits, carriers, nonprofits and H-1B sponsors.
Use whenA task needs a prospect or account list built from official or open public data (registries, open maps, public job boards, company websites).
Do not use whenYou need LinkedIn, logged-in or paywalled data, scholarly sources (use panda-research-tools), federal funding (panda-public-funding-tools) or security audits (panda-web-security-tools).
Installuvx panda-leads-tools (stdio, Python 3.11+)
AuthAPIFY_TOKEN env var; runs bill to that Apify account.
Tools15, listed under Tools
OutputsJSON rows plus a one-line summary / agentSummary; Excel/CSV files on the Apify run.
Side effects and costStarts Apify runs; pay per result; empty runs are not charged per result; run_max_charge_usd caps each call. Read-only toward third-party sites.

Other ways to install

From the umbrella package (same tools):

uvx --from panda-federation-tools panda-leads-tools

From this repo instead of PyPI:

uvx --from git+https://github.com/pandadad0214/panda-leads-tools panda-leads-tools

Docker (stdio):

docker build -t panda-leads-tools .
docker run -i --rm -e APIFY_TOKEN panda-leads-tools

Cursor / Claude / VS Code: command uvx, args ["panda-leads-tools"], env APIFY_TOKEN.

Official MCP Registry name for this stdio package: io.github.pandadad0214/panda-leads-tools (server.json). Registry clients install the PyPI package with uvx panda-leads-tools. The git command above stays the install path from this repo.

Use with Gemini CLI

Install this repo as a Gemini CLI extension (adds the MCP server plus a short GEMINI.md context file). Needs Gemini CLI, uv, and a free Apify token.

gemini extensions install https://github.com/pandadad0214/panda-leads-tools

The extension prompts for APIFY_TOKEN on install and launches the server with uvx panda-leads-tools. Gallery listing is automatic once this public repo carries the gemini-cli-extension topic and a root gemini-extension.json (crawled daily).

Tools (15)

  • npi_provider_lists
  • podcast_leads_finder
  • local_business_leads
  • company_hiring_signals
  • company_website_enricher
  • company_team_finder
  • trucking_company_leads
  • nonprofit_leads_irs
  • building_permit_leads
  • florida_new_business_leads
  • texas_new_business_leads
  • new_york_new_business_leads
  • h1b_lca_sponsor_leads
  • colorado_new_business_leads
  • france_company_leads

Each tool runs one Apify Actor on your account. Empty runs are not charged per result; every call is capped by run_max_charge_usd. Full schemas and prices: umbrella README.

Sibling domain servers

  • panda-research-tools — Scholarly integrity and papers: citation checks, literature and PubMed search, academic experts, PDF tables, Wayback Machine snapshots, topic trends.
  • panda-public-funding-tools — Public money, filings and safety monitors: grants, contracts, SAM.gov bids, SBIR/STTR topics, SEC financials, clinical trials, Federal Register, recalls, VIN decode, EU tenders.
  • panda-web-security-tools — Site, email and agent safety: SPF/DKIM/DMARC audits, AI/SEO readiness, website change monitoring, hidden AI instructions scanner, bulk domain WHOIS/expiry, broken link checker, RSS and Atom feed monitor.

Index / compatibility mega-server: panda-federation-tools (use only when you truly need every tool).

TDQS standard

New tools join this domain only while the count stays in the 3–15 band. Descriptions follow the checklist in the umbrella repo. See tdqs-standard / project docs.

Built by Panda Federation. MIT licensed.

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