Skip to main content
Glama
Bingeljell

@bingeljell/lead-gen-mcp

by Bingeljell

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
OPENAI_API_KEYNoOpenAI API key for improved extraction accuracy.
SEARXNG_BASE_URLNoURL for self-hosted SearXNG search instance.
ANTHROPIC_API_KEYNoAnthropic API key for improved extraction accuracy.
LEAD_GEN_OUTPUT_DIRNoDirectory for CSV output (default: ./leads).
BRAVE_SEARCH_API_KEYNoAPI key for Brave search.

Instructions

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Capabilities

Features and capabilities supported by this server

Protocol revision2025-11-25

CapabilityDetails
tools
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
lead_discoverB

Search for company candidates matching a query and rank them by ICP fit. Returns scored URLs ready for extraction — no browser required.

lead_extractA

Deep-extract company info (name, emails, industry, size) from a single URL using a headless browser and optional LLM parsing.

lead_generateC

Full pipeline: search → rank → extract → filter → save to CSV. Returns a list of discovered leads with emails.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

TDQS

B3.3/5.0

Scored across 3 tools

Disambiguation4/5

Tools have distinct purposes: discovery, extraction, and full pipeline. The generate tool subsumes the other two but is a convenience layer, not a source of confusion. Minor overlap exists but descriptions clearly differentiate them.

Naming Consistency5/5

All tool names follow a consistent lead_verb pattern (discover, extract, generate). The naming is predictable and aligns with tool function.

Tool Count4/5

Three tools is on the lower end but appropriate for a focused lead generation server. Each tool earns its place, covering search, extraction, and pipeline integration.

Completeness4/5

The tool set covers the core lead generation workflow—search, extract, and output. Missing features like batch extraction or lead management are minor gaps for this scope.

Maintenance

ActivityInactive
ResponsivenessNo issues