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prospectio-api-mcp

Active·★ 19·Updated 2026-03-25
★ Hidden Gem★ API Integration

MCP/API server that helps you to connect to different lead generation app

Prospectio MCP API is a FastAPI-based application that implements the Model Context Protocol (MCP) for lead prospecting. It follows Clean Architecture principles with persistent storage using PostgreSQL and pgvector. The application provides a three-phase contact enrichment process using Perplexity web search and DuckDuckGo to discover professional information, LinkedIn URLs, and biographical details.

#agentic-ai#ai#artificial-intelligence#fastapi#llm#mcp#mcp-server#mcp-servers
$ Install
$ cp .env.example .env && poetry install
↗ Visit site★ GitHub
01

Features

01Clean Architecture with separation of domain, application, and infrastructure layers
02Three-phase contact enrichment: web search for contact info, LinkedIn URL discovery, and biography gathering
03Persistent storage with PostgreSQL and pgvector for efficient lead and profile management
04Supports both REST API and MCP protocol for flexible integration
05Dependency injection and strategy pattern for pluggable data sources
02

Compatibility

Linux
Linux
Verified via docs
macOS
macOS
Verified via docs
Windows
Windows
Verified via docs
Docker
Docker
Verified via docs
03

Quick start

1
$ cp .env.example .env
2
$ poetry install
04

Use cases

↳Lead prospecting and contact enrichment for sales teams
↳Integration with MCP-compatible clients like Claude or Gemini for automated workflows
↳Building and maintaining a comprehensive leads database with enriched professional data
05

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Related searches

prospectio-api-mcp AlternativesBest Dev Tooling Tools 2026Open Source Dev Toolingprospectio-api-mcp Tutorialprospectio-api-mcp Vs Competitorsagentic-aiaiartificial-intelligence

Comments

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  • D
    Dylan JacksonMay 6, 2026

    Works with multiple lead generation services through a consistent interface.

  • M
    Marlowe ThompsonApr 10, 2026

    Lead generation API connectivity via MCP brings prospect data into AI workflows.

  • S
    Scout WilsonMar 29, 2026

    Reduces manual data gathering for sales and marketing automation.

  • D
    Dakota LeeMar 8, 2026

    Good for sales teams who want AI assistance with lead research and outreach.

On this page
01Features02Compatibility03Quick start04Use cases05Alternatives
Stats
GitHub Stars★ 19
Last commit2mo ago
StatusActive
License—
CategoryDev Tooling
Trend (30d)
+0.7↑ 0.4%
Links
Documentation↗Discussion↗Issues↗Releases↗

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