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io.github.shubhamekapure/social-search-mcp

Official

by shubhamekapure · Python

Deep social media search for LLMs: Facebook, Reddit, LinkedIn, Instagram & more.

A Model Context Protocol (MCP) server that enables LLMs to search across social media platforms using industry-standard search engines. It provides a focused search_social tool to query specified domains and return results to the LLM context.

🛠️ Key Features

  • Exposes a search_social tool accepting a query and optional platform list
  • Restricts results to configured social domains (e.g., facebook, reddit, linkedin)
  • Returns directly to the LLM context for seamless integration
  • Configurable backend via environment variable SEARCH_PROVIDER

🚀 Use Cases

  • Retrieve social posts and references for a given query
  • Narrow search to selected platforms for targeted context
  • Enhance LLM conversations with live social content segments

⚡ Developer Benefits

  • Clear MCP-compliant interface for social search
  • Lightweight, domain-restricted search results
  • Simple environment-based backend configuration

⚠️ Limitations

  • Results limited to configured platforms and the chosen search provider
  • Dependency on external search engines for indexing and availability
  • May require environment setup to align with supported providers

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io.github.shubhamekapure/social-search-mcp - agentage MCP Catalog