grain-mcp-server

ApeRAG is a production-ready RAG (Retrieval-Augmented Generation) platform that combines Graph RAG, vector search, and full-text search. Build sophisticated AI applications with hybrid retrieval, multimodal document processing, and enterprise-grade management features. ApeRAG is the best choice for building your own Knowledge Graph and for Context Engineering.

Open source MCP server for Vectara

A Meta-MCP Server that acts as a tool discovery and provisioning service for the Model Context Protocol, helping AI assistants find and utilize other MCP servers.

An MCP server integrating the Brave Search API for web and local search, offering features like web search, local search, and flexible filtering.

An MCP (Model Context Protocol) server that provides tools for uploading videos, creating processing tasks, and monitoring their progress through the ZapCap API.

This MCP server enables GPT-based assistants like Claude and ChatGPT to access a user's public LinkedIn data, allowing them to analyze past posts, understand writing tone, and assist with content creation, rewriting, and brainstorming.