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Python SDK for interacting with the MCP Toolbox for Databases.

Open Source, Self-Hosted, AI Search and LLM.txt for your website

Local llamaindex RAG to assist researchers quickly navigate research papers

Mod of BabyAGI with only ~350 lines of code

Flexible GraphRAG: Python, LlamaIndex, Docker Compose: 8 Graph dbs, 10 Vector dbs, OpenSearch, Elasticsearch, Alfresco.

XRAG: eXamining the Core - Benchmarking Foundational Component Modules in Advanced Retrieval-Augmented Generation

Experiment with small super OCR models here.

Full feature Airtable Model Context Protocol Server

Complete example MCP server implementation with full specification support, type safety, and production-ready architecture. Demonstrates OAuth 2.1, tools, prompts, sampling, and notifications using Reddit as a real-world integration.

Automatic view component renderer by AI agent

A project-based course repository for developing AI agents using LangChain v1+ and LangGraph: search agents, RAG systems

MoneyGraph cross-border payment SDK — send payouts to 82+ countries via bank, mobile money, SWIFT, SEPA, ACH. Built for AI agents (Claude, ChatGPT, Cursor, Copilot, LangChain, CrewAI, Vercel AI SDK). Powered by StratosPay. Sandbox included.

A lightweight utility that securely loads API keys for Cursor MCP servers from your home directory, preventing accidental exposure of secrets in repositories. Keep your credentials safe while maintaining seamless integration with AI coding assistants.

A Model Context Protocol (MCP) server for InfluxDB that enables Claude and other AI assistants to work with time-series data

Selenium WebDriver MCP Server

MCP server for AgentScore — check AI agent reputation scores, trust levels, and ecosystem stats in the x402 network. Works with Claude Desktop, Cursor, and any MCP client.

MCP server for kweenkl - allows AI assistants to send push notifications

MCP server package - managed by mcp-prep

MCP server for Ragmint with RAG pipeline optimization