Medigami
Attested healthcare-finance MCP. Scan medical bills, estimate appeal probability, generate state-specific appeal letters, benchmark commercial rates, look up…
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llm-mcp
A Ruby gem for integrating Large Language Models (LLMs) via the Model Context Protocol (MCP) into development workflows.
Agent VRM MCP Server
A server that provides VRM avatar functionality for Large Language Models (LLMs) by connecting to an AgentVRM engine.
MCPCLIHost
A CLI host that allows Large Language Models (LLMs) to interact with external tools using the Model Context Protocol (MCP).
mcpcodeserver
Instead of direct calling MCP tools, mcpcode server transforms MCP tool calls into TypeScript programs, enabling smarter, lower-latency orchestration by LLMs.
ZIN MCP Client
A lightweight CLI client that bridges local LLMs running on Ollama with STDIO MCP Servers.
MCP vs Manual vs A2A Nginx Installation
# MCP vs Manual vs A2A Nginx Installation ## Introduction This project simulates three different approaches to setting up a server (e.g., Nginx): 1. A…
Math Agent with Microsoft Word and Gmail Integration
MCP server for Math Agent with Microsoft Word and Gmail Integration
Robrain
Shared memory across your team and your AI agents — with judgment.
Memex - Giving Claude a memory
One searchable memory of your Claude.ai chats and Claude Code sessions, served over MCP. Local-first MCP server that indexes your full Claude.ai history and…
Multi-MCP AI Agent
An AI agent which utilizes multiple MCP servers, including internal tools like math tools, and external tools like Google services and web scraping.
ATXP — Agent wallet, email, phone, and 100+ paid tools
Give your AI agent a wallet, email, phone number, and instant access to paid MCP tools — web search, image/video/music gen, X search, SMS, voice calls, code…
Part 1. Real-Time LangGraph Agent with MCP Tool Execution
This project demonstrates a decoupled real-time agent architecture that connects LangGraph agents to remote tools served by custom MCP (Modular Command…
Gyazo MCP Server
A TypeScript-based MCP server that enables AI assistants to interact with Gyazo images using the Model Context Protocol, providing access to image URIs…
Mcp Analytics
MCP server for data analytics — upload CSV files or connect Shopify, Stripe, GA4, and Search Console. 50+ statistical and ML tools including regression…
PDF Reader MCP Server (@shtse8/pdf-reader-mcp)
📄 The PDF intelligence layer for AI agents — Agent Document Twin, evidence-first extraction, visual crops, OCR provenance, trust reports, and benchmark-gated…
ContextStream
Persistent memory and cross-session learning for AI coding assistants. Cloud-based context management via MCP.
.NET OpenAI MCP Agent
Sample to create an AI Agent using OpenAI models with any MCP server running on Azure Container Apps
PAPI
Persistent Adaptive Planning Intelligence - structured loop engineering for AI coding assistants, with memory that persists across sessions, tools, and…
Alaya Memory Engine
A local memory engine for AI agents. Stores conversation episodes, consolidates knowledge through a neuroscience-inspired lifecycle, and builds a personal…
Meridian
Shared memory and coordination for AI coding sessions. Persistent sprint board, human-in-the-loop queue, and parallel session protection. Works with Claude…
Quorel - Web Data MCP
Quorel turns any public website into a versioned, queryable API. Define a schema once in plain English, and Quorel extracts, structures, and refreshes the data…
🤖 Welcome to the Robot Takeover Setup Script! 🚀
Easy setup script for Anthropic Claude Model Context Protocol (MCP) servers on Windows
Talordata Mcp Server
Talordata MCP Server is a remote Model Context Protocol server for Talordata SERP API. It connects multi-engine SERP capabilities with MCP-compatible clients…