This is a template for using agent mode with MCP servers to do research driven development based on specs

Web crawling tool that integrates with AI assistants via the MCP

Microsoft SemanticKernel integration for the Model Context Protocol (MCP). Enables seamless use of MCP tools as AI functions.

Real-time Hex package version context for AI tools via MCP, enabling accurate dependency suggestions in Elixir projects.

DataFactory.MCP

Auto-generates a Model Context Protocol server from GraphQL operations, exposing tools for AI models.

Comprehensive PDF manipulation toolkit (merge, split, encrypt, optimize and much more)

mcp-server)** (by Rajesh Vijay) - MCP Server to access and analyze your Oura Ring data. It provides a structured way to fetch and understand your health metrics.

A Model Context Protocol (MCP) server for comprehensive domain analysis: WHOIS, DNS records, and DNS health checks.

Standardized interface to run LLM optimizations, evaluations, and experiments with remote evaluators and datasets.

Transforms Git repositories into concise, text-based digests for AI-driven reasoning with targeted filters.

Unified interface to access and manage Flowcore data with natural language prompts, fast ingestion, and secure authentication.

Enhanced Snowflake MCP server with full protocol compliance, proxy support, rich configuration, and real-time resource subscriptions for robust Snowflake data access.

Python-powered integration that brings GroundX document understanding into editors with fast in-memory caching and seamless VS Code support.

Bun-backed, multi-language code-execution tool with isolated PM2 runner and MCP client integration.

Experimental Beancount integration enabling AI access to ledger data using BeanQuery and BQL, via a standardized context protocol.

UnityMCPbeta

ElizaOS plugin allowing agents to connect to MCP servers

Java-based client delivering protocol-aware AI chat via Spring AI with multi-model support and pluggable backends

Async web browsing with CSS selectors for precise content extraction, robust error handling, and rich metadata.

Terminal-driven Claude AI integration enabling file, shell, and code editing with safe git operations and remote connectivity.

An MCP (Model Context Protocol) server for generating Xmind mind maps. This server allows LLMs to create structured mind maps through the MCP protocol.

A super simple Starter to build your own MCP Server

ChatworkをAIから操作するためのMCP(Model Context Protocol)サーバー