> ## Documentation Index > Fetch the complete documentation index at: https://agno-v2-docs-scavio-google-v2.mintlify.site/llms.txt > Use this file to discover all available pages before exploring further. # Overview > Enable Agno agents to interact with external systems via MCP interface. | Example | Description | | ---------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------- | | [MCP Filesystem Agent](/examples/tools/mcp/filesystem) | Create a filesystem agent that uses MCP to explore, analyze, and provide insights about files and directories. | | [MCP GitHub Agent](/examples/tools/mcp/github) | Create a GitHub agent that uses MCP to explore, analyze, and provide insights about GitHub repositories. | | [Groq + MCP = Lightning Fast Agents](/examples/tools/mcp/groq-mcp) | Create a high-performance filesystem agent by combining Groq's fast LLM inference with the Model Context Protocol (MCP). | | [Include Exclude Tools](/examples/tools/mcp/include-exclude-tools) | Filter which MCP server tools an agent can use with include\_tools and exclude\_tools. | | [Multiple Servers](/examples/tools/mcp/multiple-servers) | Connect one agent to Airbnb and Brave Search MCP servers at once using MultiMCPTools. | | [Sequential Thinking](/examples/tools/mcp/sequential-thinking) | Pair the Sequential Thinking MCP server with YFinanceTools so an agent reasons step by step before comparing two stocks. | | [MCP Airbnb Agent](/examples/tools/mcp/airbnb) | Create an agent that uses MCP and Gemini 2.5 Pro to search for Airbnb listings. | | [Agno MCP](/examples/tools/mcp/agno-mcp) | Query the Agno docs MCP server over streamable HTTP with MCPTools and a Claude agent. | | [MCP Brave Agent - Search for Brave](/examples/tools/mcp/brave) | Create an agent that uses Anthropic to search for information using the Brave MCP server. | | [Cli](/examples/tools/mcp/cli) | Run an interactive CLI chat loop against a GitHub MCP server agent. | | [GibsonAI MCP Server](/examples/tools/mcp/gibsonai) | Connect a local GibsonAI MCP server to an Agno agent. | | [MCP Graphiti Agent](/examples/tools/mcp/graphiti) | Use Agno's MCP integration with Graphiti to build a personal diary assistant. | | [Include Tools](/examples/tools/mcp/include-tools) | Limit an MCP filesystem server to three functions with the include\_tools filter. | | [MCP Toolbox for DB](/examples/tools/mcp/mcp-toolbox-for-db) | Connect an agent to an MCP Toolbox for Databases server and load hotel-management and booking-system toolsets via MCPToolbox. | | [‍ Mem0 MCP - Personalized Code Reviewer](/examples/tools/mcp/mem0) | Use Agno's MCP integration with Mem0 to build a personalized code reviewer. | | [Multiple Servers Allow Partial Failure](/examples/tools/mcp/multiple-servers-allow-partial-failure) | Use multiple MCP servers in a single agent, allowing for partial failure. | | [Notion MCP Agent](/examples/tools/mcp/notion-mcp-agent) | Use the Agno MCP tools to interact with your Notion workspace. | | [Oxylabs](/examples/tools/mcp/oxylabs) | Connect a Gemini agent to the Oxylabs MCP server to scrape a careers page for job titles. | | [MCP Parallel Agent - Search for Parallel](/examples/tools/mcp/parallel) | Create an agent that searches for information using the Parallel MCP server. | | [Pipedream Auth](/examples/tools/mcp/pipedream-auth) | This is an example of how to use Pipedream MCP servers with authentication. | | [Pipedream Google Calendar MCP](/examples/tools/mcp/pipedream-google-calendar) | Use Pipedream MCP servers (in this case the Google Calendar one) with Agno Agents. | | [Pipedream LinkedIn MCP](/examples/tools/mcp/pipedream-linkedin) | Review a legacy LinkedIn MCP integration that uses Pipedream's retired per-app SSE endpoint. | | [Pipedream Slack MCP](/examples/tools/mcp/pipedream-slack) | Use Pipedream MCP servers (in this case the Slack one) with Agno Agents. | | [Qdrant](/examples/tools/mcp/qdrant) | Store and retrieve agent output in a Qdrant collection through the Qdrant MCP server. | | [Stagehand MCP Agent](/examples/tools/mcp/stagehand) | Create HackerNews content with an agent using the Stagehand MCP server. | | [Stripe MCP Agent](/examples/tools/mcp/stripe) | Create an Agno agent that interacts with the Stripe API via MCP. | | [Supabase MCP Agent](/examples/tools/mcp/supabase) | Use the Supabase MCP server to create projects, database schemas, edge functions, and more. | | [Tool Name Prefix](/examples/tools/mcp/tool-name-prefix) | This is useful to avoid name collisions with other tools, especially when using multiple MCP servers. | | [Dynamic Headers](/examples/tools/mcp/dynamic-headers/overview) | Dynamically send information to the MCP server via HTTP headers. | | [Local Server](/examples/tools/mcp/local-server/overview) | Run a local FastMCP weather server over stdio and connect an Agno agent to it with MCPTools. | | [Mcp Toolbox Demo](/examples/tools/mcp/mcp-toolbox-demo/overview) | Run Agno agents and workflows against a PostgreSQL database through the MCP Toolbox for Databases server. | | [Sse Transport](/examples/tools/mcp/sse-transport/overview) | Connect agents to an MCP server over SSE transport using MCPTools and MultiMCPTools. | | [Streamable Http Transport](/examples/tools/mcp/streamable-http-transport/overview) | Connect an Agno agent to a Streamable HTTP MCP server using MCPTools and MultiMCPTools. | | [MCP BGPT Agent - Evidence-grounded scientific paper search](/examples/tools/mcp/bgpt) | Query the hosted BGPT MCP server over Streamable HTTP to search papers and surface methods, sample sizes, limitations, and conflicts of interest. |