# How to integrate Refiner MCP with Hermes ```json { "title": "How to integrate Refiner MCP with Hermes", "toolkit": "Refiner", "toolkit_slug": "refiner", "framework": "Hermes", "framework_slug": "hermes-agent", "url": "https://composio.dev/toolkits/refiner/framework/hermes-agent", "markdown_url": "https://composio.dev/toolkits/refiner/framework/hermes-agent.md", "updated_at": "2026-05-06T08:25:33.346Z" } ``` ## Introduction Hermes is a 24/7 autonomous agent that lives on your computer or server — it remembers what it learns and evolves as your usage grows. This guide explains the easiest and most robust way to connect your Refiner account to Hermes. You can do this through either Composio Connect CLI or Composio Connect MCP. For personal use we recommend the CLI, but you won't go wrong with MCP either. ## Also integrate Refiner with - [OpenAI Agents SDK](https://composio.dev/toolkits/refiner/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/refiner/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/refiner/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/refiner/framework/claude-cowork) - [Codex](https://composio.dev/toolkits/refiner/framework/codex) - [OpenClaw](https://composio.dev/toolkits/refiner/framework/openclaw) - [CLI](https://composio.dev/toolkits/refiner/framework/cli) - [Google ADK](https://composio.dev/toolkits/refiner/framework/google-adk) - [LangChain](https://composio.dev/toolkits/refiner/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/refiner/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/refiner/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/refiner/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/refiner/framework/crew-ai) ## TL;DR ### What is Composio Connect? Composio Connect is a consumer offering that lets anyone plug 1,000+ applications directly into their agent harness — including Hermes. It can: - Search and load tools from relevant toolkits on-demand, reducing context usage. - Chain multiple tools to accomplish complex workflows via a remote workbench, without excessive back-and-forth with the LLM. - Manage app authentication end-to-end with zero manual overhead. ## Connect Refiner to Hermes ### Integrating Refiner with Hermes ### Using Composio Connect CLI 1. Install the Composio CLI Run the install script directly, or paste https://composio.dev/hermes into your Hermes chat box to have it installed for you. ```bash curl -fsSL https://composio.dev/install | bash ``` ## What is the Refiner MCP server, and what's possible with it? The Refiner MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Refiner account. It provides structured and secure access to your customer feedback and survey data, so your agent can perform actions like fetching contacts, analyzing survey responses, managing user segments, updating user data, and generating reports on your behalf. - Contact management and updates: Effortlessly retrieve, update, or delete contact records, allowing your agent to keep user data clean and up-to-date. - Survey and form discovery: Instantly list all surveys or forms in your Refiner account, filter by state, and access their configurations for deeper analysis or reporting. - Survey response retrieval and analytics: Pull in all survey responses, filter results, and generate detailed analytics or reporting to uncover actionable insights from your customer feedback. - User segmentation and targeting: Fetch and browse user segments, enabling your agent to target specific groups for outreach or further analysis based on collected data. - Event tracking and behavioral logging: Automatically record user events, associate them with contacts, and enrich feedback data for advanced behavioral analytics. ## Supported Tools | Tool slug | Name | Description | |---|---|---| | `REFINER_DELETE_CONTACT` | Delete Contact | Tool to delete a specific contact by its identifier. use after confirming the contact's id, email, or uuid. | | `REFINER_GET_ACCOUNT_INFO` | Get Account Info | Tool to fetch refiner account subscription and environment usage details. use when you need to audit your current plan and usage. | | `REFINER_GET_CONTACT` | Get Contact | Tool to retrieve details of a specific contact by its id. use when you need all stored traits for a known user. | | `REFINER_GET_CONTACTS` | Get Contacts | Tool to retrieve a list of contacts from your refiner account. use when you need to filter or paginate through contacts. | | `REFINER_GET_FORMS` | Get Forms | Tool to retrieve a list of forms (surveys) from your refiner account with optional filtering and pagination. use when you need to list surveys by state, page, or include extra info/config. | | `REFINER_GET_REPORTING` | Get Reporting | Tool to retrieve aggregated reporting data for surveys including metrics and analytics. use when you need survey analytics over a time range filtered by type, question identifiers, tags, forms, or segments. | | `REFINER_GET_RESPONSES` | Get Survey Responses | Tool to retrieve all survey responses from your refiner account with optional filtering and pagination. use after confirming survey creation to pull response data. | | `REFINER_GET_SEGMENTS` | Get Segments | Tool to retrieve a list of user segments from your refiner account. use when you need to view or paginate segments. | | `REFINER_TRACK_EVENT` | Track Event | Tool to record a user event by name for a user identified via user id or email. use after confirming the identifier and event name. | | `REFINER_UPDATE_CONTACT` | Update Contact | Tool to update an existing contact's attributes or account. use when you have a contact `id` or `email` and want to modify traits or grouping. | ## Supported Triggers None listed. ## Creating MCP Server - Stand-alone vs Composio SDK The Refiner MCP server provides comprehensive access to Refiner operations through Composio. Once connected, Hermes can perform all major Refiner actions on your behalf using natural language commands. ## Complete Code None listed. ## Conclusion ### Way Forward With Refiner connected, Hermes can now act on your behalf whenever it detects a relevant task or you ask it to. From here, you can extend Hermes further: - Connect more apps: Calendar, Slack, Notion, Linear, and hundreds of others are available through the same Composio Connect setup. Each new integration compounds what Hermes can do for you. - Build workflows across tools: Once multiple apps are connected, Hermes can chain actions together — turn an email into a calendar invite, a Slack message into a Linear ticket, or a meeting note into a follow-up draft. - Let it learn your patterns: The more you use Hermes, the better it gets at anticipating how you'd handle recurring tasks. Give it feedback on drafts and decisions, and it will adapt. If you run into trouble or want to share what you've built, join the [community](https://discord.com/invite/composio) or check out the [Docs](https://docs.composio.dev?utm_source=toolkits&utm_medium=framework_template&utm_campaign=hermes&utm_content=docs) for deeper configuration options. ## How to build Refiner MCP Agent with another framework - [OpenAI Agents SDK](https://composio.dev/toolkits/refiner/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/refiner/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/refiner/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/refiner/framework/claude-cowork) - [Codex](https://composio.dev/toolkits/refiner/framework/codex) - [OpenClaw](https://composio.dev/toolkits/refiner/framework/openclaw) - [CLI](https://composio.dev/toolkits/refiner/framework/cli) - [Google ADK](https://composio.dev/toolkits/refiner/framework/google-adk) - [LangChain](https://composio.dev/toolkits/refiner/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/refiner/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/refiner/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/refiner/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/refiner/framework/crew-ai) ## Related Toolkits - [Firecrawl](https://composio.dev/toolkits/firecrawl) - Firecrawl automates large-scale web crawling and data extraction. It helps organizations efficiently gather, index, and analyze content from online sources. - [Tavily](https://composio.dev/toolkits/tavily) - Tavily offers powerful search and data retrieval from documents, databases, and the web. It helps teams locate and filter information instantly, saving hours on research. - [Exa](https://composio.dev/toolkits/exa) - Exa is a data extraction and search platform for gathering and analyzing information from websites, APIs, or databases. It helps teams quickly surface insights and automate data-driven workflows. - [Serpapi](https://composio.dev/toolkits/serpapi) - SerpApi is a real-time API for structured search engine results. It lets you automate SERP data collection, parsing, and analysis for SEO and research. - [Peopledatalabs](https://composio.dev/toolkits/peopledatalabs) - Peopledatalabs delivers B2B data enrichment and identity resolution APIs. Supercharge your apps with accurate, up-to-date business and contact data. - [Snowflake](https://composio.dev/toolkits/snowflake) - Snowflake is a cloud data warehouse built for elastic scaling, secure data sharing, and fast SQL analytics across major clouds. - [Posthog](https://composio.dev/toolkits/posthog) - PostHog is an open-source analytics platform for tracking user interactions and product metrics. It helps teams refine features, analyze funnels, and reduce churn with actionable insights. - [Amplitude](https://composio.dev/toolkits/amplitude) - Amplitude is a digital analytics platform for product and behavioral data insights. It helps teams analyze user journeys and make data-driven decisions quickly. - [Bright Data MCP](https://composio.dev/toolkits/brightdata_mcp) - Bright Data MCP is an AI-powered web scraping and data collection platform. Instantly access public web data in real time with advanced scraping tools. - [Browseai](https://composio.dev/toolkits/browseai) - Browseai is a web automation and data extraction platform that turns any website into an API. It's perfect for monitoring websites and retrieving structured data without manual scraping. - [ClickHouse](https://composio.dev/toolkits/clickhouse) - ClickHouse is an open-source, column-oriented database for real-time analytics and big data processing using SQL. Its lightning-fast query performance makes it ideal for handling large datasets and delivering instant insights. - [Coinmarketcal](https://composio.dev/toolkits/coinmarketcal) - CoinMarketCal is a community-powered crypto calendar for upcoming events, announcements, and releases. It helps traders track market-moving developments and stay ahead in the crypto space. - [Control d](https://composio.dev/toolkits/control_d) - Control d is a customizable DNS filtering and traffic redirection platform. It helps you manage internet access, enforce policies, and monitor usage across devices and networks. - [Databox](https://composio.dev/toolkits/databox) - Databox is a business analytics platform that connects your data from any tool and device. It helps you track KPIs, build dashboards, and discover actionable insights. - [Databricks](https://composio.dev/toolkits/databricks) - Databricks is a unified analytics platform for big data and AI on the lakehouse architecture. It empowers data teams to collaborate, analyze, and build scalable solutions efficiently. - [Datagma](https://composio.dev/toolkits/datagma) - Datagma delivers data intelligence and analytics for business growth and market discovery. Get actionable market insights and track competitors to inform your strategy. - [Delighted](https://composio.dev/toolkits/delighted) - Delighted is a customer feedback platform based on the Net Promoter System®. It helps you quickly gather, track, and act on customer sentiment. - [Dovetail](https://composio.dev/toolkits/dovetail) - Dovetail is a research analysis platform for transcript review and insight generation. It helps teams code interviews, analyze feedback, and create actionable research summaries. - [Dub](https://composio.dev/toolkits/dub) - Dub is a short link management platform with analytics and API access. Use it to easily create, manage, and track branded short links for your business. - [Elasticsearch](https://composio.dev/toolkits/elasticsearch) - Elasticsearch is a distributed, RESTful search and analytics engine for all types of data. It delivers fast, scalable search and powerful analytics across massive datasets. ## Frequently Asked Questions ### What are the differences in Tool Router MCP and Refiner MCP? With a standalone Refiner MCP server, the agents and LLMs can only access a fixed set of Refiner tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Refiner and many other apps based on the task at hand, all through a single MCP endpoint. ### Can I use Tool Router MCP with Hermes? Yes, you can. Hermes fully supports MCP integration. You get structured tool calling, message history handling, and model orchestration while Tool Router takes care of discovering and serving the right Refiner tools. ### Can I manage the permissions and scopes for Refiner while using Tool Router? Yes, absolutely. You can configure which Refiner scopes and actions are allowed when connecting your account to Composio. You can also bring your own OAuth credentials or API configuration so you keep full control over what the agent can do. ### How safe is my data with Composio Tool Router? All sensitive data such as tokens, keys, and configuration is fully encrypted at rest and in transit. Composio is SOC 2 Type 2 compliant and follows strict security practices so your Refiner data and credentials are handled as safely as possible. --- [See all toolkits](https://composio.dev/toolkits) · [Composio docs](https://docs.composio.dev/llms.txt)