# How to connect Firecrawl to Muse ```json { "title": "How to connect Firecrawl to Muse", "toolkit": "Firecrawl", "toolkit_slug": "firecrawl", "framework": "Muse", "framework_slug": "muse", "url": "https://composio.dev/toolkits/firecrawl/framework/muse", "markdown_url": "https://composio.dev/toolkits/firecrawl/framework/muse.md", "updated_at": "2026-10-04T16:37:24.969Z" } ``` ## Introduction Muse is Meta's AI assistant. It can connect to outside tools through custom connectors, which use the Model Context Protocol (MCP). This guide explains how to connect Firecrawl to Muse using Composio Connect, which handles OAuth, token refresh, and reliability so you do not have to. You add Composio as a custom connector once, then ask Muse to work with Firecrawl in plain language. ## Also integrate Firecrawl with - [Claude Code](https://composio.dev/toolkits/firecrawl/framework/claude-code) - [Cursor](https://composio.dev/toolkits/firecrawl/framework/cursor) - [ChatGPT](https://composio.dev/toolkits/firecrawl/framework/chatgpt) - [Claude Cowork](https://composio.dev/toolkits/firecrawl/framework/claude-cowork) - [Antigravity](https://composio.dev/toolkits/firecrawl/framework/antigravity) - [OpenAI Agents SDK](https://composio.dev/toolkits/firecrawl/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/firecrawl/framework/claude-agents-sdk) - [Grok Bot](https://composio.dev/toolkits/firecrawl/framework/grok-bot) - [Codex](https://composio.dev/toolkits/firecrawl/framework/codex) - [Grok Build](https://composio.dev/toolkits/firecrawl/framework/grok-build) - [VS Code](https://composio.dev/toolkits/firecrawl/framework/vscode) - [OpenCode](https://composio.dev/toolkits/firecrawl/framework/opencode) - [OpenClaw](https://composio.dev/toolkits/firecrawl/framework/openclaw) - [Hermes](https://composio.dev/toolkits/firecrawl/framework/hermes-agent) - [Atomic Agent](https://composio.dev/toolkits/firecrawl/framework/atomic-agent) - [Pi](https://composio.dev/toolkits/firecrawl/framework/pi-agent) - [DeepSeek Harness](https://composio.dev/toolkits/firecrawl/framework/deepseek) - [Google ADK](https://composio.dev/toolkits/firecrawl/framework/google-adk) - [LangChain](https://composio.dev/toolkits/firecrawl/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/firecrawl/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/firecrawl/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/firecrawl/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/firecrawl/framework/crew-ai) - [Pydantic AI](https://composio.dev/toolkits/firecrawl/framework/pydantic-ai) - [AutoGen](https://composio.dev/toolkits/firecrawl/framework/autogen) ## TL;DR - Cross-app workflows across 1,500+ apps from a single plugin layer. - On-demand tool loading so Muse only loads the tools needed for the current task. - Programmatic tool calling through a remote workbench for complex, multi-step workflows. - Multi-account support so users can connect and switch between multiple accounts for the same app. - Shared account access so teams or agents can work through common business accounts and service connections. - Managed authentication with OAuth handling, credential storage, and token refresh managed by Composio. - Safer credential handling so app credentials stay outside the model context and tool responses. - User-level account isolation so actions run against the correct connected account instead of mixing user access. ## Connect Firecrawl to Muse ### Connecting Firecrawl to Muse You add Composio to Muse once as a custom connector, then connect Firecrawl from the chat. ## What is the Firecrawl MCP server, and what's possible with it? The Firecrawl MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Firecrawl account. It provides structured and secure access to web crawling, site mapping, content extraction, and usage data, so your agent can scrape multiple pages, discover website URLs, run agentic extraction, monitor jobs, and manage active crawls on your behalf. - Batch website scraping: Have your agent scrape content from multiple URLs at once and check when the collected results are ready. - Website discovery and mapping: Direct your agent to find pages from a starting website, filter them with a search query, and control sitemap or subdomain coverage. - Agentic web extraction: Let the agent start multi-page extraction tasks that can navigate and interact with websites, then retrieve their results. - Crawl monitoring and control: Instruct your agent to check crawl progress, review completed results, or cancel an active or queued crawl. - Credit and token tracking: Have your agent report your team’s current Firecrawl credit usage, extraction token usage, and remaining balance. ## Supported Tools | Tool slug | Name | Description | |---|---|---| | `FIRECRAWL_AGENT_CANCEL` | Cancel an agent job | Tool to cancel an in-progress agent job by its ID. Use when you need to terminate an active agent operation. The API returns a success boolean upon cancellation. | | `FIRECRAWL_BATCH_SCRAPE` | Batch scrape multiple URLs | Tool to scrape multiple URLs in batch with concurrent processing. Use when you need to scrape multiple web pages efficiently with customizable formats and content filtering. | | `FIRECRAWL_BATCH_SCRAPE_CANCEL` | Cancel a batch scrape job | Tool to cancel a running batch scrape job using its unique identifier. Use when you need to terminate an in-progress batch scrape operation. | | `FIRECRAWL_BATCH_SCRAPE_GET` | Get batch scrape status | Retrieves the current status and results of a batch scrape job using the job ID. Use this to check batch scrape progress and retrieve scraped data. | | `FIRECRAWL_BATCH_SCRAPE_GET_ERRORS` | Get errors from batch scrape job | Tool to retrieve error details from a batch scrape job, including failed URLs and URLs blocked by robots.txt. Use when you need to debug or understand why certain pages failed to scrape in a batch operation. | | `FIRECRAWL_CRAWL` | Start a web crawl | Initiates a Firecrawl web crawl from a given URL, applying various filtering and content extraction rules, and polls until the job is complete; ensure the URL is accessible and any regex patterns for paths are valid. | | `FIRECRAWL_CANCEL_A_CRAWL_JOB` | Cancel a crawl job | Cancels an active or queued web crawl job using its ID; attempting to cancel completed, failed, or previously canceled jobs will not change their state. | | `FIRECRAWL_CANCEL_A_CRAWL_JOB` | Cancel a crawl job | Tool to cancel a running crawl job by its ID. Use when you need to stop an active crawl operation. The API returns a status of 'cancelled' upon successful cancellation. | | `FIRECRAWL_CRAWL_GET` | Get crawl job status | Tool to retrieve the status and results of a Firecrawl crawl job. Use when you need to check the progress or get data from an ongoing or completed crawl operation. Returns crawl status, progress metrics, credits used, and the crawled page data. | | `FIRECRAWL_CRAWL_GET_ERRORS` | Get errors from a crawl job | Tool to retrieve errors from a Firecrawl crawl job. Use when you need to understand why certain pages failed to scrape or which URLs were blocked by robots.txt during a crawl operation. | | `FIRECRAWL_CRAWL_LIST_ACTIVE` | Get all active crawl jobs | Tool to retrieve all active crawl jobs for the authenticated team. Use when you need to see which crawl operations are currently running. | | `FIRECRAWL_CRAWL_PARAMS_PREVIEW` | Preview crawl parameters | Preview crawl parameters before starting a crawl by generating optimal configuration from natural language instructions. Use this tool to understand what crawl settings will be applied based on your requirements before executing a full crawl operation. The endpoint intelligently interprets natural language prompts to configure crawl parameters like include/exclude paths, depth limits, and domain scope. | | `FIRECRAWL_CRAWL_V2` | Start a web crawl (v2) [NEW] | [NEW v2 API] Initiates a Firecrawl v2 web crawl with enhanced features over v1: natural language prompts for automatic crawler configuration, crawlEntireDomain for sibling/parent page discovery, better depth control with maxDiscoveryDepth, subdomain support, and full webhook configuration. Polls until crawl is complete. | | `FIRECRAWL_CREDIT_USAGE_GET` | Get team credit usage | Tool to get current team credit usage information. Use when you need to check remaining credits or billing period details. | | `FIRECRAWL_CREDIT_USAGE_GET_HISTORICAL` | Get historical team credit usage | Tool to retrieve historical team credit usage on a monthly basis. Use when you need to analyze credit consumption patterns over time, optionally segmented by API key. | | `FIRECRAWL_EXTRACT` | Extract structured data | Extracts structured data from web pages by initiating an extraction job and polling for completion; requires a natural language `prompt` or a JSON `schema` (one must be provided). | | `FIRECRAWL_EXTRACT_GET` | Get extract job status | Tool to retrieve the status and results of a previously submitted extract job. Use when you need to check the progress or get the final results of an extraction operation. | | `FIRECRAWL_GET_AGENT_STATUS` | Get agent job status | Tool to get the status and results of an agent job. Use when you need to check if an agent job has completed and retrieve the collected data. Agent jobs autonomously search, navigate, and extract data from the web. | | `FIRECRAWL_GET_DEEP_RESEARCH_STATUS` | Get deep research status | Retrieves the status and results of a deep research job by its ID. Use when you need to check the progress or retrieve the final analysis of a deep research operation. | | `FIRECRAWL_GET_THE_STATUS_OF_A_CRAWL_JOB` | Get the status of a crawl job | Retrieves the current status, progress, and details of a web crawl job, using the job ID obtained when the crawl was initiated. | | `FIRECRAWL_LLMS_TXT_GENERATE` | Generate LLMs.txt for a website | Initiates an async job to generate an LLMs.txt file for a website, converting web content into LLM-friendly format. Returns a job ID to check status and retrieve results. Use when you need to create a standardized, machine-readable representation of website content for language models. | | `FIRECRAWL_LLMS_TXT_GET` | Get LLMs.txt generation job status | Tool to get the status and results of an LLMs.txt generation job. Use when you need to check if a job has completed and retrieve the generated content. | | `FIRECRAWL_MAP_MULTIPLE_URLS_BASED_ON_OPTIONS` | Map multiple URLs | Maps a website by discovering URLs from a starting base URL, with options to customize the crawl via search query, subdomain inclusion, sitemap handling, and result limits; search effectiveness is site-dependent. | | `FIRECRAWL_QUEUE_GET` | Get team queue status | Tool to retrieve metrics about the team's scrape queue. Use when you need to check queue status, job counts, or concurrency limits. | | `FIRECRAWL_SCRAPE` | Scrape URL | Scrapes a publicly accessible URL, optionally performing pre-scrape browser actions or extracting structured JSON using an LLM, to retrieve content in specified formats. | | `FIRECRAWL_SEARCH` | Search | Performs a web search for a query, scrapes content from the top search results using Firecrawl, and returns details in specified formats. | | `FIRECRAWL_START_AGENT` | Start an agent job | Tool to start an agent job for agentic web extraction with multi-page navigation and interaction capabilities. Use when you need to autonomously gather data from the web with complex navigation requirements. The agent can search, navigate, and extract information across multiple pages based on your natural language prompt. | | `FIRECRAWL_TOKEN_USAGE_GET` | Get team token usage | Tool to retrieve the current team's token usage and balance information for Firecrawl's Extract feature. Use when you need to check remaining token credits, plan allocation, or billing period details. | | `FIRECRAWL_TOKEN_USAGE_GET_HISTORICAL` | Get historical team token usage | Tool to retrieve historical team token usage on a monthly basis. Use when you need to analyze token consumption patterns over time, optionally segmented by API key. | ## Supported Triggers None listed. ## Troubleshooting ### 1. Why doesn't Muse show a button to add my API key? Muse shows the button only when you ask it to open the secure credentials store. - Start a new chat. - Send the message from step 1 exactly as written. - If Muse asks for the key in the chat, do not paste it. Ask Muse to open the secure credentials store. ### 2. Why does the Composio connection fail after I add my API key? The key or the connector settings are not correct. - Copy the full key from the Composio dashboard. It starts with ck_. - Make sure the URL is https://connect.composio.dev/mcp and the header is x-consumer-api-key. - Remove the Composio connector in Muse settings, then do steps 1 to 3 again. ### 3. Why doesn't Muse use the Composio tools for Firecrawl? Muse may not pick the Composio connector for the request. - Ask Muse to list its Composio tools. - Name Composio and Firecrawl in your request, for example: Use Composio to connect to Firecrawl. - If it still does not work, start a new chat and try again. ### 4. Why does Muse ask me to connect Firecrawl again? Your Firecrawl connection expired or was removed. - Open the link Muse gives you and sign in to Firecrawl again. - Check that the Firecrawl connection shows as ACTIVE in the Composio dashboard. ### 5. What do I do if I pasted my API key into the chat? Treat the key as exposed. - Create a new API key in the Composio dashboard and delete the old one. - Add the new key in Muse's secure credentials store, not in the chat. ## Creating MCP Server - Stand-alone vs Composio SDK Once connected, Muse can access the Firecrawl MCP server through Composio to run the actions you authorize, using plain language in the chat. ## Complete Code None listed. ## Conclusion ### Way Forward Now that Firecrawl is connected, extend your setup by connecting the other apps you already use every day, so Muse can run true cross-app workflows end to end. - Connect Calendar to turn threads into scheduled meetings automatically. - Connect Slack or Teams to post summaries, approvals, and alerts where your team works. - Connect Notion, Linear, Jira, or Asana to convert requests into tickets, tasks, and docs. - Connect Drive, Dropbox, or OneDrive to fetch, file, and share attachments without manual steps. Start with one workflow you do repeatedly, then keep adding apps as you find new handoffs. With everything behind a single connection, Muse can coordinate multiple tools safely and reliably in one conversation. ## How to build Firecrawl MCP Agent with another framework - [Claude Code](https://composio.dev/toolkits/firecrawl/framework/claude-code) - [Cursor](https://composio.dev/toolkits/firecrawl/framework/cursor) - [ChatGPT](https://composio.dev/toolkits/firecrawl/framework/chatgpt) - [Claude Cowork](https://composio.dev/toolkits/firecrawl/framework/claude-cowork) - [Antigravity](https://composio.dev/toolkits/firecrawl/framework/antigravity) - [OpenAI Agents SDK](https://composio.dev/toolkits/firecrawl/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/firecrawl/framework/claude-agents-sdk) - [Grok Bot](https://composio.dev/toolkits/firecrawl/framework/grok-bot) - [Codex](https://composio.dev/toolkits/firecrawl/framework/codex) - [Grok Build](https://composio.dev/toolkits/firecrawl/framework/grok-build) - [VS Code](https://composio.dev/toolkits/firecrawl/framework/vscode) - [OpenCode](https://composio.dev/toolkits/firecrawl/framework/opencode) - [OpenClaw](https://composio.dev/toolkits/firecrawl/framework/openclaw) - [Hermes](https://composio.dev/toolkits/firecrawl/framework/hermes-agent) - [Atomic Agent](https://composio.dev/toolkits/firecrawl/framework/atomic-agent) - [Pi](https://composio.dev/toolkits/firecrawl/framework/pi-agent) - [DeepSeek Harness](https://composio.dev/toolkits/firecrawl/framework/deepseek) - [Google ADK](https://composio.dev/toolkits/firecrawl/framework/google-adk) - [LangChain](https://composio.dev/toolkits/firecrawl/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/firecrawl/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/firecrawl/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/firecrawl/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/firecrawl/framework/crew-ai) - [Pydantic AI](https://composio.dev/toolkits/firecrawl/framework/pydantic-ai) - [AutoGen](https://composio.dev/toolkits/firecrawl/framework/autogen) ## Related Toolkits - [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. - [Akta](https://composio.dev/toolkits/akta) - Akta is a company intelligence platform providing enrichment, news, and alternative business signals. It helps teams build targeted company lists and enrich data-driven workflows. - [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. - [Amplitude MCP](https://composio.dev/toolkits/amplitude_mcp) - Amplitude MCP is Amplitude's product analytics service for tracking user behavior and product metrics. Use it to centralize product data and manage charts, dashboards, cohorts, experiments, and taxonomy. - [Baremetrics](https://composio.dev/toolkits/baremetrics) - Baremetrics is a subscription analytics platform for recurring-revenue businesses. It helps teams track MRR, churn, customers, and revenue trends in one place. - [Bing Webmaster Tools](https://composio.dev/toolkits/bing_webmaster_tools) - Bing Webmaster Tools is Microsoft's search console for site performance, crawling, indexing, URL submission, and verified site management. It helps site owners understand Bing Search visibility and fix issues that affect organic traffic. - [Bread & Butter](https://composio.dev/toolkits/bread_butter) - Bread & Butter is a lead-intelligence and identity platform for website visitor tracking, user profiles, attribution, authentication, and conversion workflows. It helps teams understand who is visiting, where leads come from, and how users convert. - [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. - [BSC Designer](https://composio.dev/toolkits/bsc_designer) - BSC Designer is a strategy execution platform for balanced scorecards, KPIs, dashboards, and strategy maps. It helps teams turn goals into measurable performance plans they can track over time. - [Chameleon](https://composio.dev/toolkits/chameleon) - Chameleon is a product adoption platform for building in-app experiences, managing customer data, and analyzing user engagement. It helps teams improve onboarding, feature discovery, and product adoption with targeted user experiences. - [ChartMogul](https://composio.dev/toolkits/chartmogul) - ChartMogul is a subscription analytics and revenue data platform. It helps teams monitor MRR, churn, customer segments, and billing metrics. - [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. ## Frequently Asked Questions ### Does Muse support MCP? Yes. Muse supports custom connectors that use the Model Context Protocol (MCP). Composio connects as one custom connector over remote streamable HTTP at https://connect.composio.dev/mcp, and gives Muse access to Firecrawl and 1,500+ other apps. ### Where do I get the API key for the Composio connector? Copy it from the Composio dashboard. It starts with ck_. Enter it only in Muse's secure credentials store, never in the chat. ### Can I connect more than one Firecrawl account to Muse? Yes. Composio supports multiple connected accounts for the same app. Give each Firecrawl connection a name, such as work or personal, and tell Muse which one to use. ### How safe is my Firecrawl data with Composio? Tokens, keys, and configuration are encrypted at rest and in transit. Your Composio API key stays in Muse's secure credentials store, not in the chat or the model context. Composio is SOC 2 Type 2 compliant. --- [See all toolkits](https://composio.dev/toolkits) · [Composio docs](https://docs.composio.dev/llms.txt)