# Parsera MCP - Tools, Setup and Examples | FlyMy.AI > Parsera MCP for Claude, Cursor and Codex. Web research, with 2 actions. Your API key. See setup, examples and pricing. Page: https://flymy.ai/mcp/parsera/ MCP / Web research # Parsera MCP: web research Parsera is a lightweight Python library for scraping websites using large language models (LLMs). Connect it to Claude, Codex, Cursor or any MCP client through one FlyMy.AI MCP. [Connect Parsera](https://flymy.ai/mcp/parsera/#connect) [What it can do](https://flymy.ai/mcp/parsera/#actions) Your own API key, 2 actions, Web research $ YOUR NEXT RUN Claude Code, Codex, Cursor, Any agent ## Use Parsera MCP in your assistant Paste this prompt into Claude Code, Codex, Cursor or any agent. It reads the guide and helps you connect. ``` Read https://flymy.ai/skill.md and https://flymy.ai/mcp/parsera.md. Help me connect Parsera MCP to this assistant. Then help me run this task: Use Parsera to extract markdown. Ask me for the required inputs first and show the result. ``` [Open FlyMy.AI](https://app.flymy.ai/new-agent) [Download brief](https://flymy.ai/mcp/parsera.md) ## What Parsera MCP can do 2 actions in the FlyMy.AI catalog, the most used first. Your agent finds them through search_tools and calls the one the task needs. | Action | What it does | |---|---| | [#](https://flymy.ai/mcp/parsera/#method-PARSERA_EXTRACT_MARKDOWN) `PARSERA_EXTRACT_MARKDOWN` | Extract markdown content from a file or url. | | [#](https://flymy.ai/mcp/parsera/#method-PARSERA_PARSE_CONTENT) `PARSERA_PARSE_CONTENT` | Parse and extract structured data from provided html or text. | ## Ask your agent Requests to paste as they are. Each one runs on the actions named under it. **“Use Parsera to extract markdown. Ask me for the required inputs first and show the result.”** uses `PARSERA_EXTRACT_MARKDOWN` **“Use Parsera to parse content. Ask me for the required inputs first and show the result.”** uses `PARSERA_PARSE_CONTENT` **“Summarize the returned result when I use Parsera to extract markdown.”** uses `PARSERA_EXTRACT_MARKDOWN` ## Connect Parsera in a minute One MCP for every integration. Add it once, then every MCP in the catalog is a request away. 1. 01 ### Add FlyMy.AI Add the FlyMy.AI MCP to your assistant with one of the commands below and sign in. No key to copy. 2. 02 ### Add your Parsera API Key Paste it into the Parsera [connection settings](https://app.flymy.ai/mcp-configs#parsera) once; it stays with FlyMy.AI, never in a prompt or a chat. - **Parsera API Key** - Your Parsera API key, obtainable from the 'API' tab on the Parsera web page. [Get API key →](https://parsera.org/docs) 3. 03 ### Ask Paste a request from this page. Every run shows what it cost. Claude Code ``` claude mcp add --transport http flymyai https://mcp-agents.flymy.ai/mcp ``` Then run /mcp in Claude Code and sign in. Codex ``` codex mcp add flymy --url https://mcp-agents.flymy.ai/mcp ``` Then run codex mcp login flymy to sign in. claude.ai and Claude Desktop ``` https://mcp-agents.flymy.ai/mcp ``` Settings, Connectors, Add custom connector: paste this URL. ## Pay per run FlyMy.AI bills the run: the model and the tool's seconds. Calls go to your own Parsera account, under its plan and limits. No seats and no minimum. [See usage pricing →](https://flymy.ai/pricing/) ## More Web research MCPs Search the web, read pages, run a real browser and pull structured data. ### Tavily Real-time web search & extraction 6 actions / no key Link: https://flymy.ai/mcp/tavily/ ### Browser Use Browser Use Cloud - run real browser tasks on browser-use.com 14 actions / no key Link: https://flymy.ai/mcp/browser-use/ ### Akta Private-company data & news signals - enrichment, headcount, reviews, jobs, traffic 14 actions / no key Link: https://flymy.ai/mcp/akta/ ### Hacker News Hacker News is a tech-focused news aggregator by Y Combinator, featuring user-submitted stories and discussions on startups, programming, and emerging trends 6 actions / no key Link: https://flymy.ai/mcp/hackernews/ ### Firecrawl Firecrawl web scraping to clean agent-ready data: scrape a page to markdown or JSON, crawl a site, map its urls, search the web 13 actions / no key Link: https://flymy.ai/mcp/firecrawl/ ### Agentql AgentQL is a suite of tools designed to connect AI agents to the web, enabling web interaction and structured data extraction through a specialized query... 3 actions / your API key Link: https://flymy.ai/mcp/agentql/ ## Go to the source [Parsera in the docs →](https://docs.flymy.ai/mcp/apps/parsera), [Parsera connection settings →](https://app.flymy.ai/mcp-configs#parsera), [Parsera website →](https://parsera.org/), [Every MCP in the catalog →](https://flymy.ai/mcp/#catalog), [Usage pricing →](https://flymy.ai/pricing/) From the FlyMy.AI platform catalog of 2026-11-03: name, description, actions and setup as the platform lists them. Examples are requests to paste, not recorded runs. --- For agents: the FlyMyAI operating guide (sign up, connect, run models, tools and agents) is https://flymy.ai/skill.md, and https://flymy.ai/llms.txt lists the other pages and the documentation.