--- title: "prompts.chat vs firecrawl-mcp-server" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/f-prompts-chat-vs-firecrawl-firecrawl-mcp-server" tools: ["f-prompts-chat", "firecrawl-firecrawl-mcp-server"] --- # prompts.chat vs firecrawl-mcp-server *GraphCanon updated Jul 11, 2026* ## Verdict Pick prompts.chat when prompts.chat is primarily HTML; firecrawl-mcp-server is JavaScript; pick firecrawl-mcp-server when firecrawl-mcp-server is primarily JavaScript; prompts.chat is HTML. [prompts.chat](https://prompts.chat) reports 165k GitHub stars, 21k forks, and 60 open issues, last pushed Jul 11, 2026. [firecrawl-mcp-server](https://firecrawl.dev) has 6.9k stars, 801 forks, and 129 open issues, last pushed Jul 10, 2026. Figures are from public GitHub metadata via [prompts.chat's repository](https://github.com/f/prompts.chat) and [firecrawl-mcp-server's repository](https://github.com/firecrawl/firecrawl-mcp-server). | | [prompts.chat](/tools/f-prompts-chat.md) | [firecrawl-mcp-server](/tools/firecrawl-firecrawl-mcp-server.md) | | --- | --- | --- | | Tagline | Share, discover, and collect prompts from the community | 🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients. | | Stars | 165,372 | 6,908 | | Forks | 21,400 | 801 | | Open issues | 60 | 129 | | Language | HTML | JavaScript | | Adopt for | Critical decision points for evaluating `prompts.chat` | - | | Persona | - | - | | Runtime | - | - | | License | Other | MIT | | Categories | LLM Frameworks, Developer Tools | LLM Frameworks, Data & Retrieval, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [prompts.chat](/tools/f-prompts-chat.md) | [firecrawl-mcp-server](/tools/firecrawl-firecrawl-mcp-server.md) | | --- | --- | --- | | Open issues (now) | 60 | 129 | | Owner type | User | Organization | | Security scan | No lockfile | No MCP manifest | | Full report | [trust report](/tools/f-prompts-chat/trust.md) | [trust report](/tools/firecrawl-firecrawl-mcp-server/trust.md) | ## Decision facts: prompts.chat - **Adopt for:** Critical decision points for evaluating `prompts.chat` ## Choose when ### Choose prompts.chat if… - prompts.chat is primarily HTML; firecrawl-mcp-server is JavaScript. - License: prompts.chat is Other, firecrawl-mcp-server is MIT. - Tags unique to prompts.chat: llm, ai, artificial-intelligence, gemini. - Critical decision points for evaluating `prompts.chat` ### Choose firecrawl-mcp-server if… - firecrawl-mcp-server is primarily JavaScript; prompts.chat is HTML. - License: firecrawl-mcp-server is MIT, prompts.chat is Other. - Tags unique to firecrawl-mcp-server: content-extraction, data-collection, batch-processing, firecrawl. - Also covers Data & Retrieval. ## When NOT to use prompts.chat - LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. - Developer Tools: A gateway is overkill when you're pinned to a single provider and model. ## When NOT to use firecrawl-mcp-server - LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. - Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough. - Developer Tools: A gateway is overkill when you're pinned to a single provider and model. ## Common questions ### What is the difference between prompts.chat and firecrawl-mcp-server? prompts.chat: Share, discover, and collect prompts from the community. firecrawl-mcp-server: 🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.. See the comparison table for live GitHub stats and shared categories. ### When should I choose prompts.chat over firecrawl-mcp-server? Choose prompts.chat over firecrawl-mcp-server when prompts.chat is primarily HTML; firecrawl-mcp-server is JavaScript; License: prompts.chat is Other, firecrawl-mcp-server is MIT; Tags unique to prompts.chat: llm, ai, artificial-intelligence, gemini; Critical decision points for evaluating `prompts.chat`. ### When should I choose firecrawl-mcp-server over prompts.chat? Choose firecrawl-mcp-server over prompts.chat when firecrawl-mcp-server is primarily JavaScript; prompts.chat is HTML; License: firecrawl-mcp-server is MIT, prompts.chat is Other; Tags unique to firecrawl-mcp-server: content-extraction, data-collection, batch-processing, firecrawl; Also covers Data & Retrieval. ### When should I avoid prompts.chat? LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Developer Tools: A gateway is overkill when you're pinned to a single provider and model. ### When should I avoid firecrawl-mcp-server? LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough. Developer Tools: A gateway is overkill when you're pinned to a single provider and model. ### Is prompts.chat or firecrawl-mcp-server more popular on GitHub? prompts.chat has more GitHub stars (165,372 vs 6,908). Stars measure visibility, not whether either tool fits your constraints. ### Are prompts.chat and firecrawl-mcp-server open source? Yes - both are open-source projects on GitHub (prompts.chat: Other, firecrawl-mcp-server: MIT). ### Where can I find alternatives to prompts.chat or firecrawl-mcp-server? GraphCanon lists graph-backed alternatives at [prompts.chat alternatives](/tools/f-prompts-chat/alternatives) and [firecrawl-mcp-server alternatives](/tools/firecrawl-firecrawl-mcp-server/alternatives) ([prompts.chat markdown twin](/tools/f-prompts-chat/alternatives.md), [firecrawl-mcp-server markdown twin](/tools/firecrawl-firecrawl-mcp-server/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/f-prompts-chat-vs-firecrawl-firecrawl-mcp-server.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, prompts.chat or firecrawl-mcp-server? prompts.chat: Very active. firecrawl-mcp-server: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for prompts.chat and firecrawl-mcp-server? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [prompts.chat trust report](/tools/f-prompts-chat/trust); [firecrawl-mcp-server trust report](/tools/firecrawl-firecrawl-mcp-server/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=f-prompts-chat`](/api/graphcanon/graph?tool=f-prompts-chat) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_