Firecrawl MCP vs Jina MCP: crawl platform or page reader

Both servers show up when a model needs "the web" as a tool. They are not the same kind of server. Firecrawl MCP is the front end of a crawl platform: scrape, map, crawl, search, monitors, an agent. Jina MCP is closer to a page reader with search and reranking tools beside it. The rows below come from each project's own README and pricing pages, checked on 2026-11-10.

Tool surface

Firecrawl MCP is large. Its README states that the full profile lists 29 tools with default settings. Its tool sections name 30, including firecrawl_scrape, firecrawl_map, firecrawl_crawl, firecrawl_agent, firecrawl_interact, eight firecrawl_monitor_* tools, four research tools and firecrawl_credit_usage. The count moves between releases, so a number from a directory page is likely stale.

Jina MCP lists 12 tools. One reads (read_url), one takes screenshots, five search (web, arXiv, SSRN, images, Jina's blog), two rerank or deduplicate, and three are utilities, among them a PDF extractor and a publish-date guesser. Version 1.10.0 removed ten older tools, including the parallel variants.

For reading one page, both servers carry many tools the job does not need. The tool count post covers what that costs once a client defers tools.

Trimming the list

The two servers trim in different places.

• Jina MCP: query parameters on the endpoint URL. include_tools, exclude_tools, include_tags and exclude_tags, with tags search, read, utility and rerank. Filtering runs on the server, so excluded tools are never registered. Example: https://mcp.jina.ai/v1?include_tags=read.
• Firecrawl MCP: fixed endpoint choices and environment variables. The keyless endpoint https://mcp.firecrawl.dev/v2/mcp exposes only 3 tools (firecrawl_scrape, firecrawl_search, firecrawl_parse). A search endpoint, /v2/mcp-search, exposes a fixed set of 11. Env vars remove the feedback tools. A toolFilter option exists for programmatic use only.

Jina's filter is per tool and per URL. Firecrawl's is per endpoint. A reader-only setup is one URL parameter on Jina and the keyless endpoint on Firecrawl, where crawl, map and agent still need a key.

Output size

Jina's max_tokens parameter caps read_url output; max_tokens=0 turns truncation off. By default the server truncates to stay under the 25k-token tool-response limit its README attributes to Claude Code, Claude Desktop and Cursor, and appends a [jina-mcp] ... note when it cuts. The Firecrawl MCP README, read on the same date, documents no comparable per-call token cap parameter.

Billing unit

Sources: Firecrawl pricing FAQ; Jina Reader page. Current plans are on each provider's pricing page.

The difference matters for long pages. A credit per page is flat. A token bill grows with the page.

Error and blocked pages

This is the row where the two differ most, and neither behavior is a bug.

• Firecrawl: its billing FAQ says a page that responds with an error status such as 403 or 404 is still returned and costs 1 credit. A scrape that returns no result is not charged. Tool errors come back as content with "isError": true.
• Jina: its README says a blocked page can come back from read_url as its login wall. The README's example returned 315 bytes of login text with no error. The response does not flag the failure.

In both cases the model can receive a page that is not the page it wanted. Jina's Reader page says tokens are not deducted for failed requests; whether a login wall counts as failed is not documented as of 2026-11-10.

Hosting and license

Firecrawl MCP is MIT-licensed and can point at a self-hosted Firecrawl through FIRECRAWL_API_URL. The hosted endpoint takes the key as a bearer header; the README says never to put it in the URL, and offers an OAuth endpoint. Jina MCP is Apache-2.0, runs at https://mcp.jina.ai/v1 over Streamable HTTP, and takes an optional bearer key. Client setup for either belongs to fetchmcp.net.

Where a content API sits

Teneo Labs makes Live Web Data API, which belongs in the content-API row of this comparison. It returns one public page as clean Markdown, text or HTML through REST or a remote MCP server (Streamable HTTP, bearer key). The MCP server registers 2 tools. Failed fetches cost 0 credits. Its MCP server does not render JavaScript, and it does not crawl sites, run searches or extract structured fields. For those jobs, Firecrawl or Jina is the closer fit. The MCP docs list both tools.

Which one fits

• Crawl a site, map URLs, monitor pages, run an agent: Firecrawl MCP.
• Read pages and PDFs, search papers, rerank results, with a short filtered tool list: Jina MCP.
• Read one known public page per call with the fewest tools: a content API.

All rows for more servers are in the Firecrawl MCP alternatives guide.