Firecrawl MCP Server vs Wigolo
Two MCP servers from our web scraping ranking, compared on live data - updated nightly, never sponsored.
Bottom line · 2026-08-25
Firecrawl MCP Server records significantly more monthly package installs (512,194 vs 6,345); both are actively maintained, with commits inside the last month.
How they differ in kind
Firecrawl MCP Server focuses on: A Model Context Protocol (MCP) server that brings Firecrawl to MCP-compatible AI agents - search, scrape, and interact with the live web for clean, agent-ready context. Wigolo focuses on: Local-first web intelligence for AI agents - no keys, no cloud, no metered bill. Environment-variable extraction: Firecrawl MCP Server yielded 2 variables; Wigolo yielded 7 variables. Implementation languages differ (JavaScript vs TypeScript).
What each one does
Firecrawl MCP Server
A Model Context Protocol (MCP) server that brings Firecrawl to MCP-compatible AI agents - search, scrape, and interact with the live web for clean, agent-ready context. Its 12 documented tools cover firecrawl, monitor, research, papers. It runs locally over stdio via the published package.
From the project's README.
Wigolo
Local-first web intelligence for AI agents - no keys, no cloud, no metered bill.
From the project's README.
14 signals, side by side
| Signal | Firecrawl MCP Server | Wigolo |
|---|---|---|
| Monthly installs | 512,194 | 6,345 |
| GitHub stars | 7,310 | 4,647 |
| Last commit | 2026-08-25 | 2026-08-24 |
| Releases · last 90 days | 0 | 10+ |
| In the registry since | Oct 2025 | Jul 2026 |
| Registry versions | 21 | 3 |
| Documented tools | 12 | not extracted - see README |
| Env vars extracted | 2 | 7 |
| Runs | local (stdio) | local (stdio) |
| Endpoint auth | local only | local only |
| Maintenance | actively maintained | actively maintained |
| License | MIT | NOASSERTION |
| Language | JavaScript | TypeScript |
| Category rank | #1 of 78 | #3 of 78 |
What their tools cover
Extracted from each project's README - the tools each server hands your agent. A missing list means the README doesn't document one, not that no tools exist.
Firecrawl MCP Server 12 tools documented
firecrawl_research_search_papers- search paper metadata and abstracts with a natural-language query…firecrawl_research_inspect_paper- retrieve canonical metadata for one paper ID (arXiv, PMC, PMID, or…firecrawl_research_related_papers- expand from one or more anchor papers through the citation graph.firecrawl_research_read_paper- read full-text passages from a specific paper.firecrawl_research_search_github- search indexed public GitHub issue, pull-request, and README content.firecrawl_monitor_list- list monitors.firecrawl_monitor_get- get one monitor.firecrawl_monitor_update- update fields including goal, judgeEnabled, webhook, and notification.
+4 more on the full page
Wigolo no tool list in README
Environment variables found in the READMEs
These are extracted names, not a requiredness check. Project docs may mark them optional or require other setup.
Firecrawl MCP Server
- FIRECRAWL_API_KEY
- FIRECRAWL_API_URL
Wigolo
- WIGOLO_LLM_PROVIDER
- GEMINI_API_KEY
- WIGOLO_SEARCH
- WIGOLO_GITHUB_TOKEN
- WIGOLO_TLS_TIER
- WIGOLO_EAGER_WARMUP
- WIGOLO_API_TOKEN
In the wild
Public posts about Firecrawl MCP Server or Wigolo. Linked sources - not MCPhq reviews or ratings.
-
@firecrawl · · Official scrape tools in Cursor/Claude · Firecrawl MCP Server
“Introducing the Official Firecrawl MCP Server - Give web scraping abilities to Cursor, Claude Desktop and more.”
-
@firecrawl · · PDF/spreadsheet parse for agents · Firecrawl MCP Server
“We're launching 5x faster document parsing in the Firecrawl MCP. Use /parse to turn PDFs, spreadsheets, and docs into LLM-ready data for your agents.”
-
@_avichawla · · Scrape inside Cursor/Claude · Firecrawl MCP Server
“Firecrawl MCP server - This adds powerful web scraping capabilities to Cursor, Claude, and any other LLM clients using @firecrawl.”
Which one, for what
Derived from the signals above, not hands-on testing.
Pick Firecrawl MCP Server if…
- → you want the more widely installed option - 512,194 monthly installs vs 6,345
- → clear licensing matters - MIT vs undeclared
Pick Wigolo if…
- → release velocity matters - 10+ releases in 90 days vs 0
- → you prefer a TypeScript codebase to extend or audit
Who's behind them
Firecrawl MCP Server - firecrawl: 1 MCP server tracked, 1 maintained, 7,310 combined stars.
Wigolo - knockoutez: 1 MCP server tracked, 1 maintained, 4,647 combined stars.
Not sold on either?
The next-ranked web scraping servers we track:
Quick answers
Is Firecrawl MCP Server better than Wigolo?
Package installs favor Firecrawl MCP Server: 512,194 monthly installs to 6,345. Wigolo still ranks #3 of 78 maintained web scraping servers. Data as of 2026-08-25; we haven't hands-on tested either.
Can I use Firecrawl MCP Server and Wigolo together?
Yes - MCP clients accept multiple servers in one config, so you can enable both web scraping servers side by side. If their tools overlap, keep the one whose toolset fits to keep your agent's tool list lean.
What environment variables do their READMEs document?
Firecrawl MCP Server: 2 environment variables extracted from the README setup; Wigolo: 7 environment variables extracted from the README setup. Extraction does not rule out other authentication or configuration steps; check each project's current documentation.
Keep exploring: best web scraping servers · JavaScript servers · TypeScript servers · all comparisons · every server
Methodology: package-usage signal = npm/PyPI installs (last month, platform APIs) · maintenance = commit recency + release cadence (GitHub) · tool lists and environment-variable names extracted from each project's README · endpoint auth from our own nightly probes. We haven't hand-tested these servers; everything here is data as of 2026-08-25.