Firecrawl MCP Server vs io.github.paperandbeyond23-gif/edgrapi-skills
Firecrawl MCP Server is an MCP server published by firecrawl. Marketplaces we read that list it: 3 (Official MCP Registry, Docker MCP Catalog, Community GitHub marketplaces). io.github.paperandbeyond23-gif/edgrapi-skills is an MCP server published by paperandbeyond23-gif. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-11-14. This pair was picked by a reader, not by our comparison rule, so search engines are asked not to index the page.
Where each is published
| Marketplace |  Firecrawl MCP Server |  io.github.paperandbeyond23-gif/edgrapi-skills |
|---|---|---|
| Official MCP Registry | Listed Version: 3.40.0 Downloads/month (npm): 517 013 Downloads/week (npm): 158 613 Forks (GitHub): 932 Stars (GitHub): 7 819 Not marked · First seen |
Listed Version: 1.3.1 Forks (GitHub): 0 Stars (GitHub): 1 Not marked · First seen |
| Docker MCP Catalog | Listed Version: sha256:3b22a74af198 Forks (GitHub): 932 Pulls (Docker Hub): 151 612 Stars (Docker Hub): 20 Stars (GitHub): 7 819 Not marked · First seen |
Not listed |
Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.
The facts side by side
| Fact | Firecrawl MCP Server | io.github.paperandbeyond23-gif/edgrapi-skills |
|---|---|---|
| Marketplaces that list it (differs) | 3 (better) | 1 (worse) |
| Stars (GitHub) (differs) | 7 819 (better) | 1 (worse) |
| Pulls (Docker Hub) (differs) | 151 612 | No figure on Docker Hub |
| Forks (GitHub) (differs) | 932 (better) | 0 (worse) |
| Last release (differs) | 2026-11-12 (better) | 2026-10-16 (worse) |
| Where it runs (differs) | Remote server or your machine | Remote server (api.edgrapi.com/mcp) |
| Transport (differs) | Streamable HTTP, stdio | Streamable HTTP |
| Tools it declares (differs) | 28 | Not published |
| Environment variables it asks for (differs) | 2, secrets among them: 1 | 1, secrets among them: 1 |
| Parts of the bundle (differs) | 18 | Not a bundle |
| Licence (differs) | MIT | Not stated |
| Repository (differs) | github.com/firecrawl/firecrawl-mcp-server | github.com/paperandbeyond23-gif/edgrapi-skills |
| Changes in the last 7 days (differs) | 2 | 0 |
| First seen | 2026-10-11 | 2026-10-11 |
| Endpoint at the last check | Responded 23 h ago | Responded 23 h ago |
Lines where the two differ have a tinted background and bold values. Where the data itself says which value is better (more marketplaces, a larger figure of the same marketplace, a fresher release, a verified mark on a marketplace that lists both), the better one is also marked green with ▲ and the worse one red with ▼. Where it runs, the transport, the tools, the settings, hooks, the bundle's parts, the licence and the week's changes are marked only as different: more or fewer is not better in itself.
What each says it does
Firecrawl MCP Server
Firecrawl, the context API for AI agents: search, scrape, interact with the web, plus paper search.
io.github.paperandbeyond23-gif/edgrapi-skills
US government + SEC data as clean JSON: SAM.gov, USAspending, Grants.gov, Congress, SEC filings.
How to run each
Firecrawl MCP Server As a remote MCP server
claude mcp add --transport http firecrawl-mcp-server https://mcp.firecrawl.dev/v2/mcp --header "Authorization: Bearer <YOUR_TOKEN>"Requires: FIRECRAWL_API_KEY (secret), Authorization header
io.github.paperandbeyond23-gif/edgrapi-skills As a remote MCP server
claude mcp add --transport http edgrapi-skills https://api.edgrapi.com/mcpRequires: EDGRAPI_API_KEY (secret)
Commands built only from what the marketplaces declare; the full set for every client is on each card.
Both endpoints responded at the last daily check. How we check endpoints
Tools each declares
Only Firecrawl MCP Server has
firecrawl_agentfirecrawl_agent_statusfirecrawl_check_crawl_statusfirecrawl_crawlfirecrawl_credit_usagefirecrawl_developer_searchfirecrawl_feedbackfirecrawl_find_toolsfirecrawl_gov_searchfirecrawl_interactfirecrawl_interact_stopfirecrawl_map
Show the remaining 16
firecrawl_monitor_checkfirecrawl_monitor_checksfirecrawl_monitor_createfirecrawl_monitor_deletefirecrawl_monitor_getfirecrawl_monitor_listfirecrawl_monitor_runfirecrawl_monitor_updatefirecrawl_parsefirecrawl_research_inspect_paperfirecrawl_research_read_paperfirecrawl_research_related_papersfirecrawl_research_search_papersfirecrawl_scrapefirecrawl_searchfirecrawl_search_feedback
Only io.github.paperandbeyond23-gif/edgrapi-skills has
get_activistget_awardsget_companyget_congressget_eventsget_filingsget_form_dget_fundamentalsget_grantsget_holdingsget_insiderget_opportunities
Show the remaining 7
get_ratiosget_sectionsget_sharesget_subsidiariesget_xbrlresolve_entitysearch_filings
Both have
None
Tool names as the marketplaces declare them and as Ext Ops observed them on the endpoints (io.github.paperandbeyond23-gif/edgrapi-skills as of 2026-10-19). More tools is not better in itself: compare what each needs for the job.
Settings each asks for
Only Firecrawl MCP Server asks for
FIRECRAWL_API_KEY (secret)FIRECRAWL_API_URL
Only io.github.paperandbeyond23-gif/edgrapi-skills asks for
EDGRAPI_API_KEY (secret)
Settings as each marketplace publishes them. Asking for fewer is not better in itself.
What it can do: Firecrawl MCP Server · What it can do: io.github.paperandbeyond23-gif/edgrapi-skills · Compare two other plugins
Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. Data comes from public marketplace files in GitHub repositories of their authors. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.