SERVER

crawlgraph-mcp

Rank #29,079

io.github.pucilpet/crawlgraph-mcp

Backlink lookups and competitor gap analysis on Common Crawl's open web graph (4.4B links).

1 version
8 GitHub stars
by pucilpet (3 servers)View repository ↗
First listed
Jun 2, 2026
Last publish date
Jul 3, 2026
PURPOSE

What you can do with crawlgraph-mcp

crawlgraph-mcp is a Model Context Protocol (MCP) server published by pucilpet. It ranks #29,079 of 171,126 active servers on MCP Toplist, and its repository has 8 GitHub stars. crawlgraph-mcp is listed across 4 registries — Official MCP, Glama, PulseMCP and mcp.so, with 1 tracked version. It was first listed on Jun 2, 2026 and most recently updated on Jul 3, 2026.

Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.

CAPABILITIES AND LIMITATIONS

What crawlgraph-mcp can and cannot do

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

REQUIREMENTS

What you need before using crawlgraph-mcp

DeclaredNo credentialsNo credentials declared

The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.

MCP Toplist probed the public endpoint on Oct 28, 2026 and could not complete the MCP handshake (jsonrpc error). Requirements remain unverified.

Declared by PulseMCP, last synced Aug 31, 2026. Not independently verified by MCP Toplist.

Declared in the registry install config
  • CRAWLGRAPH_API_KEY · required

Hosted endpoint declared as public.

INSTALLATION AND FIRST TASK

Connect crawlgraph-mcp and confirm it works

Remote · HTTP
claude mcp add --transport http crawlgraph-mcp https://crawlgraph.com/mcp
MCP bundle

Published as mcp bundle `https://github.com/pucilpet/crawlgraph-mcp/releases/download/v0.2.2/crawlgraph-mcp.mcpb` — install it through your client’s extension manager.

First successful task

After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.

ALTERNATIVES

When to choose another server

Other servers by pucilpet
View all pucilpet servers →

No task-specific alternatives are catalogued for crawlgraph-mcpyet; the list above is its publisher's other servers.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed
Jun 2, 2026
Latest version published
Jul 3, 2026
Version history
1 version tracked (below)
Requirements evidence
MCP Toplist probed the public endpoint on Oct 28, 2026 and could not complete the MCP handshake (jsonrpc error). Requirements remain unverified.
Profile checked
Not yet — purpose, capabilities and requirements above come from registry data only
Ranking data as of
Nov 7, 2026
Registry sightings

Do you maintain crawlgraph-mcp? to correct or enrich this profile.

VERSIONS

Available versions (1)

VersionPublished
0.2.2Jul 3, 2026
STANDING
#29,079of 171,126 active serversTop 25%

Ranks ahead of 142,047 of 171,126 servers on MCP Toplist.

BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

MCP Toplist: Top 25% of 171,126
Markdown
[![MCP Toplist](https://mcptoplist.com/badge/io.github.pucilpet%2Fcrawlgraph-mcp.svg)](https://mcptoplist.com/server/io.github.pucilpet%2Fcrawlgraph-mcp)
HTML
<a href="https://mcptoplist.com/server/io.github.pucilpet%2Fcrawlgraph-mcp"><img src="https://mcptoplist.com/badge/io.github.pucilpet%2Fcrawlgraph-mcp.svg" alt="MCP Toplist: Top 25% of 171,126" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

FAQ

Frequently asked questions

Who maintains crawlgraph-mcp?
crawlgraph-mcp is maintained by pucilpet, which publishes 3 MCP servers (5 total versions) tracked on MCP Toplist.
Is crawlgraph-mcp listed on the Official MCP Registry?
Yes — crawlgraph-mcp is listed on the Official MCP Registry, alongside Glama, PulseMCP and mcp.so.
How many versions does crawlgraph-mcp have?
MCP Toplist tracks 1 version of crawlgraph-mcp, most recently published on Jul 3, 2026.
Where can I find the source code for crawlgraph-mcp?
The source code for crawlgraph-mcp is hosted at github.com/pucilpet/crawlgraph-mcp.
Used in projects

Do you run this server?

Community projects list the MCP servers behind real agents and apps. Publish yours and this page will link to it.

EXPLORE