MCP Check
Servers
All serversNewest firstOfficial, by companyMCP server for…

Categories

Search & web2,770Finance & payments1,915Productivity & notes1,474Files & documents1,324AI & media generation1,226Coding & design1,088Analytics & monitoring915Email & messaging814Business data794Cloud & infrastructure787Agent safety & governance737Databases & data692Browser automation548Security541Legal & government357Games & entertainment217Health & science214Marketing & sales185Other2,856
Scan or add
Scan a configAdd your serverGet a private server built

More

Claude skillsHow we check
Scan a config

crawlgraph-mcp

io.github.pucilpet/crawlgraph-mcp

Source code

About crawlgraph-mcp

crawlgraph-mcp is an MCP server published by the GitHub account pucilpet. Backlink lookups and competitor gap analysis on Common Crawl's open web graph (4.4B links).

It runs on your own machine: your AI client starts it from the MCP bundle package crawlgraph-mcp.mcpb, with no version pinned.

It asks for one secret: CRAWLGRAPH_API_KEY. Give it a key with the least access that still works.

Version 0.2.2 was published on 3 July 2026, and the source code is public, so you can read it before installing.

Written from the registry entry. 8 automated checks on the registry entry and the package code: 5 pass, 1 warn, 0 fail, 2 info. How we check.

What it asks for

VariableRequiredSecretDescription
CRAWLGRAPH_API_KEYYesYesCrawlGraph API key (cg_live_...) from https://crawlgraph.com/account

Checks

CheckResultDetail
Source repository linkedPasshttps://github.com/pucilpet/crawlgraph-mcp
Version pinnedWarnNot pinned: https://github.com/pucilpet/crawlgraph-mcp/releases/download/v0.2.2/crawlgraph-mcp.mcpb
Secrets requestedInfoAsks for 1 secret: CRAWLGRAPH_API_KEY
Known package registryPassAll packages come from npm, PyPI, OCI, NuGet or MCPB
Namespace ownershipInfoName verified via GitHub account pucilpet
Registry text aimed at the AIPassDescription and settings contain no hidden characters or instructions to the AI
Code red flagsPassRead 2230 files in the bundle: no obfuscation, encoded execution, credential reads or data-collection endpoints found
Text aimed at the AIPassNo hidden characters or instructions to the AI in 2230 files, including comments and the README

Popularity & health: 50 / 100

Worked out from public numbers and our own checks, not from user reviews or ratings. It says how used and how looked-after a server is, not whether it is safe.

Popularity8 / 40

7 GitHub stars, no download count, no Hacker News posts found. Best two of the three, each on a log scale.

Activity18 / 25

Last push 2026-10-03, last release 2026-07-03, 3 commits in 90 days.

Issue health8 / 15

0 closed of 0 issues, too few to judge. No data, so half marks.

Our checks16 / 20

1 warning, each costing a fifth.

1 forks, 0 merged pull requests. Sources: GitHub, npm, PyPI (pypistats.org) and Hacker News (Algolia), fetched 2026-10-31.

What people say

No Hacker News threads link to its source code.

Look further: search Reddit, search Hacker News, read its GitHub issues. These are not reviews we checked.

Facts

Registry nameio.github.pucilpet/crawlgraph-mcp
PublisherGitHub account pucilpet
How the name is verifiedName verified via GitHub account pucilpet. The registry ties the name prefix to that account or domain; it does not check the code.
TypeLocal: runs on your machine from a package
Packagesmcpb https://github.com/pucilpet/crawlgraph-mcp/releases/download/v0.2.2/crawlgraph-mcp.mcpb no version given (stdio)
Version0.2.2
Published
Last updated
Source repositoryhttps://github.com/pucilpet/crawlgraph-mcp
Websitehttps://crawlgraph.com
CategoryBrowser automation (assigned by keyword rule, not by hand)

Related servers in Browser automation