crawlgraph-mcp
Rank #29,079io.github.pucilpet/crawlgraph-mcp
Backlink lookups and competitor gap analysis on Common Crawl's open web graph (4.4B links).
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.
What crawlgraph-mcp can and cannot do
Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.
What you need before using crawlgraph-mcp
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.
- CRAWLGRAPH_API_KEY · required
Hosted endpoint declared as public.
Connect crawlgraph-mcp and confirm it works
claude mcp add --transport http crawlgraph-mcp https://crawlgraph.com/mcpPublished 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.
[mcp_servers.crawlgraph-mcp]
url = "https://crawlgraph.com/mcp"Add to ~/.codex/config.toml.
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.
https://crawlgraph.com/mcpSettings → Connectors → “Add custom connector”, then paste this URL.
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.
{
"mcpServers": {
"crawlgraph-mcp": {
"url": "https://crawlgraph.com/mcp"
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project).
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.
{
"servers": {
"crawlgraph-mcp": {
"type": "http",
"url": "https://crawlgraph.com/mcp"
}
}
}Save as .vscode/mcp.json in your workspace.
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.
{
"mcpServers": {
"crawlgraph-mcp": {
"serverUrl": "https://crawlgraph.com/mcp"
}
}
}Add to ~/.codeium/windsurf/mcp_config.json.
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.
{
"mcpServers": {
"crawlgraph-mcp": {
"url": "https://crawlgraph.com/mcp"
}
}
}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.
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.
When to choose another server
No task-specific alternatives are catalogued for crawlgraph-mcpyet; the list above is its publisher's other servers.
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
- Glama ↗listed since Jun 3, 2026 · still listed
- Official MCP ↗listed since Jul 3, 2026 · still listed
- PulseMCP ↗listed since Jul 7, 2026 · still listed
- mcp.so ↗listed since Oct 17, 2026 · still listed
Do you maintain crawlgraph-mcp? to correct or enrich this profile.
Available versions (1)
| Version | Published |
|---|---|
| 0.2.2 | Jul 3, 2026 |
Ranks ahead of 142,047 of 171,126 servers on MCP Toplist.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/io.github.pucilpet%2Fcrawlgraph-mcp)<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.
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.
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.