MCP.Market

Vgraph MCP server

online · 100% uptime
by vithanco.com·com.vithanco/vgraph-mcp·v1.0.9
No reviews yet

Concept Maps, IBIS, Causal Loop Diagrams and Timelines as images. Runs locally via WebAssembly.

B78/100grade B
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Safety scan
B78/100

full report

Adoption
New

66 downloads/wk

Reviews

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If you have run it, two minutes of your experience saves the next person an afternoon.

Vgraph tools

Tool list not cached yet. `describe` through the gateway fetches it live.

Public scan report

scanner v0.1.10 · 2026-10-16 · same rubric, same numbers if you re-run it

no findings
  • Code scan5 source files scanned25/25
  • Live reliabilityremote reachable in 454ms; handshake note: MCP error -32600: Invalid Request: Server is already initialized20/20
  • –Tool poisoningtools not inspected (endpoint requires auth); not countedn/a
  • Auth qualityopen endpoint, read-only tools10/15
  • Maintenancerepository not readable: repo not found3/15
  • Maintainer identityendpoint served from the registry-verified namespace domain8/10
Overall 78/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Vgraph compares

Against every graded MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
78/100
higher than 57% of 48,243 servers
Uptime
100%
of our recent checks; the typical remote server answers 100%
Response time
164 ms
faster than 72% of 30,027 servers
Downloads a week
66
more than 51% of 12,306 servers with a package

Install Vgraph in Claude Code, Cursor or VS Code

claude mcp add --transport http vgraph-mcp https://mcp.vithanco.com/mcp
Add to Cursor

Vgraph: common questions

Is Vgraph MCP server safe?
Mostly: it is graded B (78/100). Read the Vgraph safety report
How do I install Vgraph?
It runs remotely at mcp.vithanco.com. Add it to Claude Code, Cursor, VS Code or Claude Desktop with the snippets above, or call it through the mcp.market gateway without installing anything.
Does Vgraph need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Vgraph maintained?
The latest release is v1.0.9.
Is Vgraph up?
100% of our last 28 checks got an answer. We check remote servers about four times a day.
How does Vgraph compare with other MCP servers?
safety score 78/100 (higher than 57% of 48,243 servers); uptime 100% (of our recent checks; the typical remote server answers 100%); response time 164 ms (faster than 72% of 30,027 servers). Full comparison.