What is graph-tool-call?
graph-tool-call is a MCP server by SonAIengine that tool retrieval for large tool sets: build a graph from OpenAPI/MCP specs and find multi-step workflows via hybrid search. Also an aggregating MCP proxy. It is listed under Other and has 17 GitHub stars.
| Type | Mcp server |
|---|---|
| Author | SonAIengine |
| Repository | SonAIengine/graph-tool-call |
| Popularity | 17 GitHub stars |
| Category | Other |
| Security | Low risk (96/100) |
| Rank | #1,416 of 4,418 MCP servers; #230 in Other |
| License | MIT |
| Last commit | 2026-10-08 |
| Runs | Locally |
| Language | Python |
Is graph-tool-call safe to install?
graph-tool-call scores 96/100 on the MCPMods security check: Low risk. No checks raised a concern. It passed 5 of 6 checks.
MCP server results come from listing signals: who publishes it, where your data goes and what it can do. The code itself is not scanned yet.
| Check | Result |
|---|---|
| Community-built server | Note |
| Runs on your machine only | Pass |
| No credentials mentioned | Pass |
| Read-only by description | Pass |
| No code execution | Pass |
| Source on GitHub | Pass |
How do I install graph-tool-call?
- Find the launch command. The README says how the server starts (npx, uvx, docker or a remote URL) and which API keys it needs.
https://github.com/SonAIengine/graph-tool-call
- Add it to Claude Code. Replace the part after -- with the command from the README. Remote servers use --transport http with a URL.
claude mcp add graph-tool-call -- <command from README> claude mcp add --transport http graph-tool-call <server-url>
- Check it connected. This lists your MCP servers and their status.
claude mcp list
Or ask Claude to set it up
Paste this into Claude Code and it installs graph-tool-call for you:
Add the "graph-tool-call" MCP server from https://github.com/SonAIengine/graph-tool-call to Claude Code. Read its README for the launch command and any API keys I need, run claude mcp add, then check that it connects.