SERVER

graph-tool-call

Rank #3,895

glama/SonAIengine/graph-tool-call

Graph-based tool retrieval for LLM agents. Builds a tool graph from OpenAPI/MCP specs and retrieves multi-step workflows via hybrid search (BM25 + graph traversal + embedding), recovering accuracy from 12% to 82% with 79% fewer tokens. Also works as an MCP Proxy to aggregate multiple servers behind 3 meta-tools.

First listed
Mar 12, 2026
Last publish date
Jul 3, 2026
OVERVIEW

graph-tool-call is a Model Context Protocol (MCP) server published by SonAIengine. It ranks #3,895 of 76,851 servers tracked on MCP Toplist, and its repository has 6 GitHub stars. graph-tool-call is listed on Glama, with 9 release tags tracked from its GitHub repository. It was first listed on Mar 12, 2026 and most recently updated on Jul 3, 2026.

STANDING
#3,895of 76,851 tracked serversTop 10%

Ranks ahead of 72,956 of 76,851 servers on MCP Toplist.

REGISTRIES

Listed on 1 registry

ORGANIZATION

SonAIengine

Organization
Servers in org
3
Versions across org
14
MORE FROM THIS PUBLISHER

Other servers by SonAIengine

View all SonAIengine servers →
VERSIONS

GitHub releases (9)

No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.

v0.8.0 · Mar 12, 2026v0.13.1 · Mar 16, 2026v0.15.0 · Mar 22, 2026v0.20.0 · May 6, 2026v0.20.1 · Jun 2, 2026v0.21.0 · Jun 30, 2026v0.21.1 · Jul 2, 2026v0.22.0 · Jul 2, 2026v0.23.0 · Jul 3, 2026Mar 12, 2026Jul 3, 2026
VersionPublished
v0.23.0Jul 3, 2026
v0.22.0Jul 2, 2026
v0.21.1Jul 2, 2026
v0.21.0Jun 30, 2026
v0.20.1Jun 2, 2026
v0.20.0May 6, 2026
v0.15.0Mar 22, 2026
v0.13.1Mar 16, 2026
v0.8.0Mar 12, 2026
FAQ

Frequently asked questions

Who maintains graph-tool-call?
graph-tool-call is maintained by SonAIengine, which publishes 3 MCP servers (14 total versions) tracked on MCP Toplist.
Is graph-tool-call listed on the Official MCP Registry?
graph-tool-call is not on the Official MCP Registry. It is listed on Glama.
How many versions does graph-tool-call have?
No registry surfaces explicit version metadata for graph-tool-call; MCP Toplist tracks 9 release tags from its GitHub repository, most recently published on Jul 3, 2026.
Where can I find the source code for graph-tool-call?
The source code for graph-tool-call is hosted at github.com/SonAIengine/graph-tool-call.
EXPLORE
graph-tool-call - MCP Server #3,895 | MCP Toplist