SERVER

CGIS Code Graph

Rank #2,823

io.github.zaebee/codegraph-brain

Code graph for AI agents: impact, call tracing in Python, TypeScript, Go; opt-in JSON and YAML keys

28 versions
2 GitHub stars
by zaebee (2 servers)View repository ↗
First listed
Sep 17, 2026
Last publish date
Oct 31, 2026
PURPOSE

What you can do with CGIS Code Graph

CGIS Code Graph is a Model Context Protocol (MCP) server published by zaebee. It ranks #2,823 of 167,945 active servers on MCP Toplist, and its repository has 2 GitHub stars. CGIS Code Graph is listed across 2 registries — Official MCP and Glama, with 28 tracked versions. It was first listed on Sep 17, 2026 and most recently updated on Oct 31, 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.

CAPABILITIES AND LIMITATIONS

What CGIS Code Graph can and cannot do

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

REQUIREMENTS

What you need before using CGIS Code Graph

DeclaredNo credentialsNo credentials declared

The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.

Declared by Glama, last synced Nov 3, 2026. Not independently verified by MCP Toplist.

No runtime, credential or payment requirements are recorded for this server beyond the declaration above.

INSTALLATION AND FIRST TASK

Connect CGIS Code Graph and confirm it works

Python package (PyPI)
claude mcp add codegraph-brain -- uvx codegraph-brain
First successful task

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.

ALTERNATIVES

When to choose another server

Other servers by zaebee
View all zaebee servers →

No task-specific alternatives are catalogued for CGIS Code Graphyet; the list above is its publisher's other servers.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed
Sep 17, 2026
Latest version published
Oct 31, 2026
Version history
28 versions tracked (below)
Requirements evidence
Declared by Glama, last synced Nov 3, 2026. Not independently verified by MCP Toplist.
Profile checked
Not yet — purpose, capabilities and requirements above come from registry data only
Ranking data as of
Nov 3, 2026
Registry sightings

Do you maintain CGIS Code Graph? to correct or enrich this profile.

VERSIONS

Available versions (28)

0.22.0 · Sep 17, 20260.23.0 · Sep 17, 20260.23.1 · Sep 17, 20260.23.2 · Sep 17, 20260.23.3 · Sep 17, 20260.23.4 · Sep 17, 20260.24.0 · Sep 17, 20260.25.0 · Sep 17, 20260.25.1 · Sep 17, 20260.25.2 · Sep 18, 20260.25.3 · Sep 18, 20260.25.4 · Sep 25, 20260.26.0 · Oct 2, 20260.27.0 · Oct 2, 20260.28.0 · Oct 8, 20260.29.0 · Oct 14, 20260.30.0 · Oct 15, 20260.31.0 · Oct 16, 20260.32.0 · Oct 16, 20260.33.0 · Oct 18, 20260.34.0 · Oct 19, 20260.35.0 · Oct 21, 20260.36.0 · Oct 22, 20260.37.0 · Oct 23, 20260.38.0 · Oct 23, 20260.39.0 · Oct 31, 20260.39.1 · Oct 31, 20260.39.2 · Oct 31, 2026Sep 17, 2026Oct 31, 2026
VersionPublished
0.39.2Oct 31, 2026
0.39.1Oct 31, 2026
0.39.0Oct 31, 2026
0.38.0Oct 23, 2026
0.37.0Oct 23, 2026
0.36.0Oct 22, 2026
0.35.0Oct 21, 2026
0.34.0Oct 19, 2026
0.33.0Oct 18, 2026
0.32.0Oct 16, 2026
0.31.0Oct 16, 2026
0.30.0Oct 15, 2026
0.29.0Oct 14, 2026
0.28.0Oct 8, 2026
0.27.0Oct 2, 2026
0.26.0Oct 2, 2026
0.25.4Sep 25, 2026
0.25.3Sep 18, 2026
0.25.2Sep 18, 2026
0.25.1Sep 17, 2026
0.25.0Sep 17, 2026
0.24.0Sep 17, 2026
0.23.4Sep 17, 2026
0.23.3Sep 17, 2026
0.23.2Sep 17, 2026
0.23.1Sep 17, 2026
0.23.0Sep 17, 2026
0.22.0Sep 17, 2026
STANDING
#2,823of 167,945 active serversTop 5%

Ranks ahead of 165,122 of 167,945 servers on MCP Toplist.

BADGE

Show your rank

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MCP Toplist: Top 5% of 167,945
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FAQ

Frequently asked questions

Who maintains CGIS Code Graph?
CGIS Code Graph is maintained by zaebee, which publishes 2 MCP servers (33 total versions) tracked on MCP Toplist.
Is CGIS Code Graph listed on the Official MCP Registry?
Yes — CGIS Code Graph is listed on the Official MCP Registry, alongside Glama.
How many versions does CGIS Code Graph have?
MCP Toplist tracks 28 versions of CGIS Code Graph, most recently published on Oct 31, 2026.
Where can I find the source code for CGIS Code Graph?
The source code for CGIS Code Graph is hosted at github.com/zaebee/codegraph-brain.
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