SERVER

Graphify

Rank #41

glama/Graphify-Labs/graphify

Graphify turns a codebase into a code knowledge graph that AI coding agents (Claude Code, Cursor) query over MCP to get relevant context with fewer tokens. Apache 2.0 licensed.

9 release tags
144,823 GitHub stars
by Graphify-Labs (3 servers)View repository ↗
First listed
Oct 26, 2026
Last publish date
Nov 8, 2026
PURPOSE

What you can do with Graphify

Graphify is a Model Context Protocol (MCP) server published by Graphify-Labs. It ranks #41 of 176,402 active servers on MCP Toplist, and its repository has 144,823 GitHub stars. Graphify is listed on Glama, with 9 release tags tracked from its GitHub repository. It was first listed on Oct 26, 2026 and most recently updated on Nov 8, 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 Graphify 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 Graphify

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 14, 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 Graphify and confirm it works

Install configuration unavailable. No registry publishes a machine-readable install config for this server — follow the repository README.

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 Graphify-Labs
View all Graphify-Labs servers →

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

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed
Oct 26, 2026
Latest release tag
Nov 8, 2026
Version history
9 release tags tracked (below)
Requirements evidence
Declared by Glama, last synced Nov 14, 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 14, 2026
Registry sightings
  • Glama ↗listed since Nov 2, 2026 · still listed

Do you maintain Graphify? to show as its verified maintainer and add your own summary, sign-in details and links. The rest of this page is read from the registry listings and from MCP Toplist's own connection check.

VERSIONS

GitHub releases (9)

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

v0.9.96 · Oct 26, 2026v0.9.97 · Oct 27, 2026v0.9.98 · Oct 30, 2026v0.9.99 · Oct 30, 2026v0.9.100 · Nov 1, 2026v0.9.101 · Nov 2, 2026v0.9.102 · Nov 3, 2026v0.9.103 · Nov 5, 2026v0.9.104 · Nov 8, 2026Oct 26, 2026Nov 8, 2026
VersionPublished
v0.9.104Nov 8, 2026
v0.9.103Nov 5, 2026
v0.9.102Nov 3, 2026
v0.9.101Nov 2, 2026
v0.9.100Nov 1, 2026
v0.9.99Oct 30, 2026
v0.9.98Oct 30, 2026
v0.9.97Oct 27, 2026
v0.9.96Oct 26, 2026
STANDING
#41of 176,402 active serversTop 0.1%

Ranks ahead of 176,361 of 176,402 servers on MCP Toplist.

BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

MCP Toplist: Top 1% of 176,402
Markdown
[![MCP Toplist](https://mcptoplist.com/badge/glama%2FGraphify-Labs%2Fgraphify.svg)](https://mcptoplist.com/server/glama%2FGraphify-Labs%2Fgraphify)
HTML
<a href="https://mcptoplist.com/server/glama%2FGraphify-Labs%2Fgraphify"><img src="https://mcptoplist.com/badge/glama%2FGraphify-Labs%2Fgraphify.svg" alt="MCP Toplist: Top 1% of 176,402" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

FAQ

Frequently asked questions

Who maintains Graphify?
Graphify is maintained by Graphify-Labs, which publishes 3 MCP servers (13 total versions) tracked on MCP Toplist.
Is Graphify listed on the Official MCP Registry?
Graphify is not on the Official MCP Registry. It is listed on Glama.
How many versions does Graphify have?
No registry surfaces explicit version metadata for Graphify; MCP Toplist tracks 9 release tags from its GitHub repository, most recently published on Nov 8, 2026.
Where can I find the source code for Graphify?
The source code for Graphify is hosted at github.com/Graphify-Labs/graphify.
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