- Fix: JS/TS class members differing only by , $ or # are kept as separate nodes (#4475, #4479,
- Fix: TypeScript this.field is typed from an assignment in any method, including static and accessors (#4473, #4482,
- Fix: JS a workspace package whose exports points only into dist/ falls back to src/ (#4485, #4489,
- Fix: JS a dangling barrel-named import edge is dropped once the import resolves through the barrel (#4486, #4488,
- Fix: Python module-level class ids colliding with a function or class are salted apart (#2810, #4467,
- Feature: Python a member call on a pytest fixture parameter is typed from the fixture's returned class (#4332, #4333,
Graphify by Graphify Labs
Skill for Claude Code, Cursor, Codex and Gemini CLI: typing /graphify maps a project's code, docs, PDFs, images and video into a knowledge graph the agent queries instead of searching through files. Code is parsed locally with tree-sitter, without an LLM, embeddings or a vector store, and every edge is marked as extracted from the source or inferred. Graphify Cloud keeps the graph live and adds PR review and formal verification.
Agent tooling for cost, context and memory
New · Added to AgentGid on Oct 11, 2026Codebase knowledge graph for coding agentsOpen source · Apache-2.0Free to start
Use it in: CLI MCP server Web app Works with: MCP Local models Own API key Multi-agent Headless / CI
Price
Free + $10/mo
free tier available
Popularity
#8 in Agent tooling
Gid Score 53 / 100 · #8 of 63 ranked agent tools
Trend
Steady
usage down 2.9% over 30 days
Development
Actively updated
latest 0.9.92, 5d ago
Community
129K GitHub stars
430K package downloads a week
Usage data: latest readings Oct 18 to Oct 20, 2026, last checked Oct 20, 06:33 UTC. Date of each number
What Graphify does
Graphify is a codebase knowledge graph for coding agents from Graphify Labs, first released in April 2026. You use it through a command-line tool, MCP server and web app. Its documentation covers subagents or parallel agents, a non-interactive mode for scripts and CI, your own API key and local models. It can run models from Anthropic, OpenAI, Google, DeepSeek, Moonshot (Kimi) and Azure and others. Paid plans start at $10 a month; there is a free tier.
Key facts
| Maker | Graphify Labs |
|---|---|
| Type | Codebase knowledge graph for coding agents |
| First released | April 2026 |
| License | Apache-2.0 |
| Interfaces | CLI, MCP server, Web app |
| Main language | Python |
| Open issues and PRs | 1,567 |
Pricing
Graphify Cloud offers a free tier for one developer (3 repositories). Pro plan: $10/month with annual billing or $15/month with monthly billing, for one developer with unlimited repositories. Teams plan: $20/seat/month (annual billing) or $29/seat/month (monthly billing) for the first 100 teams, then $28/seat/month (annual) or $40/seat/month (monthly), minimum 2 seats. Enterprise plan: custom pricing with self-hosting option.
Source: official pricing page, checked Oct 13, 2026. Prices change often; confirm before you buy.
- Oct 13, 2026: Free → Free + $10/mo
Graphify pricing history since 2024 · Compare prices of all agents
Quick answers
- Free to start?Yes
- Open source?Yes (Apache-2.0)
- Where you use itCLI, MCP server, Web app
- Model providersanthropic, openai, google, deepseek, moonshot, azure, amazon, local
- Subagents / multi-agent?Yes
- Runs in scripts / CI?Yes
- Feature comparisonAll agents
- Closest alternativeOpenShell · all alternatives
What's new in Graphify: October 2026 so far
October brought broad improvements to type resolution and cross-file binding across a dozen languages, along with fixes to node identity, incremental builds, and false collisions that were creating artificial god-nodes.
- Type resolution now follows class hierarchies and inheritance chains in Python, C#, Java, TypeScript, and others, fixing calls through parent classes and typed receivers.
- Node identity is now portable across clones and platforms: paths, usernames, and OS-specific encodings no longer leak into ids, and case/symbol distinctions are preserved.
- Cross-language cross-repo member calls now finish for Go, PHP, TypeScript/JS, Kotlin, and Objective-C when the receiver type is declared elsewhere.
- Incremental builds now preserve edges and avoid false deletions by tracking placeholder nodes for unscanned files and anchoring paths to their manifest base.
19 releases this month · summarised from the official release notes · all months
Get started with Graphify
| PyPI | pip install graphifyy |
|---|
These commands use the packages tracked on this page. The vendor may recommend a different installer.
Graphify alternatives
Best Graphify alternatives compared · All agent tooling for cost, context and memory
| # | Agent | Gid Score | Downloads 7d | 7d | 30d | Stars | Latest release | Price | |||
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 |
OpenShellNVIDIA |
77 | 118K | up 11.1% | up 351.6% | 16.7K+108/day | 0.1.48d ago | Free (OSS) | |||
| 2 |
|
72 | 23M | up 5.6% | — | 61.6K+80/day | 1.104.4yesterday | Free (OSS) | |||
| 3 |
NVIDIA NemoClawNVIDIA |
69 | — | — | — | 22.8K+9/day | — | Free (OSS) | |||
| 4 |
|
64 | 9.5M | down 17.1% | up 17.7% | 36.1K+49/day | 4.64.02d ago | Free + $29/mo | |||
| 5 |
|
64 | 2M | down 19.8% | up 0.3% | 193K+343/day | 2.11.04mo ago | Free + $16/mo | |||
| 6 |
|
60 | 3.2M | down 14.5% | up 21.9% | 14.5K+22/day | 2.11.08d ago | Free + $150/mo | |||
| No agents match that filter. | |||||||||||
Tools used with Graphify
What 102 public GitHub projects that depend on Graphify use with it, from their dependency files.
Used far more often here than in AI-built projects overall: what sets Graphify projects apart.
- tree-sitter-scala29.4% · 1825.9×
- tree-sitter-lua29.4% · 1825.9×
- tree-sitter-swift29.4% · 912.9×
- tree-sitter-cpp29.4% · 228.2×
- tree-sitter-rust29.4% · 228.2×
- tree-sitter-java30.4% · 188.7×
- Tree-sitter JavaScript31.4% · 162.3×
- tree-sitter-typescript (Python)31.4% · 149.8×
Ratings from people who use Graphify
No ratings yet. Used Graphify? Rate it and say what it is good and bad at.
Graphify news
-
Graphify post checked: 128.3k GitHub stars, YC backing per its site, code maps without an LLM
A viral X post called Graphify a YC-backed tool with 127k stars. GitHub shows 128.3k, and Graphify's site says it is backed by Y Combinator (as reported). The package name graphifyy is right: PyPI lists it with a double y. Code is parsed locally without an LLM; docs, PDFs, images and video still go through your assistant's model.
-
Graphify 0.9.92 released
Fix: JS/TS class members differing only by , $ or # are kept as separate nodes (#4475, #4479,; Fix: TypeScript this.field is typed from an assignment in any method, including static and accessors (#4473, #4482,; Fix: JS a workspace package whose exports…
-
Graphify 0.9.91 released
Fix: MCP graphstats no longer hangs under a stdio host on Windows (and no longer silently drops its built-at-commit staleness line): githead closes the git child's stdin so git does not block on…; Fix: Rust a use crate::…::Name edge now lands on the…
-
Show HN: Graphicle, a Rust port of Graphify with memory for coding agents
Graphicle is a Rust implementation of Graphify that adds memory capabilities for coding agents.
-
Graphify pricing changed: Free → Free + $10/mo
Graphify Cloud offers a free tier for one developer (3 repositories). Pro plan: $10/month with annual billing or $15/month with monthly billing, for one developer with unlimited repositories. Teams plan: $20/seat/month (annual billing) or $29/seat/month (month
-
10 agents added to AgentGid
Paperclip, Graphify, Agent-Reach, ECC, OpenMontage, Ruflo, OmniRoute, Claude Mem, Ragflow, Openhuman
What changed: recent Graphify releases
67 stable releases in the last 90 days · Monthly summary · Full changelog
- Fix: MCP graphstats no longer hangs under a stdio host on Windows (and no longer silently drops its built-at-commit staleness line): githead closes the git child's stdin so git does not block on…
- Fix: Rust a use crate::…::Name edge now lands on the declaration it imports rather than a bare name-folded target (#4439, #4443,
- Fix: JS/TS a file-scope callback's own parameters are now shadowed, so a bare parameter passed on as a call argument no longer mints phantom cross-bundle indirectcall edges (#4448, #4457,
- Fix: extract a module symbol whose id spells a sibling file's id (a const sql beside x.sql) is kept on its own node instead of being merged onto the sibling's file node and dropped (#4449, #4452,
- Fix: TypeScript a class field's receiver type is now scoped to its own class and bases, so this.field.method() resolves to the right class when two classes share a field name (#4294, #4297,
- Fix: Ollama extraction and labeling requests now go to Ollama's native /api/chat, so the derived numctx actually reaches the server and large prompts are no longer silently truncated; a server…
Earlier releases
- Fix: C# a nameless member-call receiver (run.Sequence.Apply(), Make().Apply()) no longer mis-binds to the caller's own same-named method; every C# member call defers and resolves only through a…
- Fix: C# new X() no longer binds to a method that shares the type's name, same-file or cross-file; a real same-named type still wins (#4428,
- Feature: C# foreach loop variables are now typed from the collection's element type (arrays, known sequences, dictionary .Keys/.Values), so calls on the loop variable resolve; untypable iterables…
- Fix: C# node ids now keep names that differ only by a leading/trailing or by case apart (Action/Action, Load/load, Token/TOKEN), in both ids and member-call resolution keys, instead of collapsing…
- Fix: C# colliding ids are salted before the partial-class merge, so a partial half keeps its members and an unrelated node sharing a half's id is no longer deleted (#4411, #4412,
- Fix: Go a generic receiver type (func (b Box[T]) ...) is normalized before building its id, so a generic type's methods attach to the type node instead of a separate Box[T] node (#4438,
- Feature: cross-repo member calls now finish across a repository boundary for Go, PHP, TypeScript/JS, Kotlin and Objective-C: a call whose receiver type is declared in another repo is parked by…
- Fix: Go a package's type whose methods span several files now folds into one node instead of fragmenting under disambiguatecollidingnodeids, so single-definition guards and receiver typing work…
- Fix: Kotlin / Scala / C++ / Swift generic and template type parameters (class Box<T>, [T], template<typename T>, struct Stack<Element>) no longer mint sourceless stub god-nodes; a real same-named…
- Feature: Objective-C NSENUM and NSOPTIONS declarations are now extracted as an enum type plus its members, with the macro forms validated and malformed macros rejected fail-closed (#4400, #4401,
- Feature: dispatch an interface member now links to every implementer, not just one, so a DI chain through a multi-implementer interface resolves; the fan-out is gated to genuine implementers with…
- Feature: Pi a native Pi guard extension now runs graphify hook-guard before Pi's tool calls and also loads under Oh My Pi, so the hook-guard policy reaches Pi; install/uninstall delegates to pi…
- Feature: Java a call on a chained, new or cast receiver (factory.builder().size(3).build(), new Builder().size(1), ((Builder) o).build()) now resolves through the declared return types on the…
- Fix: Java a bare call or field receiver inherited from a supertype in another file now resolves to the nearest declaring supertype (class wins over an interface default; a tie binds nothing),…
- Fix: C/C++ a quoted cross-directory include (#include "../lib/foo.h", STM32 Core/Src to Core/Inc) now resolves to the right header by a unique longest-shared-directory-prefix match, fail-closed on…
- Fix: Python a @name.setter/.getter/.deleter decorator no longer mints a sourceless stub node (#4380, #4385,
- Fix: Python a Self (PEP 673) type annotation (-> Self, : Self, typing.Self) no longer mints a sourceless self stub (#4381, #4386,
- Fix: Swift a Self type annotation no longer mints a sourceless self stub (#4382, #4387,
- Fix: PHP a Class::method() static call now resolves to the called method rather than binding to the class node, and no longer stalls at INFERRED confidence for a same-namespace call that needs no…
- Fix: C# nested and generic partial types now merge by their full type path (Outer\1.Inner), so a two-file nested partial is unified while Foo and Foo<T> stay distinct; a cross-file unqualified…
- Feature: Python a read of a @property (obj.prop, including x.prop += v) now links to the property's getter, instead of being dropped as a bare attribute access (#4337,
- Fix: TypeScript a public call c.name() reaches a #name-labeled node only when the class declares a public name, and a public call keeps its edge when foo and #foo share one node (#4298,
- Fix: Julia parametric and module-qualified functor (callable-struct) types are named by their type rather than the variable, and never fall back to the variable binding (#4351,
- Fix: C# a var is typed from the called method's return type, so downstream member calls on it resolve (#4266, #4268,
Graphify prices over time
Cheapest paid planMost expensive self-serve plan
Anthropic OpusAnthropic SonnetAnthropic Haiku
Graphify popularity and usage data
Graphify was downloaded 430K times from PyPI in the week ending Oct 18, 2026, up 5.3% on the week before and down 2.9% over the last 30 days compared with the 30 before. The GitHub repository has 129K stars, 10,302 of them added in the last 30 days. The latest stable release is 0.9.92, published Oct 16, 2026; there were 27 stable releases in the past 30 days. It was mentioned in 10 Hacker News posts and comments over the last 30 days.
Download the raw daily series: graphify.csv
Gid Score breakdown
Adoption59
Community88
Attention11
Momentum47
Each component is scored 0 to 100 from public signals; a dash means no data for it. Methodology.
How fresh these numbers are
| Number | Latest reading | Last checked |
|---|---|---|
| Package downloads | Oct 18, 2026 | Oct 20, 06:28 UTC |
| GitHub stars | Oct 20, 2026 | Oct 20, 06:30 UTC |
| Website rank (Tranco) | Oct 19, 2026 | Oct 20, 06:33 UTC |
| Hacker News mentions | Oct 19, 2026 | Oct 20, 06:30 UTC |
We fetch every source once a day. Registries publish downloads and page views a day or two late, so their latest reading trails the check. A reading more than 4 days old is marked out of date; the Gid Score still uses it until a newer one arrives.
Graphify FAQ
How much does Graphify cost?
Graphify Cloud offers a free tier for one developer (3 repositories). Pro plan: $10/month with annual billing or $15/month with monthly billing, for one developer with unlimited repositories. Teams plan: $20/seat/month (annual billing) or $29/seat/month (monthly billing) for the first 100 teams, then $28/seat/month (annual) or $40/seat/month (monthly), minimum 2 seats. Enterprise plan: custom pricing with self-hosting option.
Is Graphify open source?
Yes. Graphify is open source, released under the Apache-2.0 license.
How popular is Graphify?
Graphify was downloaded 430K times from PyPI in the week ending Oct 18, 2026, up 5.3% on the week before and down 2.9% over the last 30 days compared with the 30 before. The GitHub repository has 129K stars, 10,302 of them added in the last 30 days. The latest stable release is 0.9.92, published Oct 16, 2026; there were 27 stable releases in the past 30 days.
What is the latest version of Graphify?
The latest stable release we track is 0.9.92, published on Oct 16, 2026.
What are the alternatives to Graphify?
The closest alternatives in the same category by Gid Score are OpenShell, LiteLLM, NVIDIA NemoClaw, Langfuse.
For the makers of Graphify badges, corrections
Add a live badge to your README or site:
[](https://agentgid.com/agents/graphify/)[](https://agentgid.com/agents/graphify/)[](https://agentgid.com/agents/graphify/)Something wrong or outdated on this page? Send a correction with a link to the official source. More for makers.
Where these numbers come from
PyPI: graphifyy. GitHub: graphify-labs/graphify. Site rank: graphify.com on the Tranco list. See data sources for how each one is collected.
Product facts and pricing were checked against: graphify.com, github.com, pypi.org.