graphify

(★ 109,008)

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.

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- - ci.yml
  - publish.yml
  - release-graph.yml
- FUNDING.yml
- - README.ar-SA.md
  - README.cs-CZ.md
  - README.da-DK.md
  - README.de-DE.md
  - README.el-GR.md
  - README.es-ES.md
  - README.fa-IR.md
  - README.fi-FI.md
  - README.fil-PH.md
  - README.fr-FR.md
  - README.he-IL.md
  - README.hi-IN.md
  - README.hu-HU.md
  - README.id-ID.md
  - README.it-IT.md
  - README.ja-JP.md
  - README.ko-KR.md
  - README.nl-NL.md
  - README.no-NO.md
  - README.pl-PL.md
  - README.pt-BR.md
  - README.ro-RO.md
  - README.ru-RU.md
  - README.sv-SE.md
  - README.th-TH.md
  - README.tr-TR.md
  - README.uk-UA.md
  - README.uz-UZ.md
  - README.vi-VN.md
  - README.zh-CN.md
  - README.zh-TW.md
- demo-path.svg
- docker-mcp-sqlite.md
- graph-hero.png
- how-it-works.md
- logo-icon.svg
- logo-text.svg
- logo.png
- node-summaries-rfc.md
- - agents-md.md
  - antigravity-rules.md
  - claude-md.md
  - gemini-md.md
  - kiro-steering.md
  - vscode-instructions.md
- - __init__.py
  - base.py
  - graphdb.py
  - html.py
- - __init__.py
  - apex.py
  - base.py
  - bash.py
  - blade.py
  - commonlisp.py
  - csharp.py
  - dart.py
  - dm.py
  - elixir.py
  - engine.py
  - fortran.py
  - go.py
  - json_config.py
  - julia.py
  - markdown.py
  - MIGRATION.md
  - models.py
  - objc.py
  - ocaml.py
  - pascal.py
  - pascal_forms.py
  - powershell.py
  - razor.py
  - resolution.py
  - rust.py
  - sln.py
  - sql.py
  - terraform.py
  - verilog.py
  - zig.py
- __init__.py
- __main__.py
- _minhash.py
- affected.py
- analyze.py
- benchmark.py
- build.py
- cache.py
- callflow_html.py
- cargo_introspect.py
- cli.py
- cluster.py
- command-kilo.md
- dedup.py
- detect.py
- diagnostics.py
- export.py
- extract.py
- file_slice.py
- global_graph.py
- google_workspace.py
- hooks.py
- ids.py
- ingest.py
- install.py
- llm.py
- manifest.py
- manifest_ingest.py
- mcp_ingest.py
- multigraph_compat.py
- pascal_resolution.py
- paths.py
- pg_introspect.py
- prs.py
- querylog.py
- reflect.py
- report.py
- resolver_registry.py
- ruby_resolution.py
- scip_ingest.py
- security.py
- semantic_cleanup.py
- serve.py
- skill-agents.md
- skill-aider.md
- skill-amp.md
- skill-claw.md
- skill-codex.md
- skill-copilot.md
- skill-devin.md
- skill-droid.md
- skill-kilo.md
- skill-kiro.md
- skill-opencode.md
- skill-pi.md
- skill-trae.md
- skill-vscode.md
- skill-windows.md
- skill.md
- symbol_resolution.py
- transcribe.py
- tree_html.py
- validate.py
- watch.py
- wiki.py
- gen_demo_path.py
- - barrel_reexport.ts
  - bindings.xaml
  - cjs_require.js
  - cookieHelpers.ts
  - deploy_guide.md
  - dynamic_import.ts
  - extraction.json
  - sample.c
  - sample.cls
  - sample.cpp
  - sample.cs
  - sample.csproj
  - sample.cu
  - sample.dfm
  - sample.dm
  - sample.dmf
  - sample.dmi
  - sample.dmm
  - sample.ex
  - sample.f90
  - sample.go
  - sample.groovy
  - sample.java
  - sample.jl
  - sample.json
  - sample.kt
  - sample.lfm
  - sample.lisp
  - sample.lpk
  - sample.luau
  - sample.m
  - sample.mcp.json
  - sample.md
  - sample.metal
  - sample.pas
  - sample.php
  - sample.ps1
  - sample.psd1
  - sample.py
  - sample.razor
  - sample.rb
  - sample.rs
  - sample.scala
  - sample.sh
  - sample.sln
  - sample.slnx
  - sample.sql
  - sample.sv
  - sample.swift
  - sample.trigger
  - sample.ts
  - sample.tsx
  - sample.xaml
  - sample.xaml.cs
  - sample.zig
  - sample_alter_fk.sql
  - sample_calls.py
  - sample_cte.sql
  - sample_doctest.cpp
  - sample_import.ps1
  - sample_php_config.php
  - sample_php_container.php
  - sample_php_listen.php
  - sample_php_static_prop.php
  - sample_plpgsql.sql
  - sample_plpgsql_quoted.sql
  - sample_preprocessed.F90
  - sample_schema_qualified.sql
  - sample_scoped_calls.pas
  - sample_spock.groovy
  - sample_tsconfig.json
  - storageHelpers.ts
  - typescript_advanced.ts
  - urlHelpers.ts
- __init__.py
- bench_extract.py
- bench_query_scoring.py
- conftest.py
- test_affected_cli.py
- test_affected_member_seed.py
- test_agents_platform.py
- test_analyze.py
- test_anthropic_custom_endpoint.py
- test_antigravity_install.py
- test_apm_fallback_version.py
- test_architecture_doc.py
- test_astro_extraction.py
- test_astro_import_ids.py
- test_atomic_writes.py
- test_backend_extras.py
- test_benchmark.py
- test_benchmark_raw_graph.py
- test_build.py
- test_build_merge_hyperedges_and_prune.py
- test_build_merge_shrink_guard.py
- test_builtin_global_type_refs.py
- test_cache.py
- test_callflow_html.py
- test_cargo_introspect.py
- test_case_sensitive_resolution.py
- test_charmap_encoding.py
- test_chunking.py
- test_cjs_module_extension.py
- test_claude_cli_backend.py
- test_claude_md.py
- test_cli_broken_pipe.py
- test_cli_export.py
- test_cluster.py
- test_codebuddy.py
- test_community_hub_labels.py
- test_community_labels_skill.py
- test_confidence.py
- test_corrupt_graph_json.py
- test_cpp_nested_and_cli.py
- test_cpp_objc_cross_file_calls.py
- test_cpp_preprocess.py
- test_cross_extension_reexport_self_cycle.py
- test_cross_language_call_resolution.py
- test_csharp_member_calls.py
- test_csharp_partial_classes.py
- test_csharp_type_resolution.py
- test_dart.py
- test_dedup.py
- test_dedup_remaps_hyperedges.py
- test_detect.py
- test_devin.py
- test_dotnet.py
- test_evidence_binding.py
- test_explain_cli.py
- test_export.py
- test_export_control_characters.py
- test_export_path_length.py
- test_extract.py
- test_extract_cache_location.py
- test_extract_cli.py
- test_extract_code_only_cli.py
- test_extraction_spec_ids.py
- test_extractors_registry.py
- test_falkordb_integration.py
- test_file_label_disambiguation.py
- test_file_node_id_spec.py
- test_file_slice.py
- test_gemini_hook.py
- test_global_graph.py
- test_go_builtin_call_targets.py
- test_go_qualified_resolution.py
- test_god_nodes_cli.py
- test_google_workspace.py
- test_home_sandbox.py
- test_hook_guard.py
- test_hook_out_of_project_paths.py
- test_hook_strict.py
- test_hooks.py
- test_hyperedge_member_shapes.py
- test_hyperedge_roundtrip.py
- test_hypergraph.py
- test_id_normalization_contract.py
- test_ignore_file_encoding.py
- test_image_vision.py
- test_import_extension_resolution.py
- test_import_self_loops.py
- test_incomplete_build_guard.py
- test_incremental.py
- test_incremental_mtime_collision.py
- test_indirect_call_arrow_single_param_shadow.py
- test_indirect_call_catch_binding_shadow.py
- test_indirect_call_external_import_shadow.py
- test_indirect_call_for_of_binding_shadow.py
- test_indirect_call_function_expression_shadow.py
- test_indirect_call_nested_closure_shadow.py
- test_indirect_dispatch.py
- test_indirect_dispatch_assign_return.py
- test_indirect_dispatch_getattr.py
- test_inferred_confidence_rubric.py
- test_ingest.py
- test_install.py
- test_install_references.py
- test_install_roundtrip.py
- test_install_strings.py
- test_install_upgrade.py
- test_install_version_stamp.py
- test_java_member_calls.py
- test_java_type_resolution.py
- test_js_callback_calls.py
- test_js_dynamic_import_affected.py
- test_js_dynamic_imports.py
- test_js_exported_scalar_bindings.py
- test_js_import_resolution.py
- test_jsconfig_baseurl.py
- test_kotlin_grammar.py
- test_kotlin_object_literal.py
- test_label_retry.py
- test_labeling.py
- test_language_resolvers.py
- test_languages.py
- test_llm_backends.py
- test_llm_parser.py
- test_llm_parser_reasoning.py
- test_long_path_hashing.py
- test_manifest_ingest.py
- test_mcp_ingest.py
- test_merge_chunks_validation.py
- test_merge_graphs_cli.py
- test_minhash.py
- test_multigraph_compat.py
- test_multigraph_diagnostics.py
- test_multilang.py
- test_no_dedup_flag.py
- test_node_id_canonical.py
- test_non_regular_files.py
- test_non_string_node_ids.py
- test_objc_category_interfaces.py
- test_objc_member_calls.py
- test_objc_property_ivar_receivers.py
- test_obsidian_dangling_member.py
- test_obsidian_filename_cap.py
- test_obsidian_unicode_tags.py
- test_ocaml.py
- test_office_incremental.py
- test_office_limits.py
- test_ollama.py
- test_ollama_retry_cap.py
- test_openai_custom_endpoint.py
- test_partial_cache.py
- test_partial_extraction_warning.py
- test_pascal.py
- test_pascal_call_scoping.py
- test_pascal_resolution.py
- test_path_cli.py
- test_paths.py
- test_pg_introspect.py
- test_phantom_cross_package_call.py
- test_phantom_external_import.py
- test_php_type_resolution.py
- test_pipeline.py
- test_provider_registry.py
- test_prs.py
- test_prune_sweeps_orphans.py
- test_python_decorators.py
- test_python_import_resolution.py
- test_query_cli.py
- test_query_induced_edges.py
- test_query_names_its_graph.py
- test_querylog.py
- test_rationale.py
- test_read_hook.py
- test_reflect.py
- test_relation_collapse_precedence.py
- test_replace_or_append_section.py
- test_report.py
- test_ruby_resolution.py
- test_scala_self_type.py
- test_scip_ingest.py
- test_search_hook.py
- test_security.py
- test_semantic_cache_out_root.py
- test_semantic_cleanup.py
- test_semantic_fragment_sanitize.py
- test_semantic_id_remap_root.py
- test_semantic_similarity.py
- test_serve.py
- test_serve_http.py
- test_settings_merge.py
- test_skill_version_warning.py
- test_skillgen.py
- test_src_layout_import_resolution.py
- test_stale_prune.py
- test_stat_index_portability.py
- test_swift_builtin_noise.py
- test_swift_computed_properties.py
- test_swift_cross_file_calls.py
- test_swift_import_resolution.py
- test_symbol_resolution.py
- test_terraform.py
- test_transcribe.py
- test_tree_html.py
- test_ts_decorators.py
- test_ts_generators.py
- test_ts_import_require.py
- test_ts_inheritance.py
- test_ts_namespace.py
- test_ts_parse_warning.py
- test_ts_receiver_member_calls.py
- test_typescript_module_extensions.py
- test_uninstall_scope.py
- test_validate.py
- test_vue_extraction.py
- test_watch.py
- test_watch_manifest_location.py
- test_wheel_packaging.py
- test_wiki.py
- test_wiki_link_filename_parity.py
- test_word_count_cache.py
- test_zero_node_no_cache.py
- - __init__.py
  - __main__.py
  - gen.py
  - platforms.toml
- __init__.py
- - README.md
- - graph.json
  - GRAPH_REPORT.md
  - README.md
  - review.md
- - graph.json
  - GRAPH_REPORT.md
  - README.md
  - review.md
- - graph.json
  - GRAPH_REPORT.md
  - README.md
  - review.md
- - graph.html
  - graph.json
  - GRAPH_REPORT.md
  - manifest.json
  - README.md
  - review.md
.dockerignore
.gitattributes
.gitignore
.pre-commit-config.yaml
AGENTS.md
ARCHITECTURE.md
BENCHMARKS.md
CHANGELOG.md
Dockerfile
LICENSE
LICENSE-MIT
NOTICE
pyproject.toml
README.md
SECURITY.md
uv.lock

# Installation Guide

1. Get the code

git clone https://github.com/Graphify-Labs/graphify

Downloads the entire project code from GitHub to your computer.

cd graphify

Moves into the project folder you just downloaded.

2. Official Install Script

Easy Recommended

Prerequisites

Homebrew A package manager for macOS/Linux.
APT (Debian/Ubuntu 계열) Built into Debian/Ubuntu-based Linux distributions.
pipx Installs Python-based CLI tools into isolated environments.

brew install python@3.12 uv

Installs the pre-built package via Homebrew — no source build required.

sudo apt install python3.12 python3-pip pipx

Installs directly from the APT package repository (Debian/Ubuntu-based).

curl -LsSf https://astral.sh/uv/install.sh | sh

Downloads and runs the official install script in one line — this handles the full setup automatically.

pipx install graphifyy

Installs the CLI tool into an isolated environment via pipx.

✅ After installing, open a new terminal and run the program's version command (e.g. --version) to confirm it worked.

Pulled directly from this repo's README.

3. Docker

Easy

Prerequisites

Git Needed to download the project code from GitHub.
Docker Desktop Needed to build and run containers. Install it and keep it running in the background.

docker build -t graphify .

Builds a runnable image based on the Dockerfile.

docker run -p 8080:8080 -v "$(pwd)/graphify-out:/data" graphify \

Runs the built image as an actual container.

✅ Run docker compose ps to check the containers are Up. If the README mentions a port, open http://localhost:PORT in your browser.

Pulled directly from this repo's README.

4. Python

Easy

Prerequisites

Git Needed to download the project code from GitHub.
Python 3 On Windows, be sure to check 'Add Python to PATH' during installation.

sudo apt install python3.12 python3-pip pipx

Installs directly from the APT package repository (Debian/Ubuntu-based).

pip install graphifyy # may need PATH setup — see note below

Installs the package published on PyPI directly — no need to clone the source.

python -m graphify.serve graphify-out/graph.json

Runs the Python script (or module).

python -m graphify.serve --graph graphify-out/graph.json # --graph flag also accepted

Runs the Python script (or module).

kimi mcp add --transport stdio graphify -- python -m graphify.serve graphify-out/graph.json

Runs the Python script (or module).

✅ If it runs without errors and prints output in the terminal, it worked.

Pulled directly from this repo's README.

graphify

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# Installation Guide

2. Official Install Script

3. Docker

4. Python

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graphify

File Explorer

# Installation Guide

2. Official Install Script

3. Docker

4. Python

Today's picks

Was this content helpful?

Recent Feedback

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