by ozgurcd
Local-only Go static analysis engine with a built-in MCP server. Gives AI coding agents deterministic structural awareness: call graphs, impact analysis, symbol search, and more.
# Add to your Claude Code skills
git clone https://github.com/ozgurcd/gographLast scanned: 5/30/2026
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"issues": [],
"status": "PASSED",
"scannedAt": "2026-05-30T16:08:03.872Z",
"npmAuditRan": true,
"pipAuditRan": true
}See how gograph compares with popular alternatives.
gograph is an open-source ai agents skill for AI coding assistants such as Claude Code, Codex CLI, and ChatGPT, built by ozgurcd. Local-only Go static analysis engine with a built-in MCP server. Gives AI coding agents deterministic structural awareness: call graphs, impact analysis, symbol search, and more. It has 226 GitHub stars.
Yes. gograph passed SkillsLLM's automated security scan — a dependency vulnerability audit plus prompt-injection heuristics — with no high-severity issues. You can read the full report in the Security Report section on this page.
Clone the repository with "git clone https://github.com/ozgurcd/gograph" and add it to your Claude Code skills directory (see the Installation section above).
gograph is primarily written in Go. It is open-source under ozgurcd on GitHub, so you can review or fork the full source.
Yes. SkillsLLM lists many other AI Agents skills you can browse and compare side by side. Open the AI Agents category from the badge at the top of this page, or use the Related Skills and comparison links further down to weigh gograph against similar tools.
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This skill is third-party open-source software developed and hosted independently on GitHub. SkillsLLM is an informational directory and does not control or maintain the underlying repository.
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Review the source code, permissions, dependencies, and configuration before installing or running any third-party skill. Use is at your own risk. To the maximum extent permitted by applicable law, SkillsLLM is not liable for losses arising from third-party software.
Give Go coding agents a compiler-aware map for safer refactors.
gograph builds a local structural graph of your Go repository, with optional
type-checked CHA/SSA enrichment. Its CLI and MCP workflows help coding agents
trace callers and interface implementations, plan change impact, and enforce
architecture without embeddings or a hosted code index.
Explore the interactive no-install demo · Review the reproducible benchmark
See CLI/MCP query contracts for bounded result pages, snapshot-bound cursors, exact/possible impact, and change-evaluation status.
Companion projects: Scrinium provides repository-owned, evidence-backed knowledge for coding agents, while Rulefloor protects repository-local invariants by binding them to concrete tests and detecting drift. They are independent, optional tools: Scrinium can keep Gograph structural observations and Rulefloor validation results as separate evidence without treating either as proof of unrelated behavior or global project correctness.

Static analysis; no target-code execution. Default indexing parses Go source locally and does not call application services. Linked directories and linked/special files for extensions recognized by
go/buildare excluded; unrelated regular-file or dangling links with non-Go extensions are not Go tool inputs and do not block precise analysis. Graph-directed source reads remain confined to regular files beneath the analyzed repository, and linked/non-regular Go tool metadata (go.mod,go.sum,go.work,go.work.sum, andvendor/modules.txt) is rejected before toolchain invocation; an explicitly symlinked repository root remains supported. Applicablego.work usemembers may be sibling modules beneath the nearest real Git checkout; without that boundary they remain confined beneath the workspace directory. Each member directory,go.mod, and optionalgo.sumis validated beforecmd/gostarts. Gograph also reads project metadata such as.gitignore, graph/config JSON, and Git state. Indexing asks the installed Go toolchain for the effective build/module context; precise mode additionally performs package type loading, anddocrunsgo doc. Those operations follow your configured module/cache/network policy. Before repository package loading orgo doc, applicable local module/workspace source trees are preflighted for links thatcmd/gomay inspect;.gitand.gographsubtrees are excluded. Session telemetry is local under.gograph/sessions/; nothing is sent to gograph services.
# Install
brew install --cask ozgurcd/tap/gograph
# or: go install github.com/ozgurcd/gograph/cmd/gograph@latest
# Confirm which installation will run and detect PATH shadowing
gograph doctor --json
# Build a type-enriched precise graph, then verify it
gograph build . --precise
gograph stats
# Optional CI contract: fail when precise enrichment falls back
gograph build . --precise --strict
# Optional: prioritize lower heap use on constrained hosts
gograph build . --precise --memory-mode=low --max-memory=1GiB
# Optional: include integration-tagged files and tests in this graph
gograph build . --precise --tags=integration
# Optional: omit unrelated broken package directories
gograph build . --precise --strict --exclude-dirs=legacy,examples/broken
# Start with repository-wide results that require no guessed symbol
gograph summary
gograph hotspot --top 5
gograph flow --no-tests
Homebrew and go install install the normal gograph CLI. MCP clients that
support MCP Bundles can instead discover the local stdio server in the
official MCP Registry as
io.github.ozgurcd/gograph. Registry/MCPB installation is a separate
distribution path; it does not install the Homebrew cask or configure the
Claude Code marketplace plugin. The Registry is currently in preview. See
Official MCP Registry and MCPB installation for client
support, target selection, and current limitations.
Choose a real function or method shown by summary, hotspot, or
gograph complexity, then substitute its name below:
gograph explore "YourSymbol" --compact # low-token discovery, identity/role, and complete evidence counts
gograph explore "YourSymbol" # standard source + callers/callees + tests + exact identity impact
gograph explore "YourSymbol" --deep # standard response + depth-3 exact evidence, package context, explanation
gograph context "YourSymbol" # source + callers + callees + tests
# For compilable repositories, enrich the graph before a major refactor
gograph build . --precise
gograph plan "YourSymbol"
Build artifacts are written under the target .gograph/ directory. gograph
adds .gograph/ to the enclosing Git repository root .gitignore when
available, falls back to the build target .gitignore outside Git, and exits
without replacing artifacts if no Go files are found or no source file parses
successfully. The update accepts only an absent or regular .gitignore; a
repository-provided link is refused and its target is not modified. Go build
constraints, explicit comma-separated --tags (or inherited GOFLAGS when
the flag is absent), cmd/go package-directory rules, generated
sources, module-mode ignore directives, and Git ignores use the same scanner
policy for building, freshness checks, and change detection. Linked .go
files, linked directories, and other non-regular recognized Go inputs are
reported and excluded. Unrelated regular-file and dangling links with non-Go
extensions (for example YAML configuration or TSV fixtures) are ignored by
Go-tool preflight;
linked/non-regular go.mod, go.sum, go.work, go.work.sum, and
vendor/modules.txt entries are rejected before gograph or the Go toolchain
reads them. Applicable go.work use members may be sibling modules beneath the
nearest real Git checkout. Non-Git layouts retain workspace-directory
confinement, nested Git boundaries are not crossed, and every member directory,
go.mod, and optional go.sum is validated before cmd/go starts.
.gograph itself must be a real directory, and graph.json must be a regular
repository-confined file. Graphs with a missing or unsupported confinement
policy marker must be rebuilt with the current binary before graph-backed
commands use them. Older binaries do not enforce this boundary and should not
be used to analyze untrusted repositories.
Each indexed source file stores a SHA-256 content digest. Rebuilds reparse all
selected files in a changed package together and reuse parser records for
unchanged packages; stats reports reused_files and rebuilt_packages.
Precise builds reuse that AST work but still recompute repository-wide
type/CHA/SSA enrichment so cross-package dispatch remains correct.
Low-memory mode preserves those graph semantics while using more aggressive
garbage collection, reclaiming memory between production and test analysis,
and avoiding a full JSON copy of the AST graph. --max-memory accepts integer
byte sizes such as 1GB or 1GiB and requires --memory-mode=low. It is a
soft Go-runtime memory target—not a hard RSS cap—so memory-mapped files,
the executable, and Go toolchain subprocesses can make process memory exceed
the requested value. Aggressive GC can increase CPU time, and a target that is
too low may make the build much slower or fail; Gograph never silently reduces
precision to meet it.
Precise fallback continues to exit zero by default for compatibility and is
recorded in graph metadata. Add --strict with --precise when fallback must
fail CI; Gograph still publishes or retains the diagnostic artifact before
returning non-zero.
For precise builds blocked by unrelated directories, see
directory exclusions. Use the same --exclude-dirs
selection on gograph mcp startup; imported dependencies must still type-check.
For symlinked skills, v1.7.2 supports --exclude-dirs=.claude/skills: directory
links beneath that real directory are hidden from Go loading, without following
their targets. Linked Go inputs and metadata remain protected. See the
Codex MCP setup guide for registration and verification.
External consumers can validate one closed structural predicate without parsing human CLI output:
gograph version --json
gograph validate --repo /work/project --binding-json '{"schema_version":"gograph.binding.v1","predicate":"symbol_exists","subject":{"language":"go","kind":"symbol","id":"example.com/project/internal/auth::Authorize"},"required_precision":"ast"}' --json
The version and result schemas are gograph.version.v1 and
gograph.validation.v1; bindings use gograph.binding.v1. V1 supports only
symbol_exists, package_imports, call_edge_exists, and type_implements.
Validation is read-only and never builds or refreshes the graph. Exit 0 means
pass, exit 1 means a conclusively evaluated fail, and exit 2 means
cannot_evaluate or an invalid request.
Negative results require predicate-specific completeness: symbol and direct import absence need