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
{
"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 229 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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⚠️ Third-Party Software Notice
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.
Any security checks, ratings, or warnings displayed by SkillsLLM are automated and limited in scope. They do not constitute a security certification or guarantee that the software is safe, error-free, or free from malicious code, vulnerabilities, compromised dependencies, or prompt-injection risks.
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.
Automated security scan — not a certification.
Symbol queries accept path/to/file.go:Name, including
path/to/file.go:Receiver.Method, or an import-qualified file path when a short
name is ambiguous. source prints exact selectors for ambiguous matches.
Supported declaration tools and named exceptions are listed in
the selector contract.
Queries include struct fields; query --no-tests excludes test-file rows.
Precise mutation queries recover the type of fields assigned on returned values.
Routes retain constant and unresolved path registrations; precise builds resolve
constants across packages, including net/http method patterns.
tests --transitive --files-only prints unique file paths, matching the files in
the MCP transitive report.
Graph-state output and capabilities expose freshness_context: CLI freshness
checks use the querying process's Go context, including GOFLAGS; MCP uses its
startup context and explicit tags. A context mismatch remains stale, even when
source bytes have not changed. No environment values are printed.
Precise indexes include package-level constant references in usages and query,
including comparisons, switch cases, composite values, and function arguments.
Typed enum-like constants retain their declaration identity; local shadows are excluded.
query labels these reference sites as usage rows. AST-only graphs do not
claim type-resolved constant usages.
review uses the same test attribution as context. Rebuild after upgrading.
review --uncommitted includes deleted declarations from changes --git HEAD
and explicitly leaves historical callers, tests and risk unevaluated. Other
current-graph traversal commands retain their deletion refusal. Builds explain
when an enclosing Git repository ignores the requested directory.
Uncommitted plan/review skip blank-identifier declarations such as
var _ I = (*T)(nil) during symbol traversal. Review keeps their declaration
evidence and names the limit; changes --git HEAD still lists them.
Session audits list invocation errors separately from operational failures and exclude them from compliance scoring. Composability measures the mix of composed and raw query commands; it does not measure answer correctness or token savings.
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, reclaim