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Vasilevsky","email":"anvanster@gmail.com"},"license":"Apache-2.0","homepage":"https://github.com/codegraph-ai/CodeGraph#readme","keywords":["mcp","model-context-protocol","code-intelligence","code-graph","ai","claude","cursor","copilot"],"repository":{"type":"git","url":"git+https://github.com/codegraph-ai/CodeGraph.git"},"description":"CodeGraph MCP server — cross-language code intelligence with 42 tools, 38 languages","maintainers":[{"name":"anvanster-personal","email":"anvanster@gmail.com"}],"readme":"# CodeGraph MCP Server\n\nCross-language code intelligence for AI agents — 42 tools, 38 languages, persistent memory, documentation intelligence, one-call PR review.\n\n## Install\n\n```bash\nnpm install -g @astudioplus/codegraph-mcp\n```\n\nThe analysis engine is not bundled in the package.\nInstall downloads the engine built for your platform from its GitHub release -\ntagged with the *engine's* version, which an npm-only patch release does not\nmove - and verifies it against the published `.sha256` before installing it\n(on Windows the ONNX Runtime sidecar comes with it).\n\nA failed download never fails the install, because the CLI, the hooks and the\ndocs all still work - it prints a warning instead. Retry it with:\n\n```bash\nnpx codegraph-mcp-fetch-engine          # --force re-downloads an engine that is already present\n```\n\nFor air-gapped machines, or if you vendor the binary yourself, set\n`CODEGRAPH_SKIP_BINARY_FETCH=1` to skip the download and supply the engine one\nof two ways:\n\n- place it at `<package>/bin/codegraph-server-<platform>-<arch>` (`.exe` on\n  Windows) - the path `codegraph-mcp` launches by default; or\n- point `CODEGRAPH_SERVER_PATH` at the engine wherever it already lives. This\n  wins over the bundled path, and `codegraph-mcp` fails with a clear message\n  rather than falling back if nothing is there.\n\n## Usage\n\n### Claude Code\n\nAdd to `~/.claude.json`:\n\n```json\n{\n  \"mcpServers\": {\n    \"codegraph\": {\n      \"command\": \"codegraph-mcp\",\n      \"args\": []\n    }\n  }\n}\n```\n\n### Cursor / Windsurf / Cline / Other MCP clients\n\nSame config — the `codegraph-mcp` command starts the server in MCP (stdio) mode.\n\n### Options\n\nPass flags after `--`:\n\n```json\n{\n  \"mcpServers\": {\n    \"codegraph\": {\n      \"command\": \"codegraph-mcp\",\n      \"args\": [\"--workspace\", \"/path/to/project\", \"--exclude\", \"vendor\"]\n    }\n  }\n}\n```\n\nLeave the transport out of `args`: `codegraph-mcp` already puts the engine in\nMCP (stdio) mode, so `--mcp`, `--stdio` and `--connect` are dropped from\nwhatever the client passes rather than forwarded twice.\n\n| Flag | Default | Description |\n|------|---------|-------------|\n| `--workspace <path>` | current dir | Directories to index (repeatable) |\n| `--exclude <dir>` | — | Directories to skip (repeatable) |\n| `--embedding-model <model>` | `bge-small` | `bge-small`, `jina-code-v2`, `granite-97m` (32K, multilingual), or `static` (model2vec, ~100× faster indexing, ~90% of BGE quality; needs a local model dir - this install downloads one to `~/.codegraph/static_models/jina-code-static-256`, or point `CODEGRAPH_STATIC_MODEL` elsewhere) |\n| `--max-files <n>` | 5000 | Maximum files to index |\n| `--profile <name>` | `all` | Scope tool surface: `core` (8), `graph` (17), `memory` (14), `security` (pro), `all` (42) |\n| `--graph-only` | off | Skip embeddings — graph + structural tools only. No ONNX model load, 10-50× faster indexing. For CI / one-shot graph queries. |\n| `--run-tool <name>` | — | One-shot: index, run a single tool, print result, exit. No MCP handshake. Pair with `--tool-args '<json>'`. |\n\n### Troubleshooting: embeddings disabled / \"Memory manager not initialized\"\n\nBefore loading the ONNX embedding model, the server checks available memory and\nruns graph-only if under ~1.5 GB, so an OOM-kill can't take down the process.\nIf that check misfires, `index_markdown`, `search_docs`, `memory_*`, and\nsemantic search are unavailable while graph-only tools keep working.\n\n- A reading of `0 MB available` is treated as a detection failure and the model\n  loads anyway.\nOn macOS, reclaimable memory is parked in inactive/speculative/purgeable pages\nthat some memory readers don't count as free, so a healthy Mac can report 0.\n- If embeddings stay disabled even though the machine has plenty of free RAM,\n  set `CODEGRAPH_SKIP_MEMORY_CHECK=1` (also accepts `true`/`yes`) to bypass the\n  check entirely.\n\nBoth apply in MCP mode and one-shot `--run-tool` mode.\n\n### Agent rules (recommended)\n\nPre-configured rule files that teach your AI agent to use CodeGraph tools before falling back to grep / multi-file reads:\n\n→ **[codegraph-rules-for-agents](https://github.com/codegraph-ai/codegraph-rules-for-agents)**\n\n### GitHub Action — automatic PR review\n\nGet a code-graph analysis comment on every PR — blast radius, test gaps,\nstale docs, suggested reviewers. Runs **graph-only** (no embeddings, no\nAPI keys, just `GITHUB_TOKEN`). The core invocation:\n\n```bash\ncodegraph-server --graph-only \\\n  --run-tool codegraph_pr_context \\\n  --tool-args '{\"baseBranch\":\"main\",\"format\":\"markdown\"}'\n```\n\nThis prints a ready-to-post markdown PR comment. A copy-paste workflow\ntemplate lives at [`.github/workflows/codegraph-pr.yml`](https://github.com/codegraph-ai/CodeGraph/blob/main/.github/workflows/codegraph-pr.yml) in the main repo.\n\n### Optional: automatic context injection in Claude Code\n\nInstall a PreToolUse hook that nudges Claude to fetch graph context (`get_edit_context`, `analyze_impact`) before editing source files in indexed workspaces. Skips non-source files and ad-hoc edits silently. Never blocks tool calls.\n\n```bash\nnpx codegraph-mcp-install-hooks         # interactive prompt\nnpx codegraph-mcp-install-hooks --dry   # preview the change\nnpx codegraph-mcp-install-hooks --force # skip prompt\nnpx codegraph-mcp-install-hooks --uninstall\n```\n\n## Tools (42)\n\n**Analysis** (11): `get_ai_context`, `get_edit_context`, `get_curated_context`, `analyze_impact`, `analyze_complexity`, `find_circular_deps`, `find_hot_paths`, `find_dead_imports`, `get_module_summary`, `search_by_pattern`, `search_by_error`\n\n**PR review** (1): `pr_context` — one-call PR analysis: blast radius, test gaps, stale docs, commit hint, suggested reviewers. Supports `format:\"markdown\"` for ready-to-post CI comments.\n\n**Navigation** (13): `symbol_search`, `get_callers`, `get_callees`, `get_detailed_symbol`, `get_symbol_info`, `get_dependency_graph`, `get_call_graph`, `find_by_imports`, `find_by_signature`, `find_entry_points`, `find_implementors`, `find_related_tests`, `traverse_graph`\n\n**Memory** (7): `memory_store`, `memory_get`, `memory_search`, `memory_context`, `memory_list`, `memory_stats`, `memory_invalidate`\n\n**Documentation** (7): `index_markdown`, `search_docs`, `list_doc_sources`, `remove_doc_source`, `verify_design`, `design_gaps`, `generate_architecture_doc`\n\n**Indexing** (3): `reindex_workspace`, `index_files`, `index_directory`\n\nAll tool names are prefixed with `codegraph_` (e.g. `codegraph_symbol_search`).\n\n## Languages (38)\n\n**Systems**: C, C++, Rust, Zig, Objective-C  \n**JVM**: Java, Kotlin, Scala, Groovy, Clojure  \n**Web/Scripting**: TypeScript/JS, Python, Ruby, PHP, Perl, Lua, Elixir, Elm  \n**Web/Style**: CSS  \n**Mobile**: Swift, Dart  \n**Functional**: Haskell, OCaml, Julia, Erlang  \n**Enterprise**: C#, COBOL, Fortran, Go  \n**Blockchain**: Solidity  \n**Shell/Config**: Bash, HCL/Terraform, TOML, YAML, Dockerfile  \n**Hardware**: Verilog/SystemVerilog, Tcl  \n**Data Science**: R\n\n## Telemetry\n\nAnonymous usage telemetry helps improve CodeGraph. Events tracked: tool invocations (name + duration), startup, errors. No file paths, code content, or PII is ever sent.\n\nOpt out: set `CODEGRAPH_TELEMETRY=off` in your environment.\n\n## License\n\nApache-2.0 — [GitHub](https://github.com/codegraph-ai/CodeGraph)\n","readmeFilename":"README.md"}