codegraphcontext
- Repo stars 3,585
- Author updated Live
- Author repo CodeGraphContext
- Domain
- Other
- Compatible agents
-
- Claude Code
- Cursor
- Cline
- Codex
- Windsurf
- Gemini CLI
- +20
- Trust score
- 88 / 100 · community maintained
- Author / version / license
- @CodeGraphContext · no license declared
- Token usage
- Lean
- Setup complexity
- Plug-and-play
- External API key
- Not required
- Operating systems
- Unspecified (assume cross-platform)
- Runtime requirements
- No special requirements
- Permissions
-
- Read-only
- Write / modify
- Env read
- Network behavior
- Local-only
- Install commands
- 26 variants
Profile is derived at build time from SKILL.md and install vectors. Subject to drift from author intent.
Heads up: 未限定 allowed-tools,默认拥有全部工具权限。
---
name: codegraphcontext
description: >- runs entirely locally. Works with Claude Code, Cursor, Cline and 23 more.
category: other
runtime: no special runtime
---
# codegraphcontext output preview
## PART A: Task fit
- Use case: >- runs entirely locally. Works with Claude Code, Cursor, Cline and 23 more..
- Inputs: target material, constraints, expected output, and acceptance criteria.
- Evidence boundary: follow “When to use this skill / Core workflow / MCP setup (short)” and do not present inference as author intent.
## PART B: Execution result
- **01** The card summarizes the use case; runtime output centers on “>- runs entirely locally. Works with Claude Code, Cursor, Cline and 23 more.”.
- **02** When the source has headings, the agent prioritizes “When to use this skill / Core workflow / MCP setup (short)” so the result follows the author’s structure.
- **03** Typical output includes task judgment, concrete steps, required commands or file edits, validation, and follow-up options.
- **04** Risk context follows the fingerprint: read files, write/modify files, read environment variables; mostly runs locally; usually needs no extra API key.
## Running Rules
- read files, write/modify files, read environment variables; mostly runs locally; usually needs no extra API key.
- Validate with a small sample before expanding scope.
- Return the result, validation criteria, and next iteration options. The source does not require a stable slash command. After installation, invoke the skill by name and describe the task.
Name target files or source material, expected output, forbidden changes, and whether network or shell access is allowed. Permission fingerprint: read files, write/modify files, read environment variables.
Start with a small task and check whether the result follows “When to use this skill / Core workflow / MCP setup (short)”. Inspect diffs, logs, previews, or tests before expanding scope.
Confirm the final output includes a concrete result, evidence, and next action. If it stays generic, tighten inputs, boundaries, and acceptance criteria.
---
name: codegraphcontext
description: >- runs entirely locally. Works with Claude Code, Cursor, Cline and 23 more.
category: other
source: CodeGraphContext/CodeGraphContext
---
# codegraphcontext
## When to use
- >- CodeGraphContext (CGC) When to use this skill Indexing or re-indexing a codebase for AI or CLI queries. Explaining…
- Use it when the task has clear inputs, repeatable steps, and validation criteria.
## What to provide
- Target material, scope, expected result, and forbidden changes.
- Whether network, commands, file writes, or external services are allowed.
## Execution rules
- Organize steps around “When to use this skill / Core workflow / MCP setup (short)” and keep inference separate from source facts.
- read files, write/modify files, read environment variables; mostly runs locally; usually needs no extra API key.
- Validate with a small sample before expanding the task.
## Output requirements
- Return the deliverable, key evidence, validation method, and next action.
- Mark missing information as unknown; do not invent commands, platforms, or dependencies. The author source anchors workflow facts; repository files anchor sources and commands; Fluxly only adds fit, limitations, and quality judgment.
skill "codegraphcontext" {
input -> user goal + target files + boundaries + acceptance criteria
context -> When to use this skill / Core workflow / MCP setup (short)
rules -> SKILL.md triggers / order / output contract
runtime -> no special runtime | read files, write/modify files, read environment variables | mostly runs locally
guardrails -> usually needs no extra API key + small-sample validation + diff/log review
output -> copyable result + checklist + next iteration
} CodeGraphContext (CGC)
When to use this skill
- Indexing or re-indexing a codebase for AI or CLI queries.
- Explaining how to install and run
cgc, choose a database backend, or wire MCP into an editor. - Interpreting CGC tools:
codegraph_find_code,analyze_code_relationships,add_code_to_graph, etc.
Core workflow
- Install:
pip install codegraphcontext(orpipx install codegraphcontext). With uv,uv tool install codegraphcontextoruvx codegraphcontext …is supported; if a parser fails withModuleNotFoundError: tree_sitter_c_sharp, run with an explicit extra package, e.g.uvx --with tree-sitter-c-sharp codegraphcontext …. - Configure: Optional
~/.codegraphcontext/.envforDEFAULT_DATABASE, Neo4j URI, or Kùzu path. Runcgc doctorif connections fail. - Index: From the repo root,
cgc index .(orcgc index --force .to rebuild). Ensure CLI and MCP use the same config so they see the same graph. - Query: CLI (
cgc find,cgc query, …) or MCP tools aftercgc mcp setup/cgc mcp startin the client config.
MCP setup (short)
- Run
cgc mcp setupand pick the editor, or add a server entry that runscgcwith argsmcpstartand the same env as the CLI. - OpenCode: Follow the vendor MCP docs for registering a stdio server, then point the command at
cgcwith argumentsmcp,start(same as other editors). Official OpenCode MCP overview: OpenCode MCP servers.
Agent behavior
- Prefer indexing the workspace before deep graph queries if the user has not indexed yet.
- For fuzzy symbol search on Kùzu/Falkor backends, matching is typo-tolerant (edit distance); on Neo4j, full-text fuzzy uses Lucene-style terms—preserve original casing in queries when fuzziness matters for camelCase symbols.
- If
Repository.pathis missing in the DB, that row is skipped for path checks and a warning is logged when repositories are listed; suggest cleaning staleRepositorynodes (see Neo4j example in logs) if it keeps happening.
References in this repo
- CLI entry:
codegraphcontext.cli.main - MCP server and tool wiring:
codegraphcontext.server,tool_definitions.py - User-facing setup detail:
docs/docs/setup_workflows.md,docs/docs/guides/mcp_guide.md - Published copy of this skill (for docs / GitHub):
docs/docs/agent_skill_codegraphcontext.md
Decide Fit First
Design Intent
How To Use It
Boundaries And Review