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Token-efficient code review knowledge graph: semantic search and call-graph resolution.

Connector by n24q02m · GitHub account verified by the MCP Registry

IndexedApache-2.0Local (stdio)★ 76
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Install

Works with Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.

npx agentmarket install connector/n24q02m-crg

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Token-efficient code review knowledge graph: semantic search and call-graph resolution.

Use cases: code-review, security-scanning

No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this server can do and what it asks for, from its tool list, install config and code. Checked Oct 25, 2026.

Tools
3 read · 3 write · 0 delete
Secrets
2 (API keys, tokens or passwords)
Install scripts
None found
Runs as
Python package

Tools by what they do 6

Read from the source code; the running server may list different tools.

Read 3 · Look things up without changing anything.

  • help
  • query
  • review

Write 3 · Create, change, send or run things.

  • config
  • graph
  • security

Secrets and settings it asks for

Secrets: values you paste in that let it act as you.

  • HULL_CHAT_API_KEY
  • HULL_EMBED_API_KEY

Other settings (environment variables or headers).

  • EMBEDDING_BACKEND
  • EMBEDDING_MODELS
  • LOCAL_EMBEDDING_DIM
  • LOCAL_EMBEDDING_MODEL
  • LOCAL_EMBEDDING_MODEL_FILE
  • LOCAL_EMBEDDING_NORMALIZE
  • LOCAL_EMBEDDING_POOLING
  • LOCAL_RERANK_MODEL

Network hosts it talks to 5

  • crg.n24q02m.dev · found in code
  • github.com · found in code
  • graphml.graphdrawing.org · found in code
  • json.schemastore.org · found in code
  • openrouter.ai · found in code

Files it touches

  • Your home directory (~)
  • ~/.crg
  • C:\\foo
  • Any path the agent passes to its tools

Tools (6)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

  • configConfig

    Server configuration, status, and model-cell setup. Actions: status (show state), set (key, value -- keys: log_level), cache_clear (wipe embeddings), setup_status (state + configured model cells), setup_start (where the host configures keys), setup_skip (local mode), setup_reset (reset to local), setup_complete (re-resolve from host config). Use `help` tool for full docs.

  • graphGraph

    Build and manage the code knowledge graph. Actions: build (full_rebuild, base, repo_root), update (base, repo_root), stats (repo_root), embed (repo_root), export (format, output_path, repo_root), import (import_path, repo_root), summarize (max_nodes, repo_root). Use `help` tool for full docs.

  • helpHelpread-only

    Get full documentation for any tool. Topics: graph | query | review | config | security | recipes. Use when compressed descriptions are insufficient.

  • queryQueryread-only

    Query the code knowledge graph for relationships, search, and impact analysis. Actions: query (pattern, target), search (search_query), impact (changed_files|base), large_functions (min_lines), spot_check (n -- random callsite snippets from last callers_of/callees_of/inheritors_of/importers_of result), renamed_in_diff (base -- symbols whose callsite line shifted vs base ref), diff (from_sha, to_sha -- nodes added/removed/modified between two commit SHAs). Use `help` tool for full docs.

  • reviewReviewread-only

    Generate token-efficient review context for code changes. Actions: context (default — auto-detects changed files from git diff, returns structural summary, impacted nodes, source snippets, and review guidance), delta (from_sha, to_sha — wraps the `query.diff` buckets and, when show_line_shifts=true, surfaces qualified_names whose line_start moved between the two commits for refactor auditing). Context params: changed_files (auto), max_depth=2, include_source=true, max_lines_per_file=200, base='HEAD~1', repo_root (auto). Delta params: from_sha, to_sha, show_line_shifts=false, repo, repo_root. U…

  • securitySecurity

    Security scanning over the code knowledge graph. Actions: scan (engine='heuristic'|'semgrep', repo_root), report (format='json'|'sarif', repo_root), suppress (rule_id, remove=false, repo_root), rule_list (engine='heuristic'|'semgrep'). Use `help` tool for full docs.

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    Stars
    76
    Forks
    10
    Open issues
    1
    Contributors
    10
    Weekly downloads
    600
    Last commit
    Oct 23, 2026 (5 days ago)
    Last release
    Oct 6, 2026 (22 days ago)
    Last package publish
    Oct 6, 2026 (22 days ago)

    From GitHub (fetched Oct 24, 2026) and the package registry.

    Details

    Registry name
    io.github.n24q02m/crg
    Version
    3.30.0
    Auth
    API key
    License
    Apache-2.0
    First seen
    Oct 24, 2026
    Last checked
    Oct 24, 2026

    More from n24q02m

    Cite this page

    Crg MCP server. Agent Mart. https://agentmart.dev/connectors/n24q02m-crg (last updated 2026-10-24)