The vex README already maintains a canonical CLAUDE.md integration snippet, so embedding it here would duplicate and drift. Instead, link to upstream and list the five additions worth keeping locally: MCP server line, skip-vex rule, subagent reminder, auto_update accuracy fix, and the --semantic ONNX download caveat.
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Claude Code Tools & Extensions
Useful tools, plugins, and extensions for Claude Code.
MCP Servers
MCP (Model Context Protocol) servers are external processes that provide tools to Claude Code via a standardized protocol. They run alongside your session and extend Claude's capabilities.
Context7
Up-to-date documentation and code examples for any library, available directly in your Claude Code session.
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Website: https://context7.com/
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Setup:
claude mcp add --scope user --transport http context7 https://mcp.context7.com/mcp --header "CONTEXT7_API_KEY: <YOUR_API_KEY>" -
Note: API key can be created for free after signing in at context7.com
code-review-graph
Builds a Tree-sitter–based structural graph of the codebase (callers, callees, imports, tests, blast radius) and exposes it as an MCP server. Lets Claude scope reviews to the minimal affected set instead of scanning whole projects — the project README reports ~8x fewer tokens on code reviews and up to ~49x on daily tasks.
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Repository: https://github.com/tirth8205/code-review-graph
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Setup:
pip install code-review-graph code-review-graph install # auto-configures Claude Code / Cursor / WindsurfThen restart the editor and build the graph for the current repo via the
build_or_update_graph_tool. -
Languages: 23+ including Python, TypeScript/JavaScript, Go, Rust, Java, plus Jupyter notebooks.
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Key tools:
detect_changes,get_review_context,get_impact_radius,get_affected_flows,query_graph,semantic_search_nodes,get_architecture_overview.
VS MCP Server (Visual Studio)
Visual Studio 2022/2026 extension that exposes the IDE itself over MCP — solutions/projects, document I/O, editor navigation, build status, debugging (breakpoints, stepping, variable inspection), error list, and window control. Useful when working on .NET/C++ solutions where Claude Code needs to drive the actual Visual Studio session rather than just edit files on disk.
- Marketplace: https://marketplace.visualstudio.com/items?itemName=CodingWithCalvin.VS-MCPServer
- Setup: Install from Extensions → Manage Extensions in Visual Studio (search "MCP Server"), or download the
.vsix. Start via Tools → MCP Server → Start Server (defaults tohttp://localhost:5050). - Note: This is a Visual Studio extension, not VS Code — despite the
marketplace.visualstudio.comURL, which hosts both.
Skills (Slash Commands)
Skills are a different extension mechanism from MCPs. They are prompt-based extensions invoked via /skill-name commands directly within Claude Code — no external server required.
Installing .skill packages
Skills are distributed as .skill files (ZIP archives containing a SKILL.md and optional scripts).
Manual extraction (works everywhere, including VS Code extension):
# Python one-liner
python -c "import zipfile; zipfile.ZipFile('my-skill.skill').extractall('$HOME/.claude/skills')"
Skills are extracted into ~/.claude/skills/<skill-name>/. They become available in the next Claude Code session.
AST Index
Fast code search skill for Claude Code — find classes, symbols, usages, implementations, and more across large codebases using AST parsing.
- Repository: https://github.com/defendend/Claude-ast-index-search
- Usage: Invoke with
/ast-indexor related commands like "find class", "search for symbol", etc.
vex
Fast hybrid code search — combines tree-sitter AST parsing, FST symbol lookup, BM25 body search, and optional ONNX semantic embeddings. Ships as a CLI (vex search, vex usages, vex callers, vex similar, vex duplicates, vex pattern, etc.) plus an optional MCP server (vex-mcp) that exposes the same operations to Claude Code as ~17 structured tools. Useful as a peer or replacement for AST Index when you want semantic / concept-level search in addition to exact symbol lookup.
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Repository: https://github.com/tenatarika/vex
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Languages: 18+ via tree-sitter — Python, TypeScript/JavaScript, Go, Rust, Java, Kotlin, C#, Ruby, Swift, C++, PHP, Bash, Lua, CSS, HTML, YAML, TOML, SQL, Markdown.
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Install (Linux/macOS):
brew tap tenatarika/tap && brew install vexLatest release also ships prebuilt tarballs for
linux-x86_64anddarwin-aarch64. -
Install (Windows — build from source, ~3 min):
As of v1.5.0 there is no prebuilt Windows binary in the release assets, so a Rust toolchain (≥1.80) is required:
git clone https://github.com/tenatarika/vex.git "$HOME/Documents/vex" cd "$HOME/Documents/vex" cargo build --release --workspace cp target/release/vex.exe target/release/vex-mcp.exe "$HOME/.cargo/bin/"~/.cargo/bin/(i.e.%USERPROFILE%\.cargo\bin) is already on PATH on any system withcargoinstalled, so both binaries become globally callable immediately. -
Per-project bootstrap:
cd <your-project> vex init # creates .vex.toml vex index --path . # plain index, sub-second, no downloads # or, for semantic / concept-level search: vex index --path . --semantic # downloads ~86 MB ONNX model on first runRecommended
.vex.tomlfor serious use:semantic = true # enable meaning-based search (vex similar, vex duplicates, --semantic queries) auto_update = true # incrementally refresh the index before each search -
Register
vex-mcpwith Claude Code (user scope — available across all projects):# Windows claude mcp add vex -s user -- "$HOME/.cargo/bin/vex-mcp.exe" # macOS / Linux claude mcp add vex -s user -- "$HOME/.cargo/bin/vex-mcp"vex-mcpdefaultsVEX_ROOTto the current working directory, so a single global registration works for every project — individual tool calls can also override per-call via aproject_rootargument. -
Key commands / MCP tools:
search(symbol + semantic),show(full body),usages,callers,callees,implementations,outline,pattern(ast-grep–style structural match),similar(semantic, requires--semanticindex),duplicates,status,grep(regex fallback, no index needed),update(incremental reindex). -
Wire it into
CLAUDE.md(recommended):Installing the binaries and building an index isn't enough — Claude won't reliably prefer
vexoverGrep/Readunless aCLAUDE.mdtells it to.Start from upstream, don't duplicate. The vex README maintains a canonical
CLAUDE.mdsnippet — seeREADME.md→ "CLAUDE.md Integration". Paste it into your global~/.claude/CLAUDE.md(applies to every project) or a project-local./CLAUDE.md(overrides global per repo).Then graft on these local additions — they go beyond what upstream covers and are worth keeping wherever you install vex:
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MCP server line — add this near the top of the snippet so Claude knows the MCP route exists:
Equivalent MCP tools are also available via the
vexMCP server when registered (claude mcp add vex -s user) — prefer them inside a Claude Code session for cheaper token output; use the Bash CLI from subagents, hooks, and scripts. -
Skip-vex rule — add to the Rules block:
Skip vex for non-code text — config files (YAML/JSON/TOML), docs, log strings, free-form prose — and for files in languages vex doesn't parse. Fall back to the next tool in the priority chain that's actually capable for the case (typically Grep/Glob for free-form text).
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Subagent reminder — add to the Rules block:
Subagents (Plan/Explore/general-purpose) don't inherit project CLAUDE.md or the parent's MCP toolset — explicitly tell them in the prompt to use
vexvia Bash for code search. -
auto_updateaccuracy fix — upstream says "Runvex updateafter modifying source files ifauto_updateis not enabled." Withauto_update = trueit runs before each search, so during a Claude session the manual update is rarely needed. Reword as:Run
vex updatemanually after editing only ifauto_update = false; withauto_update = true, vex auto-refreshes before each search. -
--semanticcost note — append to thevex index --semanticline in the Indexing block:downloads ~86 MB ONNX model on first run, enables
vex search --semantic,vex similar,vex duplicates.
When to put it in global vs project CLAUDE.md:
- Global (
~/.claude/CLAUDE.md) — preferred default oncevex-mcpis registered at user scope. Vex becomes the recommendation for every project as soon as the index is built. - Project-local (
./CLAUDE.md) — for overrides (different fallback chain, monorepo-specific--filterpaths, language-specific--kinddefaults, or excluding vex on repos where it isn't set up).
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Packaged Skills
Packaged .skill files available in the skills/ directory:
- dolgolyov-dev-facts — Sync local project configuration with the central claude-code-facts knowledge base.
- dolgolyov-git-release-publisher — Generate release notes and push release tags for repos hosted on Gitea or GitHub. Runs pre-release checks (tests / lint / typecheck), pre-flight guards (branch, remote sync, duplicate tag, dirty tree), and post-tag CI watch. Supports
RELEASE_NOTES.mdoverwrite orCHANGELOG.mdprepend modes and prerelease versions (-rc.N,-beta.N,-alpha.N). - feature-planner — Plan and develop complex features using a structured, phase-based workflow with git integration, Markdown plans, review gates, and controlled merging.
Toolkits
Everything Claude Code (ECC)
A comprehensive collection of skills, rules, agents, and hooks for Claude Code.
- Repository: https://github.com/affaan-m/everything-claude-code
- Setup guide: ecc-setup-guide.md