code-intel

Local hybrid code search for your workspace, as a plugin for Claude Code, Cursor and GitHub Copilot (CLI and VS Code). It is the code intelligence from Claudinio Code, extracted into an MCP server so any agent can use it:

• tree-sitter symbols for 77 languages — functions, classes, methods, types, imports, and the call relations between them

• BM25 full-text (SQLite FTS5) over symbol names, signatures, code bodies, docs and paths

• MiniLM embeddings (all-MiniLM-L6-v2, ONNX, quantized, 23 MB) of every chunk

• hybrid ranking: reciprocal-rank fusion of the two, so an exact identifier and a description of behaviour both work

• a file watcher keeps the index current as you edit

Everything runs on your machine. The index and the model live in your OS cache directory, never inside the repository, and no code is sent anywhere.

Tools the agent gets

A code-intel skill ships with the plugin and teaches the agent when to reach for which tool instead of grep.

Related MCP server: Semantic Code Search MCP Server

Install

The plugin is the same repository for all three hosts; each reads its own manifest. Node ≥ 18 must be on PATH (all three hosts already need it). On first run the launcher downloads the binary for your platform from the matching GitHub Release and verifies it against SHA256SUMS.

Claude Code

/plugin marketplace add claudin-io/code-intel
/plugin install code-intel@claudinio

GitHub Copilot CLI

copilot plugin marketplace add claudin-io/code-intel
copilot plugin install code-intel@claudinio

VS Code (Copilot)

Add claudin-io/code-intel under Settings → Chat › Plugins: Marketplaces, or run Chat: Install Plugin From Source and point it at this repository.

Cursor

Cursor plugins install from the Cursor marketplace; until this plugin is listed there, add the server by hand (below).

Plain MCP (any client)

{
  "mcpServers": {
    "code-intel": {
      "command": "node",
      "args": ["/path/to/code-intel/bin/launcher.mjs"]
    }
  }
}

claude mcp add code-intel -- node /path/to/code-intel/bin/launcher.mjs does the same for Claude Code without the plugin. The server indexes the directory it is started in (or the client's MCP roots); --workspace <dir> and CODE_INTEL_WORKSPACE override that.

Platforms

The -baseline and darwin-x64 builds swap ONNX Runtime for the pure-Rust candle backend: same model, same vectors, slower.

Configuration

claudinio-code-intel index --workspace <dir> builds the index and exits — useful to warm a cache before an agent session.

Build from source

cargo build --release -p claudinio-code-intel-mcp
# pre-AVX2 machines:
cargo build --release -p claudinio-code-intel-mcp --no-default-features --features embeddings-candle

crates/code-intel is the library (usable on its own); crates/code-intel-mcp is the server. Tests: cargo test --workspace and npm test.

License

MIT — same as Claudinio Code. The embedding model is Xenova/all-MiniLM-L6-v2 (Apache-2.0), downloaded at first run and pinned by sha256.