Codex LSP Bridge (MCP)

Give Codex CLI IDE-grade semantic navigation by exposing Language Server Protocol (LSP) features as MCP tools.

What you get

• Go to definition / type definition / find references

• Hover / signature help / call hierarchy

• Document symbols / workspace symbols

• Code actions (autofix/refactors) / format document

• Works across Python, Rust, C/C++, TypeScript/JavaScript/Node, React (JSX/TSX), HTML, CSS/SCSS/Less

• One endpoint: http://127.0.0.1:8000/mcp (Streamable HTTP) or stdio

Related MCP server: VSCode Language Server MCP Extension

Quickstart

1) Install this bridge

# from the repo root
pip install -e .

2) Install language servers

On Debian/Ubuntu you can run ./install.sh to install all supported language servers.

Python (pick one)

pip install basedpyright   # provides basedpyright-langserver
# OR
npm i -g pyright           # provides pyright-langserver

Rust

rustup component add rust-analyzer

C/C++

# install clangd via your platform (llvm package)
clangd --version

TypeScript/JavaScript/Node/React

npm i -g typescript typescript-language-server

HTML/CSS

npm i -g vscode-langservers-extracted

3) Run the server

codex-lsp-bridge serve --config ./config/default.toml --host 127.0.0.1 --port 8000

4) Connect Codex CLI

Edit ~/.codex/config.toml (HTTP):

experimental_use_rmcp_client = true

[mcp_servers.lsp_bridge]
url = "http://127.0.0.1:8000/mcp"

Or use the Codex CLI helper:

codex mcp add lsp_bridge --url http://127.0.0.1:8000/mcp

Using it effectively

Prompt pattern:

When navigating or refactoring code, always use LSP tools instead of text search.

Example:

codex "Find all references to UserRepository and rename it to AccountRepository. Use LSP rename_symbol first."

Note: line/column positions are 0-indexed. Tip: if line/column might be off, pass fuzzy=true (and optionally fuzzy_radius) to position-based tools.

LSP tool coverage

Core tools:

• go_to_definition, type_definition

• find_references, rename_symbol

• hover, signature_help

• document_symbols, workspace_symbols

• code_action, format_document

• call_hierarchy, diagnostics, wait_for_diagnostics, lsp_bridge_status

• resolve_symbol (fuzzy name-based lookup)

Smoke test (no file changes)

You can run a quick LSP smoke test against any file:

python scripts/lsp_smoke_test.py --file /abs/path/to/file.py --line 10 --column 5

Add --call-hierarchy if you want to test call hierarchy responses.

Install language servers (Debian/Ubuntu)

If you are on Debian/Ubuntu, you can use the provided script:

./install.sh

This installs:

• basedpyright (Python)

• ruff + ruff-lsp (Python lint/autofix)

• rust-analyzer (Rust)

• clangd (C/C++)

• typescript-language-server + typescript (TS/JS/React)

• vscode-html-language-server + vscode-css-language-server (HTML/CSS)

• eslint (JS/TS lint)

Note: some commands may land in ~/.local/bin or ~/.cargo/bin. Ensure those are on PATH for the user that runs the bridge.

Config

See config/default.toml. It maps file extensions to language server commands.

For Python, config/default.toml also enables stronger type checking settings and excludes large folders like .venv to keep the LSP responsive.

You can point the bridge to a config file via:

export CODEX_LSP_BRIDGE_CONFIG=/path/to/config.toml

MCP setup (HTTP vs stdio)

HTTP (bridge runs separately):

experimental_use_rmcp_client = true

[mcp_servers.lsp_bridge]
url = "http://127.0.0.1:8000/mcp"

Stdio (Codex spawns the bridge, no HTTP):

[mcp_servers.lsp_bridge]
command = "/absolute/path/to/codex-lsp-bridge"
args = ["serve", "--transport", "stdio", "--config", "/absolute/path/to/config/default.toml"]

Multi-project behavior

• Each tool call includes a file_path.

• The bridge detects the workspace root by walking upward from that file and looking for markers like .git, package.json, Cargo.toml, etc.

• It starts an LSP per (language, workspace_root) so multiple repos do not contaminate each other.

• Absolute paths are recommended; relative paths resolve against the bridge's default_root.

You can also force a workspace root by passing workspace_root to any file-based tool call.

Autofix + lint + strong types

The code_action tool returns quick fixes and refactors when a language server supports them. For best results per language:

• Python: basedpyright/pyright for types. For lint+autofix, consider switching to ruff-lsp or pylsp with ruff/black plugins.

• TypeScript/JavaScript: types come from typescript-language-server and your tsconfig.json (use strict: true for strong types). For lint/autofix, use ESLint and its LSP server.

• Rust: rust-analyzer provides strong types and code actions (e.g., import/quickfix).

• C/C++: clangd provides diagnostics and some fixes; accuracy depends on compile_commands.json.

System prompt snippet

See SYSTEM_PROMPT_SNIPPET.md for a short snippet you can append to your AI system prompt so it always prefers LSP tools.

Security notes

• Local is safest: the bridge reads your repo files and launches local binaries.

• If you deploy remotely, only do so where the server has access to the same repo and protect it with auth.