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Smart Coding MCP

Smart Coding MCP is a JavaScript Model Context Protocol server that exposes semantic code search to AI assistants. It indexes a selected workspace using local AI embeddings and returns code chunks related to natural-language queries, combining semantic similarity with exact-match boosting. Its documented tools also support reindexing, cache clearing, workspace switching, status checks, and package-version lookup.

Explore the practical guide ↓

Independent OpenViST project profile, based on linked sources.

Smart Coding MCP — OpenViST project profile in MCP & Tooling.
OpenViST project illustration. See the linked sources for product details.
Understand the project

Practical overview

When it fits

Use it when repository navigation through exact keywords is insufficient and an MCP-compatible assistant needs meaning-based code retrieval from a configured workspace.

Who it is for

  • Developers using an MCP-compatible coding assistant to explore a repository.
  • Teams that want an assistant to find relevant code even when a query uses different terminology from the codebase.

Documented uses

  • Locate code by asking a conceptual question such as how authentication or database connections are handled.
  • Find related validation, error-handling, or API implementation patterns.
  • Reindex a workspace after substantial code changes or inspect indexing and model status.
  • Look up package versions from supported official registries.
Before you choose

Requirements & limits

The public GitHub repository identifies an MIT license. The README documents global npm installation and requires Node.js 18 or later.

  • It is an MCP server that extends a compatible assistant, not a standalone coding assistant.
  • The README lists client-specific setup guides and notes that workspace-folder variable support varies; some clients require absolute paths.
  • Local embedding settings include configurable dimensions and CPU, WebGPU, or automatic device selection.
  • The documented search combines semantic similarity with an exact-match boost, and code chunking can be configured for smart, AST, or line-based modes.

Check current requirements in the official documentation. Source-based guidance does not mean OpenViST has run or independently tested this project.

Source-based practical guide

Install and configure Smart Coding MCP

Add the server to an MCP-compatible coding assistant and point it at a project workspace.

Before you start

  • Node.js 18 or later
  • npm
  • An MCP-compatible client
  • A project workspace path

Steps

  1. Install the package globally with the command below.

    Documented command
    npm install -g smart-coding-mcp

  2. In the client's MCP configuration, add a server named smart-coding-mcp with command smart-coding-mcp and arguments --workspace followed by the project path.

  3. Use an absolute workspace path where the client does not support ${workspaceFolder}.

Expected outcome

The client configuration points to a Smart Coding MCP server and a selected codebase for semantic search.

Guide limitations

  • Workspace-folder variable support depends on the client; the README identifies Windsurf, Claude Desktop, OpenCode, Raycast, and Antigravity as requiring absolute paths.
  • The documented setup covers configuration; it does not establish that a particular client has connected successfully.
Documentation 1 ↗
Evidence and transparency

Sources & review

Official repository ↗
Source record details
Source availability
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Sources checked
14 October 2026
Original website title
omar-haris/smart-coding-mcp · Official homepage title · retained in its source language
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