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semantic-search-mcp-server

semantic-search-mcp-server

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github.com/jingchun19Memory & Knowledge0Updated 77w ago

About semantic-search-mcp-server

semantic-search-mcp-server is an MCP server built with mcp-framework for Claude Desktop users who need semantic search. Its tools can be extended by developers using the framework's CLI.

Key features

  1. 01Semantic search for Claude Desktop
  2. 02Built with mcp-framework
  3. 03Extensible tool structure
  4. 04CLI-based tool scaffolding

Use cases

  1. 01Adding semantic search to Claude Desktop
  2. 02Extending the server with custom tools

MCP support

It exposes tools to MCP clients as an MCP server. The README describes Claude Desktop configuration and adding tools through mcp-framework.

Configuration

Local server config is the same for every client. Copy it into your client’s MCP config file.

No install method listed yet

We haven’t collected a package or remote endpoint for this server. Follow the instructions in the project README.

Repository

Tools

No tool list yet

Local servers expose tools only once running on your machine, and the maintainer has not provided a tool list.

Details

From the project README

semantic-search-mcp-server

A Model Context Protocol (MCP) server built with mcp-framework for enhancing Claude Desktop with semantic search capabilities.

Documentation

For detailed setup instructions and usage:

  • User Guide - Step-by-step setup instructions for Claude Desktop users
  • Developer Guide - Technical information for developers working on or extending this server

Quick Start

# Install dependencies
npm install

# Build the project
npm run build

Project Structure

semantic-search-mcp-server/
├── src/
│   ├── tools/        # MCP Tools
│   │   └── ExampleTool.ts
│   └── index.ts      # Server entry point
├── Userguide.md      # Setup guide for Claude Desktop users
├── DeveloperGuide.md # Technical guide for developers
├── package.json
└── tsconfig.json

For Developers

The sections below contain technical information for those who want to modify or extend the server.

Adding Components

The project comes with an example tool in src/tools/ExampleTool.ts. You can add more tools using the CLI:

# Add a new tool
mcp add tool my-tool

# Example tools you might create:
mcp add tool data-processor
mcp add tool api-client
mcp add tool file-handler

Tool Development

Example tool structure:

import { MCPTool } from "mcp-framework";
import { z } from "zod";

interface MyToolInput {
  message: string;
}

class MyTool extends MCPTool<MyToolInput> {
  name = "my_tool";
  description = "Describes what your tool does";

  schema = {
    message: {
      type: z.string(),
      description: "Description of this input parameter",
    },
  };

  async execute(input: MyToolInput) {
    // Your tool logic here
    return `Processed: ${input.message}`;
  }
}

export default MyTool;

Publishing to npm

  1. Update your package.json:

    • Ensure name is unique and follows npm naming conventions
    • Set appropriate version
    • Add description, author, license, etc.
    • Check bin points to the correct entry file
  2. Build and test locally:

    npm run build
    npm link
    semantic-search-mcp-server  # Test your CLI locally
    
  3. Login to npm (create account if necessary):

    npm login
    
  4. Publish your package:

    npm publish
    

After publishing, users can add it to their claude desktop client (read below) or run it with npx


## Using with Claude Desktop

### Local Development

Add this configuration to your Claude Desktop config file:

**MacOS**: `~/Library/Application Support/Claude/claude_desktop_config.json`
**Windows**: `%APPDATA%/Claude/claude_desktop_config.json`

```json
{
  "mcpServers": {
    "semantic-search-mcp-server": {
      "command": "node",
      "args":["/absolute/path/to/semantic-search-mcp-server/dist/index.js"]
    }
  }
}
After Publishing

Add this configuration to your Claude Desktop config file:

MacOS: ~/Library/Application Support/Claude/claude_desktop_config.json Windows: %APPDATA%/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "semantic-search-mcp-server": {
      "command": "npx",
      "args": ["semantic-search-mcp-server"]
    }
  }
}

Building and Testing

  1. Make changes to your tools
  2. Run npm run build to compile
  3. The server will automatically load your tools on startup

Learn More

Comments

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New to MCP?

From what the protocol is to installing your first server, these answers cover most first questions.

An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.