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Ressl AI MCP Server

Ressl AI MCP Server

MCP server for file search functionality with support for both partial and exact word matching.

Features

  • Partial Keyword Search: Find all occurrences of a keyword including partial matches

  • Exact Word Search: Match complete words only with optional case sensitivity

  • Detailed Results: Line numbers, column positions, and matched text for all occurrences

  • MCP Inspector Integration: Built-in support for testing with MCP Inspector

Installation

npm install

Usage

Build the Project

npm run build

Run with MCP Inspector

npm start

This will automatically build the project and launch the MCP Inspector for testing.

Development Mode

npm run dev

Runs TypeScript compiler in watch mode for continuous development.

Available Tools

1. search_in_file

Searches for a keyword within a file, finding all occurrences including partial matches.

Parameters:

  • filePath (string, required): Path to the file to search in

  • keyword (string, required): Keyword to search for

Example:

{ "filePath": "./sample.txt", "keyword": "search" }

Result: Finds "search", "searching", "researcher", etc.

2. exact_word_search

Searches for exact word matches within a file using word boundaries.

Parameters:

  • filePath (string, required): Path to the file to search in

  • word (string, required): Exact word to search for

  • caseSensitive (boolean, optional): Whether search should be case sensitive (default: false)

Example:

{ "filePath": "./sample.txt", "word": "search", "caseSensitive": false }

Result: Finds only exact "search" matches, not "searching" or "researcher"

Testing

A sample.txt file is included in the project for testing purposes.

Test Cases

Search Term

Tool

Matches in "searching"

"search"

search_in_file

Yes (partial match)

"search"

exact_word_search

No (exact word only)

"AI"

search_in_file

Yes (finds "Ressl AI" and "AIR")

"AI"

exact_word_search

Only "Ressl AI" (not "AIR")

Using MCP Inspector

  1. Run npm start to launch the inspector

  2. Open the provided URL in your browser

  3. Select a tool from the Tools tab

  4. Enter the required parameters

  5. Click Execute to see results

Deploy Server
A
security – no known vulnerabilities
F
license - not found
A
quality - confirmed to work

local-only server

The server can only run on the client's local machine because it depends on local resources.

Provides file search functionality with tools for both partial keyword matching and exact word search, returning detailed results with line numbers and column positions.

  1. Features
    1. Installation
      1. Usage
        1. Build the Project
        2. Run with MCP Inspector
        3. Development Mode
      2. Available Tools
        1. 1. search_in_file
        2. 2. exact_word_search
      3. Testing
        1. Test Cases
        2. Using MCP Inspector

      MCP directory API

      We provide all the information about MCP servers via our MCP API.

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