# Ressl AI MCP Server

> Use this tool when you need to efficiently locate specific files or keywords within large datasets, solving problems such as data retrieval and file management. It provides partial keyword matching and exact word search functionality, returning detailed results with line numbers and column positions. Ideal for use cases requiring precise file searches, such as data analysis, debugging, or research, with input capabilities for search queries and outputting relevant file results.

Canonical page: https://skillsregistry.net/skills/vaishnavi-raykar-mcp-server  
JSON: https://api.skillsregistry.net/v1/skills/vaishnavi-raykar-mcp-server

## Description

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

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** verified
- **Last scanned:** 2026-09-02

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** search
- **Updated:** 2026-09-02

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/cwz7lciupj)
- **Repository:** <https://github.com/Vaishnavi-Raykar/mcp-server>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "vaishnavi-raykar-mcp-server"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/vaishnavi-raykar-mcp-server` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/vaishnavi-raykar-mcp-server/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt