# Glanser Guidelines MCP Server

> Use this tool when you need to efficiently search and manage a team's coding guidelines corpus. It solves problems of knowledge discovery and adherence to coding standards by providing semantic search, browsing, and filtering capabilities. The tool accepts natural language queries as input and returns relevant guidelines, enabling offline operation and facilitating consistent coding practices.

Canonical page: https://skillsregistry.net/skills/vbridge7-mcp-server  
JSON: https://api.skillsregistry.net/v1/skills/vbridge7-mcp-server

## Description

Provides semantic search over a team's coding guidelines corpus using FastMCP, ChromaDB, and sentence-transformers. Enables fully offline operation with tools for searching, browsing, and filtering guidelines by scope.

## Trust

- **Trust score (0–1):** 0.85
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** search
- **Updated:** 2026-09-19

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/xzmp363nok)
- **Repository:** <https://github.com/Vbridge7/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": "vbridge7-mcp-server"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/vbridge7-mcp-server` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/vbridge7-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