# MCP Recommender

> Use this tool when you need to find the ideal MCP server for your development needs, as it provides intelligent recommendations based on natural language queries. It solves the problem of manually searching through numerous servers by utilizing advanced matching algorithms to search across 874+ curated MCP servers. The tool takes in natural language queries as input and outputs personalized server recommendations, making it ideal for developers seeking efficient server selection.

Canonical page: https://skillsregistry.net/skills/bxzymy-mcp-recommend  
JSON: https://api.skillsregistry.net/v1/skills/bxzymy-mcp-recommend

## Description

Provides intelligent recommendations for MCP servers based on development needs using natural language queries. Searches through 874+ curated MCP servers across 36+ categories with advanced matching algorithms.

## 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/crlya7as3f)
- **Repository:** <https://github.com/bxzymy/mcp-recommend>

## 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": "bxzymy-mcp-recommend"
    }
  }
}
```

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