# Swarms MCP Documentation Server

> Use this tool when you need to efficiently retrieve information from documentation databases using hybrid semantic and keyword search. It solves the problem of seamless agent integration by providing a framework for AI agents to access relevant documentation. The Swarms MCP Documentation Server takes in search queries as input and outputs relevant information, making it ideal for use cases where AI agents require quick access to specific documentation.

Canonical page: https://skillsregistry.net/skills/ransom-alpha-swarms-mcpserver  
JSON: https://api.skillsregistry.net/v1/skills/ransom-alpha-swarms-mcpserver

## Description

An Agent Framework Documentation server that enables AI agents to efficiently retrieve information from documentation databases using hybrid semantic and keyword search for seamless agent integration.

## Trust

- **Trust score (0–1):** 0.60
- **Verification tier:** unverified

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** database
- **Updated:** 2026-04-23

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/gld914tirp)
- **Repository:** <https://github.com/Ransom-Alpha/Swarms_MCPserver>

## 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": "ransom-alpha-swarms-mcpserver"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/ransom-alpha-swarms-mcpserver` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/ransom-alpha-swarms-mcpserver/pull`

---
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