mcp-faster-caller

Translate concise user instructions into structured MCP calls with JSON output.

1|1|Updated Jan 24, 2026
One-click install
npx skills add https://github.com/sancodeee/sen-claude-hub --skill mcp-faster-caller
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: mcp-faster-caller
Source: https://github.com/sancodeee/sen-claude-hub/tree/main/plugins/mcp-faster-caller/skills/mcp-faster-caller
Command: npx skills add https://github.com/sancodeee/sen-claude-hub --skill mcp-faster-caller

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

此技能将简短的用户指令转化为结构化的 MCP 调用,显著降低 token 消耗并提升跨服务器操作的速度。

Core Features & Use Cases

  • Alias 映射与解析: 通过内置字典将简短别名映射到目标 MCP 服务器与命令,支持中英文。
  • 多格式参数支持: 可处理普通参数、JSON 参数和命名参数 key=value,灵活应对不同场景。
  • 快速统一输出: 产出服务器、命令与参数的 JSON 结构,便于后续直接执行或调试。
  • Use Case: 仅需输入 "gh list-repos owner=username",即可获得完整 MCP 调用以在后端服务器执行。

Quick Start

gh list-repos owner=username db query "SELECT * FROM users LIMIT 5"

直接使用示例: gh list-repos owner=username db query "SELECT * FROM users LIMIT 5"

Frequently Asked Questions about mcp-faster-caller

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I convert short text commands into structured MCP calls to reduce token usage?

You can translate concise instructions into structured MCP calls using an internal alias mapping system. It parses plain text, JSON, or key=value parameters into a machine-readable JSON structure containing the target server, command, and arguments to minimize token usage.

What input formats are supported when parsing MCP aliases for GitHub and database workflows?

MCP alias parsing supports three input formats: plain alias command arguments, JSON objects, and named key=value pairs. This allows flexible parameter passing across GitHub, database, browser, and web search workflows.

Can I use plain text aliases to trigger GitHub and database queries through MCP?

Yes, you can use plain text aliases to trigger GitHub and database queries. Typing commands like 'gh list-repos owner=username' or 'db query "SELECT * FROM users"' validates the alias and outputs the corresponding MCP call JSON for execution.

What is the best way to map short commands to different MCP servers for web search and browser automation?

The best way to map short commands to different MCP servers is via an internal MCP_MAP dictionary. It enforces proper command syntax and translates aliases into structured JSON outputs specifying the server, command, and arguments for web search and browser automation.

Does MCP alias parsing work with image, PDF, and API documentation workflows?

Yes, MCP alias parsing works with image, PDF, and API documentation workflows. It validates aliases across these supported categories and generates a structured JSON output ready for direct execution or debugging on the target server.