Generate deployment-ready AI agent system prompts directly from Claude Code, Claude Desktop, or any MCP client.
Claude Code:
claude mcp add --transport stdio promptforge -- npx -y promptforge-mcpClaude Desktop — add to claude_desktop_config.json:
{
"mcpServers": {
"promptforge": {
"command": "npx",
"args": ["-y", "promptforge-mcp"]
}
}
}Related MCP server: agency-mcp-server
Tool | Description |
| Generate a deployment-ready system prompt for any agent role using the MCP SDK |
| Browse 251 agents across 41 industries |
| List all 41 industries with agent counts and Pro/Free status |
Prompt Forge is an AI agent system prompt generator built on the Model Context Protocol (MCP). It exposes three MCP tools that give Claude Code and other MCP clients direct access to a library of 251 professional agent archetypes across 41 industries.
Unlike static prompt libraries, it generates fresh, deployment-ready system prompts on demand using the Anthropic Claude API.
251 agents across 41 industries (Finance, Healthcare, Cybersecurity, Legal, and more)
MCP server published to npm as promptforge-mcp
Web interface at getpromptforge.net
The MCP server is backed by a Next.js web application. See mcp-server/README.md for full MCP documentation.
MIT
Generate a deployment-ready AI agent system prompt using Prompt Forge's v2 engine. Returns a complete 8-section system prompt (Identity, Capabilities, Guidelines, Domain Knowledge, Interaction Protocol, Output Format, Constraints, First Message). Requires ANTHROPIC_API_KEY environment variable.
Inputs: agent_name (required), industry, agent_desc, user_context.
List all 251 Prompt Forge agents grouped by industry. Returns agent names and descriptions. Use this to discover available agents before calling generate_prompt.
Inputs: search, industry.
List all 41 Prompt Forge industries with agent counts and Pro-only status.
Inputs: no named parameters.
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
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Scored across 3 tools
Each tool has a clearly distinct purpose: generating prompts, listing agents, and listing industries. No overlap or ambiguity.
All tool names follow a consistent verb_noun pattern using snake_case (generate_prompt, list_agents, list_industries).
Three tools is a compact but reasonable set for a focused prompt generation server, covering the essential workflow without being too sparse.
The tool set covers the core tasks: discovering industries and agents and generating a prompt. A minor gap might be a 'get_agent' tool for more detail, but not essential.
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