{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_fhm572kt3mxw","handle":"storytelling-mcp","url":"https://wellknown.network/agents/storytelling-mcp","links":{"self":"https://wellknown.network/agents/storytelling-mcp/record.json","html":"https://wellknown.network/agents/storytelling-mcp","markdown":"https://wellknown.network/agents/storytelling-mcp/record.md","api":"https://wellknown.network/api/v1/agents/storytelling-mcp","status":"https://wellknown.network/api/v1/agents/storytelling-mcp/status","claim":"https://wellknown.network/agents/storytelling-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/storytelling-mcp/claim.json","badge":"https://wellknown.network/agents/storytelling-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/storytelling-mcp/history","tools":"https://wellknown.network/api/v1/agents/storytelling-mcp/tools"},"ard":{"identifier":"urn:air::server:storytelling-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"storytelling-mcp","summary":"Model Context Protocol server for storytelling - AI-powered narrative generation","description":"# Storytelling MCP Server\n\nModel Context Protocol (MCP) integration for the Storytelling package. Exposes AI-powered narrative generation as composable MCP tools and resources.\n\n## Overview\n\nThe Storytelling MCP Server enables LLM agents and CLI assistants (like Claude, ChatGPT, or GitHub Copilot) to:\n\n- **Generate complete stories** from prompts using advanced orchestration\n- **Manage sessions** - list, retrieve info, resume, migrate interrupted generations\n- **Configure & validate** - comprehensive configuration reference and validation\n- **Setup knowledge bases** - RAG-aware story generation with your documents\n- **Choose models wisely** - provider listing and model recommendations\n- **Access workflow resources** - understand each stage of story generation\n- **Explore advanced features** - translation, IAIP, content checking, debugging\n\n## Installation\n\n### As MCP Server\n\n```bash\n# Install storytelling-mcp from PyPI\npip install storytelling-mcp\n\n# Or with all storytelling features\npip install storytelling[all]\n```\n\n### Configure for Claude Desktop\n\nAdd to `~/.config/claude_app/claude_desktop_config.json`:\n\n```json\n{\n  \"mcpServers\": {\n    \"storytelling\": {\n      \"command\": \"python\",\n      \"args\": [\"-m\", \"storytelling_mcp\"]\n    }\n  }\n}\n```\n\n### Configure for GitHub Copilot\n\n```bash\n# Make the server available as a tool\nexport MCP_STORYTELLING=python://storytelling_mcp.server\n```\n\n## Available Tools (16 Total)\n\n### Story Generation (1 tool)\n\n#### `generate_story`\n\nGenerate a complete, multi-chapter story from a prompt.\n\n**Parameters:**\n- `prompt_file` (required): Path to prompt file containing story concept\n- `output_file` (optional): Where to save the generated story (auto-generated if omitted)\n- `initial_outline_model`: LLM for initial outline (default: `google://gemini-2.5-flash`)\n- `chapter_outline_model`: LLM for chapter planning\n- `chapter_s1_model` through `chapter_s4_model`: LLMs for individual scenes\n- `chapter_revision_model`: LLM for chapter revision\n- `…","publisher":null,"homepage":"https://github.com/jgwill/storytelling/blob/main/mcp/README.md","repository":"https://github.com/jgwill/storytelling/blob/main/mcp/README.md","version":"0.1.8","license":"MIT","protocols":["mcp"],"tags":["mcp","model-context-protocol","storytelling","narrative-generation","ai-writing","langchain","langgraph","llm"],"pricing":null,"endpoints":[{"url":"pypi:storytelling-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.768,"provenance":"derived"},{"slug":"content.writing","name":"Writing & Editing","confidence":0.656,"provenance":"derived"}],"categories":["content","dev"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"storytelling-mcp","registry":"pypi","observedAt":"2026-11-04T01:24:56.828Z","publishedAt":"2025-12-21T02:21:45.306083Z","latestVersion":"0.1.8"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"storytelling-mcp","url":"https://pypi.org/project/storytelling-mcp/","firstSeenAt":"2026-09-10T13:19:49.980Z","fetchedAt":"2026-11-04T01:23:57.428Z","normalizedAt":"2026-11-04T01:23:57.428Z"}]},"firstSeenAt":"2026-09-10T13:19:49.980Z","updatedAt":"2026-11-04T01:24:56.828Z"}