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Kamil"},"license":"MIT","keywords":["claude","mcp","model-context-protocol","second-brain-os"],"description":"Second Brain OS MCP Server for Claude Desktop","maintainers":[{"name":"umairkamil","email":"newsletter@umairkamil.com"}],"readme":"# Second Brain OS MCP Server\n\nThis package provides a Model Context Protocol (MCP) server for integrating Second Brain OS with Claude Desktop and Claude Code.\n\n## Prerequisites\n\n- Node.js v16 or higher\n- Claude Desktop application and/or Claude Code CLI\n- A valid Second Brain OS account with the Claude MCP feature enabled\n\n## Installation\n\n```bash\nnpm install -g secondbrainos-mcp-server\n```\n\n## Usage\n\nAfter installation, run the setup command with your USER_ID and USER_SECRET:\n\n```bash\nsecondbrainos-mcp USER_ID USER_SECRET\n```\n\nThis will:\n1. Verify your account credentials\n2. Confirm you have access to the Claude MCP feature\n3. Store credentials securely at `~/.secondbrainos/credentials.json`\n4. Configure Claude Desktop and Claude Code to use `serve` mode (credentials read from file, not embedded in config)\n\n### Claude Code\n\nTo add the server to Claude Code:\n\n```bash\nclaude mcp add secondbrainos-mcp-server -- npx secondbrainos-mcp-server\n```\n\nOr add it to your project's `.mcp.json` file.\n\n## Features\n\n### Enhanced OpenAPI Support\nThe server uses `@samchon/openapi` library for robust OpenAPI handling, providing:\n- Support for all OpenAPI/Swagger versions (v2.0, v3.0, v3.1)\n- Automatic schema conversion to a standardized format\n- Better handling of complex schemas including references, nullable properties, and union types\n\n### Improved Function Execution\n- Type-safe function execution with built-in error handling\n- Automatic request formatting based on OpenAPI specifications\n- Support for complex parameters and nested objects\n\n### Prompts\nThe server exposes four types of MCP prompts, available as slash commands (e.g. `/secondbrainos:agent_my_agent`):\n\n#### Start (`start_secondbrainos`)\n- Returns a context document with SBOS terminology, agent architecture, and an index of all available agents and skills with their slash commands\n- This is the **zero-cost discovery mechanism** — Claude can read this prompt to learn what agents and skills are available without calling `getAIAgentsSchema` or `runPromptChain` as MCP tools (which would be billed). All discovery data comes from the in-memory cache populated at session init\n- Useful for orienting Claude at the start of a session\n\n#### Skills (Workflows)\n- Discovered via `runPromptChain` on first `ListPrompts` call, then cached for the session\n- Each skill appears with a `[Skill]` prefix and returns a structured document with `skill_id`, `name`, `description`, and an ordered list of prompts (metadata only, no instructions)\n- Supports an optional `user_input` argument to provide additional context\n\n#### Agents\n- Discovered via `getAIAgentsSchema` on first `ListPrompts` call, then cached for the session\n- Each agent appears with an `[Agent]` prefix and returns a structured document containing `agent_id`, `name`, `description`, `behaviour_and_instructions`, `searchMyKnowledge_collection_id`, `actions` (with id, name, description, body_parameters), and `workflows` (with prompt order and description)\n- Supports an optional `user_input` argument\n\n#### Features\n- Extracted from the `features` array in the `schema.secondbrainos.com` response at startup, then cached\n- Each feature appears with a `[Feature]` prefix and returns its `guidelines` text\n- Features have consistent guidelines for all users (not user-specific)\n- Supports an optional `user_input` argument\n\n#### Knowledge Bases\n- Aggregates all `searchMyKnowledge_collection_id` values from your agents\n- Appears as a single `[Knowledge Bases]` prompt returning an array of collection IDs\n\n### Better Error Handling\n- Detailed error messages for debugging\n- Proper handling of authentication failures, bad requests, and service errors\n- Graceful fallback for unexpected errors\n\n## Development\n\n### Setup\n\n1. Clone the repository:\n```bash\ngit clone https://github.com/your-username/secondbrainos-mcp-server.git\ncd secondbrainos-mcp-server\n```\n\n2. Install dependencies:\n```bash\nnpm install\n```\n\n3. Create a `.env` file from the example:\n```bash\ncp .env.example .env\n# Edit .env with your actual USER_ID and USER_SECRET\n```\n\n### Testing the Schema Conversion\n\nTo see how your OpenAPI schema is converted to MCP tools:\n\n```bash\nnpm run test-conversion\n```\n\nThis will:\n- Fetch your OpenAPI schema from Second Brain OS\n- Convert it to LLM function calling format\n- Display all available functions and their schemas\n- Show any conversion errors\n- Demonstrate the MCP tool format\n\n### Development Scripts\n\n- `npm run build` - Compile TypeScript to JavaScript\n- `npm run dev` - Run the MCP server in development mode\n- `npm run test-conversion` - Test the OpenAPI to MCP conversion\n- `npm start` - Run the compiled server\n\n### Project Structure\n\n```\nsecondbrainos-mcp-server/\n├── src/\n│   ├── index.ts           # Main MCP server implementation\n│   └── test-conversion.ts # Schema conversion testing utility\n├── build/                 # Compiled JavaScript (git-ignored)\n├── bin/\n│   └── cli.js            # CLI setup script\n├── .env.example          # Environment variables template\n├── package.json          # Package configuration\n├── tsconfig.json         # TypeScript configuration\n└── README.md            # This file\n```\n\n## Credentials\n\nCredentials are stored securely at `~/.secondbrainos/credentials.json` (created during setup with mode `0o600`). The server reads from this file in `serve` mode. Environment variables `USER_ID`, `USER_SECRET`, and `API_BASE_URL` can override the stored credentials if set.\n\n## How It Works\n\n### Startup & Session Init\n\n1. **Schema Fetching** (0 credits): On startup, the server POSTs your `user_id` to `schema.secondbrainos.com` and receives your personalized OpenAPI spec along with a `features` array (consistent guidelines for all users)\n2. **Schema Conversion**: The `@samchon/openapi` library converts the spec to LLM function calling format. Each API endpoint becomes an MCP tool. Three service paths are discovered from the spec for internal use:\n   - `runPromptChain` — fetches workflows/skills\n   - `getAIAgentsSchema` — fetches agents\n   - `generateFileUploadGoogleCloudStorageURL` — used only when a tool argument contains a local file path\n3. **MCP server connects** via stdio — no API calls yet, no credits spent\n\n### Cache Population (on first connection)\n\n4. **ListPrompts trigger**: Claude Code automatically calls `ListPrompts` on connect. This is when the first credits are spent:\n   - `runPromptChain` is called with `{}` → returns all user workflows with prompt metadata (name, order, description)\n   - `getAIAgentsSchema` is called with `{include_sensitive_config: true}` → returns all user agents with behaviour, knowledge collection ID, actions, and workflows\n5. **In-memory cache**: Both responses are normalized (consistent field names, defaults applied) and sorted (prompts ordered by `order` field), then stored in memory as `cachedWorkflows`, `cachedAgents`, and name-to-ID lookup maps\n6. **Slash commands exposed**: The cached data is surfaced as MCP prompts — `/secondbrainos:feature_*`, `/secondbrainos:skill_*`, `/secondbrainos:agent_*`, `/secondbrainos:start_secondbrainos`, and `/secondbrainos:knowledge_bases`\n\n### During the Session\n\n7. **Slash commands** (0 credits): When a user runs a slash command (e.g. `/secondbrainos:agent_my_agent`), the server returns the full agent/skill definition from cache — no API calls\n8. **`start_secondbrainos`** (0 credits): Builds a context document from cached agents and workflows — an index of all available slash commands with descriptions, enabling Claude to discover and invoke agents/skills autonomously\n9. **Tool calls** (billed per call): When Claude calls an MCP tool (e.g. `runPromptChain` with a specific entity/entity_id to fetch prompt instructions, or `searchMyKnowledge`), the server executes the API call via `api.secondbrainos.com` with authentication\n10. **File upload**: If a tool argument contains a local file path (e.g. `addToMyKnowledge` with `file_path`), the server validates the extension (`.txt`, `.md`, `.png`, `.jpg`, `.jpeg`, `.gif`, `.webp`, `.pdf`), uploads the file to GCS via `generateFileUploadGoogleCloudStorageURL` with the correct MIME type, and replaces the path with the GCS URI before forwarding the API call\n\n### Credit Cost\n\n| Event | Credits |\n|-------|---------|\n| Schema fetch | 0 |\n| Session init (ListPrompts) | n workflows + n agents |\n| Slash commands | 0 (cached) |\n| `start_secondbrainos` | 0 (cached) |\n| Tool calls | Billed per call via service router |\n\nSee [`docs/architecture.md`](docs/architecture.md) for detailed diagrams.\n\n## Troubleshooting\n\n### Client doesn't see the server\n1. **Claude Desktop**: Ensure it's completely quit before running setup. Check the configuration file was created at the correct location.\n2. **Claude Code**: Run `claude mcp add` or check your `.mcp.json` configuration.\n3. Review the logs at the platform-specific location mentioned during setup\n\n### Authentication errors\n- Verify your USER_ID and USER_SECRET are correct\n- Ensure your account has the Claude MCP feature enabled\n- Check that your credentials haven't expired\n\n### Schema conversion errors\n- Run `npm run test-conversion` to see detailed error messages\n- Some complex OpenAPI features may not be supported by LLM function calling\n- Check the console output for specific endpoints that failed conversion\n\n## Contributing\n\n1. Fork the repository\n2. Create your feature branch (`git checkout -b feature/amazing-feature`)\n3. Commit your changes (`git commit -m 'Add some amazing feature'`)\n4. Push to the branch (`git push origin feature/amazing-feature`)\n5. Open a Pull Request\n\n## License\n\nMIT","readmeFilename":"README.md"}