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SQLite-backed MCP memory server with local workspace storage.","maintainers":[{"name":"j0hanz","email":"golfarenlj@protonmail.com"}],"readme":"# memdb\n\nA SQLite-backed MCP memory server with local workspace storage.\n\n[![npm version](https://img.shields.io/npm/v/@j0hanz/memdb.svg)](https://www.npmjs.com/package/@j0hanz/memdb)\n\n## One-Click Install\n\n[![Install with NPX in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://insiders.vscode.dev/redirect/mcp/install?name=memdb&inputs=%5B%5D&config=%7B%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22-y%22%2C%22%40j0hanz%2Fmemdb%40latest%22%5D%7D)[![Install with NPX in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://insiders.vscode.dev/redirect/mcp/install?name=memdb&inputs=%5B%5D&config=%7B%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22-y%22%2C%22%40j0hanz%2Fmemdb%40latest%22%5D%7D&quality=insiders)\n\n[![Install in Cursor](https://cursor.com/deeplink/mcp-install-dark.svg)](https://cursor.com/install-mcp?name=memdb&config=eyJjb21tYW5kIjoibnB4IiwiYXJncyI6WyIteSIsIkBqMGhhbnovbWVtZGJAbGF0ZXN0Il19)\n\n## Features\n\n| Feature          | Description                                                       |\n| :--------------- | :---------------------------------------------------------------- |\n| Memory Storage   | Store text memories with tags                                     |\n| Full-Text Search | FTS5-backed tokenized search with relevance ranking               |\n| Stats            | Memory and tag counts + activity range                            |\n| Local Privacy    | All data stored locally in SQLite (`.memdb/memory.db` by default) |\n\n## Quick Start\n\n### VS Code / Cursor\n\nAdd this to your `mcpServers` configuration:\n\n```json\n{\n  \"memdb\": {\n    \"command\": \"npx\",\n    \"args\": [\"-y\", \"@j0hanz/memdb@latest\"]\n  }\n}\n```\n\n## Installation\n\n### NPX (Recommended)\n\n```bash\nnpx -y @j0hanz/memdb@latest\n```\n\n### Global Installation\n\n```bash\nnpm install -g @j0hanz/memdb\n```\n\n### From Source\n\n```bash\ngit clone https://github.com/j0hanz/memdb-mcp-server.git\ncd memdb-mcp-server\nnpm install\nnpm run build\n```\n\n## Storage\n\nThe server uses a local SQLite database at `<cwd>/.memdb/memory.db`. The\ndirectory is created automatically when needed. All data remains local to your\nworkspace.\n\n> **Tip:** Add `.memdb/` to your `.gitignore` to keep your memory database out of\n> version control:\n>\n> ```bash\n> echo \".memdb/\" >> .gitignore\n> ```\n\nTo completely reset or remove all stored memories, simply delete the `.memdb/`\nfolder. The server will create a fresh database on the next run.\n\n## Tool Response Format\n\nAll tools return structured JSON in `structuredContent`. For backwards\ncompatibility, the first `content` item is a JSON string that matches\n`structuredContent`.\n\nSuccess (`structuredContent`):\n\n```json\n{\n  \"ok\": true,\n  \"result\": { \"...\": \"...\" }\n}\n```\n\nError (`structuredContent`):\n\n```json\n{\n  \"ok\": false,\n  \"error\": {\n    \"code\": \"E_CODE\",\n    \"message\": \"Human-readable message\"\n  }\n}\n```\n\nError responses also set `isError: true` on the top-level tool result.\n\nExample `content[0].text`:\n\n```text\n{\"ok\":true,\"result\":{...}}\n```\n\n## Tools\n\n### `store_memory`\n\nStore a new memory with tags.\n\n| Parameter | Type     | Required | Default | Description                                         |\n| :-------- | :------- | :------- | :------ | :-------------------------------------------------- |\n| `content` | string   | Yes      | -       | The content of the memory (1-100000 chars)          |\n| `tags`    | string[] | Yes      | -       | Tags (1-100 tags, no whitespace, max 50 chars each) |\n\n**Returns:** `{ id, hash, isNew }`\n\nNotes:\n\n- Content is deduplicated by MD5 hash. Storing the same content again returns the same hash with `isNew: false`.\n- Tags must not contain whitespace. Use hyphens for compound words (e.g., `api-design`, `error-handling`).\n\n### `store_memories`\n\nStore multiple memories in a single batch operation.\n\n| Parameter | Type     | Required | Default | Description                            |\n| :-------- | :------- | :------- | :------ | :------------------------------------- |\n| `items`   | object[] | Yes      | -       | Array of memory items (1-50 items max) |\n\nEach item in `items` has:\n\n| Field     | Type     | Required | Default | Description                                         |\n| :-------- | :------- | :------- | :------ | :-------------------------------------------------- |\n| `content` | string   | Yes      | -       | The content of the memory (1-100000 chars)          |\n| `tags`    | string[] | Yes      | -       | Tags (1-100 tags, no whitespace, max 50 chars each) |\n\n**Returns:** `{ results, succeeded, failed }`\n\n- `results`: Array of `{ index, hash?, isNew?, error? }` for each item\n- `succeeded`: Count of successfully stored memories\n- `failed`: Count of failed items\n\nNotes:\n\n- Supports partial success: if one item fails, others still process.\n- Each item is validated independently.\n- Useful for bulk memory imports.\n\n### `search_memories`\n\nSearch memories by content and tags.\n\n| Parameter | Type   | Required | Default | Description                               |\n| :-------- | :----- | :------- | :------ | :---------------------------------------- |\n| `query`   | string | Yes      | -       | Search query (1-1000 chars, max 50 terms) |\n\n**Returns:** Array of search results (`Memory` + `relevance`, includes `tags`).\n\nNotes:\n\n- Searches both memory content (full-text) and tags.\n- Returns up to 100 results, ranked by relevance.\n- Content matches rank higher than tag matches.\n\n### `get_memory`\n\nRetrieve a specific memory by its hash.\n\n| Parameter | Type   | Required | Default | Description         |\n| :-------- | :----- | :------- | :------ | :------------------ |\n| `hash`    | string | Yes      | -       | MD5 hash (32 chars) |\n\n**Returns:** `Memory` (includes `tags`).\n\nNotes:\n\n- Updates `accessed_at` on read.\n\n### `delete_memory`\n\nDelete a memory by its hash.\n\n| Parameter | Type   | Required | Default | Description         |\n| :-------- | :----- | :------- | :------ | :------------------ |\n| `hash`    | string | Yes      | -       | MD5 hash (32 chars) |\n\n**Returns:** `{ deleted: true }`.\n\n### `delete_memories`\n\nDelete multiple memories by hash in a single batch operation.\n\n| Parameter | Type     | Required | Default | Description                           |\n| :-------- | :------- | :------- | :------ | :------------------------------------ |\n| `hashes`  | string[] | Yes      | -       | Array of MD5 hashes (1-50 hashes max) |\n\n**Returns:** `{ results, succeeded, failed }`\n\n- `results`: Array of `{ hash, deleted, error? }` for each hash\n- `succeeded`: Count of successfully deleted memories\n- `failed`: Count of hashes not found or failed\n\nNotes:\n\n- Supports partial success: if one hash doesn't exist, others still delete.\n- Returns `deleted: false` for non-existent hashes (not an error).\n- Useful for bulk cleanup operations.\n\n### `memory_stats`\n\nGet database statistics.\n\n_No parameters required._\n\n**Returns:** `{ memoryCount, tagCount, oldestMemory, newestMemory }`.\n\n### `update_memory`\n\nUpdate the content of a memory. Returns the new hash since changing content changes the hash.\n\n| Parameter | Type     | Required | Default | Description                             |\n| :-------- | :------- | :------- | :------ | :-------------------------------------- |\n| `hash`    | string   | Yes      | -       | MD5 hash of memory to update (32 chars) |\n| `content` | string   | Yes      | -       | New content (1-100000 chars)            |\n| `tags`    | string[] | No       | -       | Replace tags (max 100, each 1-50 chars) |\n\n**Returns:** `{ updated: true, oldHash, newHash }`.\n\nNotes:\n\n- If `tags` is omitted, existing tags are preserved.\n- If `tags` is provided, it replaces all existing tags for the memory.\n- Updating to content that already exists in another memory returns an error.\n\n### Memory Fields\n\nAll memory-shaped responses include:\n\n- `id`: integer ID\n- `content`: original content string\n- `summary`: optional summary (currently unset by tools)\n- `tags`: string array\n- `created_at`: timestamp string\n- `accessed_at`: timestamp string\n- `hash`: MD5 hash\n\n## Client Configuration\n\n<details>\n<summary><b>VS Code</b></summary>\n\nAdd to your `settings.json` or `mcpServers` config:\n\n```json\n{\n  \"mcpServers\": {\n    \"memdb\": {\n      \"command\": \"npx\",\n      \"args\": [\"-y\", \"@j0hanz/memdb@latest\"]\n    }\n  }\n}\n```\n\n</details>\n\n<details>\n<summary><b>Claude Desktop</b></summary>\n\nAdd to your `claude_desktop_config.json`:\n\n```json\n{\n  \"mcpServers\": {\n    \"memdb\": {\n      \"command\": \"npx\",\n      \"args\": [\"-y\", \"@j0hanz/memdb@latest\"]\n    }\n  }\n}\n```\n\n</details>\n\n<details>\n<summary><b>Cursor</b></summary>\n\n1. Go to **Cursor Settings** > **Features** > **MCP**\n2. Click **+ Add New MCP Server**\n3. Name: `memdb`\n4. Type: `command`\n5. Command: `npx -y @j0hanz/memdb@latest`\n\n</details>\n\n## Limits & Constraints\n\n| Constraint              | Value         | Description                                                                   |\n| :---------------------- | :------------ | :---------------------------------------------------------------------------- |\n| **Max content length**  | 100,000 chars | Maximum characters in memory content                                          |\n| **Max query length**    | 1,000 chars   | Maximum characters in search query                                            |\n| **Max search terms**    | 50            | Maximum whitespace-separated terms per query                                  |\n| **Max search results**  | 100           | Maximum results returned from `search_memories`                               |\n| **Min tags per memory** | 1             | At least one tag is required                                                  |\n| **Max tags per memory** | 100           | Maximum number of tags when storing a memory                                  |\n| **Max tag length**      | 50 chars      | Maximum characters per tag                                                    |\n| **Tag format**          | No whitespace | Tags cannot contain spaces or tabs; use hyphens for compound words            |\n| **Hash length**         | 32 chars      | MD5 hash length                                                               |\n| **Batch store limit**   | 50 items      | Maximum items per `store_memories` call                                       |\n| **Batch delete limit**  | 50 hashes     | Maximum hashes per `delete_memories` call                                     |\n| **Search mode**         | Tokenized OR  | Whitespace-split terms are quoted and OR'ed; FTS5 operators are not supported |\n\n### Notes\n\n- **Content deduplication**: Memories are deduplicated using MD5 hashes.\n- **Search errors**: If FTS5 is unavailable, `search_memories` returns an error indicating the index is missing. Invalid query syntax returns an error with details.\n- **Search tokenization**: Queries are split on whitespace (max 50 terms); whitespace-only queries are rejected.\n- **Batch operations**: `store_memories` and `delete_memories` support partial success—individual item failures don't affect other items in the batch.\n- **Tag requirements**: At least one tag is required. Tags cannot contain whitespace; use hyphens for compound words (e.g., `api-design`).\n- **Local storage**: All data is stored locally in `.memdb/memory.db`.\n\n## Development\n\n### Prerequisites\n\n- Node.js >= 22.0.0 (required for `node:sqlite`)\n\n### Scripts\n\n| Command                   | Description                                |\n| :------------------------ | :----------------------------------------- |\n| `npm run clean`           | Remove `dist/`                             |\n| `npm run build`           | Compile TypeScript to `dist/`              |\n| `npm run dev`             | Run in development mode with watch         |\n| `npm run start`           | Run compiled server (`node dist/index.js`) |\n| `npm run test`            | Run tests                                  |\n| `npm run test:coverage`   | Run tests with coverage                    |\n| `npm run lint`            | Run ESLint                                 |\n| `npm run format`          | Format code with Prettier                  |\n| `npm run format:check`    | Check code formatting                      |\n| `npm run type-check`      | TypeScript type checking                   |\n| `npm run type-check:test` | Type-check tests only                      |\n| `npm run duplication`     | Run duplication report (jscpd)             |\n| `npm run inspector`       | Run MCP inspector                          |\n\n### Project Structure\n\n```text\nsrc/\n|-- index.ts                 # Server entry point (stdio transport)\n|-- config.ts                # CLI/env configuration\n|-- logger.ts                # stderr logger with level filtering\n|-- protocol-version-guard.ts # Reject unsupported MCP protocol versions\n|-- tools.ts                 # Tool registration + handlers\n|-- schemas.ts               # Zod input/output schemas\n|-- types.ts                 # Shared TypeScript types\n`-- core/                     # SQLite setup + memory CRUD/search\n    |-- db.ts                 # DB init + schema + helpers\n    |-- memory-read.ts        # Read + delete + stats\n    |-- memory-write.ts       # Create + update + tag handling\n    `-- search.ts             # FTS + tag search\n\ntests/\n`-- *.test.ts         # Node.js test runner tests\n```\n\n## Troubleshooting\n\n- **`node:sqlite` / `DatabaseSync` not found**: Ensure Node.js >= 22.0.0.\n- **Search errors about FTS5**: FTS5 must be available; the server creates the\n  virtual table automatically, but your SQLite build must include FTS5 support.\n\n## Contributing\n\nContributions are welcome! Please feel free to submit a Pull Request.\n","readmeFilename":"README.md"}