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CLI — spaces, maps, and MCP tools for AI coding agents","maintainers":[{"name":"anasmaar","email":"anas.maarouf09@gmail.com"}],"readme":"<p align=\"center\">\n  <img src=\"assets/banner.png\" alt=\"Mantis CLI\" width=\"680\">\n</p>\n\n<p align=\"center\">\n  <b>Spaces, maps, and MCP tools for AI coding agents, straight from your terminal.</b>\n</p>\n\n<p align=\"center\">\n  <a href=\"https://mantis.csail.mit.edu/docs/mantis-cli/\">Docs</a> ·\n  <a href=\"https://www.npmjs.com/package/mantisai-cli\">npm</a> ·\n  <a href=\"https://mantis.csail.mit.edu/developer/#keys\">Get an API key</a> ·\n  <a href=\"https://github.com/KellisLab/mantis-cli/issues\">Issues</a>\n</p>\n\n<p align=\"center\">\n  <a href=\"https://www.npmjs.com/package/mantisai-cli\"><img src=\"https://img.shields.io/npm/v/mantisai-cli?style=for-the-badge&color=00B8D9&logo=npm&logoColor=white\" alt=\"npm version\"></a>\n  <a href=\"https://www.npmjs.com/package/mantisai-cli\"><img src=\"https://img.shields.io/npm/dm/mantisai-cli?style=for-the-badge&color=8A2BE2&logo=npm&logoColor=white\" alt=\"npm downloads\"></a>\n  <a href=\"https://nodejs.org\"><img src=\"https://img.shields.io/badge/Node-%E2%89%A518-339933?style=for-the-badge&logo=node.js&logoColor=white\" alt=\"Node ≥18\"></a>\n  <a href=\"https://modelcontextprotocol.io\"><img src=\"https://img.shields.io/badge/MCP-ready-FF6B35?style=for-the-badge\" alt=\"MCP ready\"></a>\n  <a href=\"https://github.com/KellisLab/mantis-cli/blob/main/LICENSE\"><img src=\"https://img.shields.io/badge/License-MIT-green?style=for-the-badge\" alt=\"License: MIT\"></a>\n  <a href=\"https://mantis.csail.mit.edu\"><img src=\"https://img.shields.io/badge/Built%20at-MIT%20CSAIL-A31F34?style=for-the-badge\" alt=\"Built at MIT CSAIL\"></a>\n</p>\n\n<p align=\"center\">\n  <img src=\"assets/overview-demo.gif\" alt=\"Mantis CLI overview\" width=\"760\">\n</p>\n\n---\n\n**Mantis is a spatial data workspace.** It embeds records (dataset rows, documents, code files, anything with text) into a 2D semantic map where **proximity means similarity**, then auto-groups them into labelled clusters so the shape of a dataset is visible at a glance.\n\nThis CLI puts the whole workspace in your terminal. Every Mantis MCP tool is reachable through `mantis use <tool>` (**no editor plugin required**), so AI coding agents (Claude Code, OpenCode, Codex, Cursor, and more) can inspect, search, and reshape spatial data directly.\n\n<table>\n<tr><td><b>🧰 Full MCP surface</b></td><td>Every Mantis tool via <code>mantis use &lt;tool&gt;</code>: inspect, search, compare, set algebra, bags, pages, export. JSON in, JSON out. No MCP plugin needed.</td></tr>\n<tr><td><b>🤖 Agent skill sync</b></td><td>One command installs editor skills for <a href=\"https://github.com/anthropics/claude-code\">Claude Code</a>, <a href=\"https://github.com/sst/opencode\">OpenCode</a>, <a href=\"https://github.com/openai/codex\">Codex</a>, <a href=\"https://cursor.com\">Cursor</a>, <a href=\"https://windsurf.com\">Windsurf</a>, <a href=\"https://github.com/features/copilot\">Copilot</a>, and <a href=\"https://antigravity.google\">Antigravity</a>.</td></tr>\n<tr><td><b>🔗 URI substrate</b></td><td>Every entity has a stable <code>mantis://</code> URI you pipe from one tool into the next: spaces, maps, clusters, bags, points, dimensions.</td></tr>\n<tr><td><b>📦 Build maps locally</b></td><td>Turn a CSV/XLSX into a Mantis map, or index an entire codebase into a searchable semantic map in one call.</td></tr>\n<tr><td><b>⚡ Fast cold start</b></td><td>Ships as a single bundled artifact, ~2.5× faster startup than an unbundled install. Bundled with Bun, runs on plain Node.</td></tr>\n<tr><td><b>🔍 Scriptable</b></td><td>Spaces, threads, and tools all emit JSON. Drop it straight into <code>jq</code>, pipelines, or agent loops.</td></tr>\n</table>\n\n---\n\n## Quick Start\n\n```bash\nnpm install -g mantisai-cli      # Node ≥18, no Bun needed\nmantis setup                     # API key + space + thread\nmantis setup claude              # optional: install Claude Code skills\nmantis use get_space_context     # confirm you're connected\n```\n\nConfig lives at `~/.mantis/config.json`. Grab a developer key at **[mantis.csail.mit.edu/developer](https://mantis.csail.mit.edu/developer/#keys)**.\n\n> **Naming:** repo [`KellisLab/mantis-cli`](https://github.com/KellisLab/mantis-cli) · npm package **`mantisai-cli`** · binary **`mantis`**.\n\n## Using with [Claude Code](https://github.com/anthropics/claude-code)\n\nRun `mantis setup claude` once to install the Mantis skills, then drive your spaces and maps straight from a Claude Code session, no MCP plugin required.\n\n<p align=\"center\">\n  <img src=\"assets/claude-code-demo.gif\" alt=\"Mantis CLI in Claude Code\" width=\"720\">\n</p>\n\nSee the [Claude Code guide](https://mantis.csail.mit.edu/docs/mantis-cli/claude-code.html) for the full workflow.\n\n## Commands\n\n| Command | Description |\n| --- | --- |\n| `mantis setup [editor]` | API + space/thread, or sync skills for `claude`/`opencode`/`codex`/`cursor`/`windsurf`/`copilot`/`antigravity` |\n| `mantis status` | Show current space, thread, and config |\n| `mantis select [space\\|thread\\|both]` | Switch the active space and/or thread |\n| `mantis spaces list\\|resolve\\|set` | Scriptable space ops (JSON) |\n| `mantis threads list\\|new\\|set` | Scriptable thread ops (JSON) |\n| `mantis tools` | List every MCP tool and its arguments |\n| `mantis use <tool>` | Call any MCP tool (JSON output) |\n| `mantis create map <file>` | Build a map from a local CSV/XLSX |\n| `mantis create codebase [root]` | Index a repo into CSV; add `--create-map` to embed it |\n\n## The `mantis use` toolbox\n\nReach for these through `mantis use <tool>` (run `mantis tools` for full argument schemas):\n\n| Tier | Tools |\n| --- | --- |\n| **Orient** | `get_space_context`, `inspect` |\n| **Reason** | `search`, `compare`, `intersect`, `diff`, `union`, `export` |\n| **Act** | `create_bag`, `add_to_bag`, `remove_from_bag`, `rename_bag`, `delete_bag`, `filter_to_bag`, `set_plot_variables`, `legend_command`, `create_page`, `project`, `install_extension` |\n\n```bash\n# Orient: what's in this space?\nmantis use get_space_context\n\n# Reason: semantically search a map\nmantis use search --args '{\"query\":\"memory systems\",\"kind\":\"point\",\"scope\":[\"mantis://map/<id>\"]}'\n\n# Act: save a cluster as a reusable bag\nmantis use create_bag --from-uri \"mantis://map/<id>/cluster/<cid>\" --name \"My Bag\"\n\n# Act: project text (or a file's contents) onto a map as a new point, get its URI back\nmantis use project --text \"attention is all you need\" --map-id <id>\nmantis use project --file notes.md --map-id <id>\n```\n\n## Documentation\n\n- [Overview](https://mantis.csail.mit.edu/docs/mantis-cli/)\n- [Install](https://mantis.csail.mit.edu/docs/mantis-cli/install.html)\n- [Claude Code](https://mantis.csail.mit.edu/docs/mantis-cli/claude-code.html) · [OpenCode](https://mantis.csail.mit.edu/docs/mantis-cli/opencode.html) · [Codex](https://mantis.csail.mit.edu/docs/mantis-cli/codex.html)\n\n## Requirements\n\n- **Node.js 18+** (the only runtime dependency; Bun is used to build, never to run)\n- A Mantis **API + Developer key** → [mantis.csail.mit.edu/developer](https://mantis.csail.mit.edu/developer/#keys)\n\n## Contributing\n\n```bash\ngit clone https://github.com/KellisLab/mantis-cli.git\ncd mantis-cli\nbun install          # or: npm install\nbun run build        # bundles bin/mantis.js -> dist/mantis.js\nnode dist/mantis.js --version\n```\n\nPublishing is automated: push a `v*` tag and the [GitHub Actions workflow](.github/workflows/publish-npm.yml) builds the bundle and publishes to npm.\n\n---\n\n<p align=\"center\">\n  <sub>Built at <a href=\"https://mantis.csail.mit.edu\">MIT CSAIL</a> · <a href=\"https://github.com/KellisLab/mantis-cli/blob/main/LICENSE\">MIT License</a></sub>\n</p>\n","readmeFilename":"README.md"}