How do I install the Langbot Space Ops skill?

Run npx skillmds@latest add langbot-app/langbot-space-ops in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Langbot Space Ops safe to use?

This skill has not completed SkillMD's automated safety review yet. Capability flags: makes network calls, reads secrets. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Langbot Space Ops?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Langbot Space Ops free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Langbot Space Ops?

langbot-app (@langbot-app) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Langbot Space Ops by langbot-app — Agent Skill

Name: Langbot Space Ops
Rating: 4.2 (5 reviews)
Author: langbot-app

Langbot Space Ops

Browse and search the LangBot Space marketplaces (plugins, MCP servers, skills) through the Space MCP server. Use when an AI agent needs to discover LangBot extensions on space.langbot.app over MCP. Covers the /mcp endpoint, Personal Access Token (PAT) auth, the tool surface, and client configuration. Triggers on "langbot space mcp", "search langbot plugins", "langbot marketplace mcp", "space.langbot.app mcp".

langbot-app Updated Sep 9, 2026

File contents

LangBot Space MCP Operations

LangBot Space (space.langbot.app) exposes an MCP server so user-facing AI agents can browse and search the marketplaces (plugins, MCP servers, skills) and rank live models for automated setup.

Endpoint

https://space.langbot.app/mcp

Transport: streamable HTTP (stateless, JSON responses). For a self-hosted Space instance: http://<host>:8383/mcp.

Authentication

Reuses the existing Personal Access Token (PAT) — the same token the lbp CLI uses. Create one in your Space account (Profile → Personal Access Tokens), then send it as a Bearer token:

Authorization: Bearer lbpat_...uests without a valid PAT get `401 Unauthorized`.

## Client configuration

```json
{
  "mcpServers": {
    "langbot-space": {
      "url": "https://space.langbot.app/mcp",
      "headers": { "Authorization": "Bearer <your-pat>" }
    }
  }
}

Tool surface

Tool	Purpose
`list_plugins` / `search_plugins` / `get_plugin`	Plugin marketplace
`list_mcp_servers` / `search_mcp_servers` / `get_mcp_server`	MCP-server marketplace
`list_skills` / `search_skills` / `get_skill`	Skill marketplace
`select_models`	Live best-first model list for setup wizards; optional `category` filter

list_* and search_* are paged (page, page_size). get_* takes author + name. The tool surface mirrors the REST endpoints under /api/v1/marketplace/*; select_models mirrors /api/v1/models/selection. All tools are read-only.

How to use

Create a PAT in your Space account settings.
Point your MCP client at https://space.langbot.app/mcp with the Bearer PAT.
Use search_plugins / search_mcp_servers / search_skills to find items, then get_* for details (e.g. to obtain author/name for installation in LangBot itself).
For automatic local-agent setup, call select_models (optionally with category) and choose the first compatible item. Ordering is latest probe state (available, unprobed, unavailable), then Space recommendation. Each item includes availability.up, last_probed_at, latency, and HTTP status.

Implementation & maintenance (for Space developers)

Server: internal/controller/mcp/server.go (official Go MCP SDK github.com/modelcontextprotocol/go-sdk). Tools call the service layer (PluginService, MCPService, SkillService, ModelStatusService) directly.
Mount: internal/controller/api.go at /mcp and /mcp/*any.
Auth: PAT via AccountService.ValidatePersonalAccessToken.
Docs: docs/MCP_SERVER.md.

When you add, remove, or change a marketplace API endpoint that should be agent-accessible, update the corresponding MCP tool and this skill. The MCP tool surface and the API must stay aligned (see AGENTS.md).

Pitfalls

The PAT prefix is lbpat_ (Space), distinct from LangBot's lbk_ API keys.
This server is read/browse only; it does not publish or modify marketplace items. Use the web UI or REST API (with appropriate auth) for that.

---name: langbot-space-opsdescription: Browse and search the LangBot Space marketplaces (plugins, MCP servers, skills) through the Space MCP server. Use when an AI agent needs to discover LangBot extensions on space.langbot.app over MCP. Covers the /mcp endpoint, Personal Access Token (PAT) auth, the tool surface, and client configuration. Triggers on "langbot space mcp", "search langbot plugins", "langbot marketplace mcp", "space.langbot.app mcp".--- # LangBot Space MCP Operations LangBot Space (space.langbot.app) exposes an **MCP server** so user-facing AI agents can browse and search the marketplaces (plugins, MCP servers, skills) and rank live models for automated setup. ## Endpoint ``` https://space.langbot.app/mcp ``` Transport: **streamable HTTP** (stateless, JSON responses). For a self-hosted Space instance: `http://<host>:8383/mcp`. ## Authentication Reuses the existing **Personal Access Token (PAT)** — the same token the `lbp` CLI uses. Create one in your Space account (Profile → Personal Access Tokens), then send it as a Bearer token: ``` Authorization: Bearer lbpat_...uests without a valid PAT get `401 Unauthorized`. ## Client configuration ```json { "mcpServers": { "langbot-space": { "url": "https://space.langbot.app/mcp", "headers": { "Authorization": "Bearer <your-pat>" } } } } ``` ## Tool surface | Tool | Purpose | | --- | --- | | `list_plugins` / `search_plugins` / `get_plugin` | Plugin marketplace | | `list_mcp_servers` / `search_mcp_servers` / `get_mcp_server` | MCP-server marketplace | | `list_skills` / `search_skills` / `get_skill` | Skill marketplace | | `select_models` | Live best-first model list for setup wizards; optional `category` filter | `list_*` and `search_*` are paged (`page`, `page_size`). `get_*` takes `author` + `name`. The tool surface mirrors the REST endpoints under `/api/v1/marketplace/*`; `select_models` mirrors `/api/v1/models/selection`. All tools are read-only. ## How to use 1. Create a PAT in your Space account settings. 2. Point your MCP client at `https://space.langbot.app/mcp` with the Bearer PAT. 3. Use `search_plugins` / `search_mcp_servers` / `search_skills` to find items, then `get_*` for details (e.g. to obtain author/name for installation in LangBot itself). 4. For automatic local-agent setup, call `select_models` (optionally with `category`) and choose the first compatible item. Ordering is latest probe state (available, unprobed, unavailable), then Space recommendation. Each item includes `availability.up`, `last_probed_at`, latency, and HTTP status. ## Implementation & maintenance (for Space developers) - Server: `internal/controller/mcp/server.go` (official Go MCP SDK `github.com/modelcontextprotocol/go-sdk`). Tools call the service layer (`PluginService`, `MCPService`, `SkillService`, `ModelStatusService`) directly. - Mount: `internal/controller/api.go` at `/mcp` and `/mcp/*any`. - Auth: PAT via `AccountService.ValidatePersonalAccessToken`. - Docs: `docs/MCP_SERVER.md`. > When you add, remove, or change a marketplace API endpoint that should be > agent-accessible, update the corresponding MCP tool **and** this skill. The > MCP tool surface and the API must stay aligned (see `AGENTS.md`). ## Pitfalls - The PAT prefix is `lbpat_` (Space), distinct from LangBot's `lbk_` API keys. - This server is read/browse only; it does not publish or modify marketplace items. Use the web UI or REST API (with appropriate auth) for that.

Frequently asked questions