@Littlebigbrain/
БесплатноНе проверенAn MCP server that provides graph-aware tools for interacting with Little Big Brain knowledge graphs, enabling search, query, commit, and configuration operatio
Описание
An MCP server that provides graph-aware tools for interacting with Little Big Brain knowledge graphs, enabling search, query, commit, and configuration operations via natural language.
README
Eleven task-shaped MCP tools for searching, querying, and writing a little big brain graph from Claude, Cursor, Codex, or another MCP client.
Hosted OAuth
Use the hosted endpoint; the client opens WorkOS sign-in and your machine never stores a little big brain stack key:
{
"mcpServers": {
"lbb": {
"url": "https://mcp.littlebigbrain.com/mcp/<stack-slug>"
}
}
}
Codex Desktop should use the origin plus a stack header:
{
"mcpServers": {
"lbb": {
"type": "http",
"url": "https://mcp.littlebigbrain.com",
"headers": { "X-LBB-Stack": "<stack-slug>" }
}
}
}
Local stdio
{
"mcpServers": {
"lbb": {
"command": "npx",
"args": ["-y", "@littlebigbrain/mcp"],
"env": {
"LBB_BASE_URL": "https://db.eu.littlebigbrain.com",
"LBB_API_KEY": "lbb_sk_live_..."
}
}
}
}
Set LBB_GRAPH or LBB_BRANCH when the scope is not main.
Tools
| Tool | Use it for |
|---|---|
lbb_search |
hybrid retrieval, multi-query fusion, optional path following |
lbb_ask |
grounded answers with citations |
lbb_decode |
constrained relation decoding |
lbb_ground |
vocabulary completion and resolution |
lbb_inspect |
ontology, entity, state, history, provenance, traversal |
lbb_query |
SPARQL, structured analytics, SHACL, inference |
lbb_commit |
facts, properties, and embeddings |
lbb_observe |
conversation episodes plus reviewed extraction |
lbb_branch |
isolation branches and validated merge |
lbb_configure |
ontology, schema, and inference rules |
lbb_index |
BM25, vector, and adjacency refresh |
Read tools return compact structured envelopes by default. Use detail,
row_limit, and returned cursors to page without silently truncating results.
Write tools derive idempotency keys unless you provide one.
Embed the server
import { createMcpHttpServer } from "@littlebigbrain/mcp";
createMcpHttpServer({
baseUrl: "https://db.eu.littlebigbrain.com",
mcpPath: "/mcp",
allowedHosts: ["127.0.0.1", "localhost", "::1", "[::1]"],
}).listen(8080, "127.0.0.1");
The embedded HTTP server passes a key bearer to the database and is for self-hosting behind your own auth. The hosted endpoint's OAuth/ownership layer is served by the little big brain API.
Full tool schemas and examples: MCP documentation.
Установить @Littlebigbrain/ в Claude Desktop, Claude Code, Cursor
unyly install littlebigbrain-mcpСтавит в Claude Desktop, Claude Code, Cursor и VS Code — сам разбирается с npx, uvx и сборкой из исходников.
Впервые? Поставь CLI: curl -fsSL https://unyly.org/install | sh
Или настроить вручную
Выполни в терминале:
claude mcp add littlebigbrain-mcp -- npx -y @littlebigbrain/mcpFAQ
@Littlebigbrain/ MCP бесплатный?
Да, @Littlebigbrain/ MCP бесплатный — установка в пару кликов через Unyly без оплаты.
Нужен ли API-ключ для @Littlebigbrain/?
Нет, @Littlebigbrain/ работает без API-ключей и переменных окружения.
@Littlebigbrain/ — hosted или self-hosted?
Self-hosted: сервер запускается локально на твоей машине командой из раздела установки.
Как установить @Littlebigbrain/ в Claude Desktop, Claude Code или Cursor?
Открой @Littlebigbrain/ на unyly.org, выбери вкладку своего клиента (Claude Desktop, Claude Code, Cursor) и нажми Install — конфиг сгенерируется автоматически, без правки JSON.
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