Mnela MCP Server

Mnela MCP Server

Enables MCP clients to read and write into a self-hosted personal knowledge base built from imported chats, documents, and notes, with a knowledge graph and AI-powered enrichment.

Category
Visit Server

README

<div align="center">

<picture> <source media="(prefers-color-scheme: dark)" srcset="./docs/assets/logo-dark.svg" /> <img src="./docs/assets/logo-light.svg" alt="Mnela" width="160" height="160" /> </picture>

Mnela

Your second brain becomes an MCP server, in one click.

CI Release License: MIT Node 22 LTS TypeScript strict MCP

Install · Features · Quick start · Docs

<br />

<img src="./docs/assets/graph.gif" alt="Live knowledge graph built from imported chats and documents" width="860" />

</div>


What is Mnela?

Self-hosted personal-knowledge OS. Drop in your ChatGPT / Claude.ai exports, Obsidian vaults, voice notes, PDFs — Mnela parses them, links them into a knowledge graph, and exposes everything as an MCP server so Claude Code, Cursor, Cline, ChatGPT and any other MCP client can read and write into your second brain.

  • Postgres is the source of truth. A markdown vault is generated as an export.
  • AI calls route through a pluggable provider layer (ADR-0049). The built-in Claude Code (CLI) subprocess works out of the box with a Claude Max subscription — no API key required. Anthropic API and any OpenAI-compatible endpoint (OpenAI, DeepSeek, Grok, Gemini-via-OpenRouter, Ollama, LM Studio) can be added in /admin/system → AI Providers.
  • Falls back to Dumb Mode (FTS-only) if no provider is reachable, so the UI never goes dark.

Features

  • Drag-and-drop ingestion — ChatGPT/Claude.ai exports, Obsidian vaults, PDFs, Office docs, voice notes, images. Streaming ZIP parser handles multi-GB archives. Folder watcher picks up files dropped into ${MNELA_DATA_DIR}/dropbox/.
  • Auto knowledge graph — every document is enriched by your chosen LLM; entities, relationships, decisions, and confidence-scored link suggestions land in the graph. Low-confidence proposals queue in Review for human triage.
  • Ask Brain — chat over your vault with inline citations. SSE-streamed answer + tool-call timeline. Pin any Q&A turn to promote it to a Document and feed it back into enrichment.
  • Auto-suggested projects — post-ingest detector groups related documents into project candidates; accept or dismiss in /projects?status=suggested.
  • MCP server — bearer-token-authenticated MCP host (apps/mcp); connect from Claude Code, Cursor, Cline, ChatGPT, anything that speaks MCP.
  • Telegram bot — second canonical client. Multi-modal turn bundling: voice + photo + text in one TG thread becomes one /search/ask call.
  • One settings sheet/admin/system is the only admin page. Provider routing, ingestion limits, suggestion gates, Telegram config, API tokens — all hot-reloadable via Restart Services (no process restart).

Install (one command on a fresh VPS)

curl -fsSL https://raw.githubusercontent.com/SmartDogg/mnela/main/scripts/install.sh | sudo bash

The script auto-installs Docker if missing, asks for domain / IP / Cloudflare Tunnel choice, generates /opt/mnela/.env with random secrets, builds the six service images locally (sequentially, ~15–30 min on a 4-core VPS), applies Prisma migrations, brings the stack up, and offers an inline claude login for Claude Max users. For IP-mode installs it also mints a self-signed TLS cert into the Caddy volume before bringing Caddy up.

After install, open /setup, create the first admin, then walk through the wizard (config / Claude / modules / token). If you skipped Claude Max during install you can sign in later via docker exec -it mnela-orchestrator claude login, or add an API provider under /admin/system → AI Providers.

Backup / restore: mnela backup and mnela restore <file> round-trip everything including the encrypted provider keystore.

Full guide → DEPLOYMENT.md

Quick start (local dev)

git clone https://github.com/SmartDogg/mnela && cd mnela
cp .env.example .env       # edit POSTGRES_PASSWORD, REDIS_PASSWORD, COOKIE_SECRET
pnpm install
docker compose -f infra/docker/docker-compose.yml up -d postgres redis
pnpm --filter @mnela/db db:migrate
pnpm --filter @mnela/db db:seed
pnpm dev                   # api :3000 · web :3001 · worker · orchestrator
# open http://localhost:3001/setup

Requires Node 22 LTS, pnpm 10+, Docker. Optional: Claude Code CLI for the default built-in provider.

Configuration model

Two tiers, deliberately split:

Tier Lives in Hot-reloadable Examples
Boot-critical secrets .env (gitignored) No DATABASE_URL, REDIS_URL, COOKIE_SECRET, MNELA_PROVIDER_SECRET, MNELA_INTERNAL_TOKEN
User-tunable settings SystemConfig registry — UI at /admin/system Yes (per-subscriber ack) enrichment.parallelism, search.fts.weight, transcription.enabled, telegram.enabled

Provider API keys and the Telegram bot token are AES-256-GCM-encrypted in the database — never put them in .env.

Architecture (one-line tour)

Service Role
apps/api NestJS HTTP API, SSE /search/ask, /admin/*, /projects
apps/web Next.js 15 UI (/, /graph, /ask, /documents, /projects, /admin/system)
apps/worker BullMQ ingestion pipeline (parsers, attachment promotion)
apps/orchestrator Claude Code subprocess manager + enrichment + project suggestions
apps/mcp MCP server (Streamable HTTP transport)
apps/tg-bot Telegram frontend over /search/ask + /documents/upload
packages/llm-providers The only place AI calls flow through
packages/mcp-tools Shared tool registry for MCP host + in-process agent loop

Documentation

License

MIT — © 2026 SmartDogg

Recommended Servers

playwright-mcp

playwright-mcp

A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots without requiring vision models or screenshots.

Official
Featured
TypeScript
Magic Component Platform (MCP)

Magic Component Platform (MCP)

An AI-powered tool that generates modern UI components from natural language descriptions, integrating with popular IDEs to streamline UI development workflow.

Official
Featured
Local
TypeScript
Audiense Insights MCP Server

Audiense Insights MCP Server

Enables interaction with Audiense Insights accounts via the Model Context Protocol, facilitating the extraction and analysis of marketing insights and audience data including demographics, behavior, and influencer engagement.

Official
Featured
Local
TypeScript
VeyraX MCP

VeyraX MCP

Single MCP tool to connect all your favorite tools: Gmail, Calendar and 40 more.

Official
Featured
Local
graphlit-mcp-server

graphlit-mcp-server

The Model Context Protocol (MCP) Server enables integration between MCP clients and the Graphlit service. Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a Graphlit project - and then retrieve relevant contents from the MCP client.

Official
Featured
TypeScript
Kagi MCP Server

Kagi MCP Server

An MCP server that integrates Kagi search capabilities with Claude AI, enabling Claude to perform real-time web searches when answering questions that require up-to-date information.

Official
Featured
Python
E2B

E2B

Using MCP to run code via e2b.

Official
Featured
Neon Database

Neon Database

MCP server for interacting with Neon Management API and databases

Official
Featured
Exa Search

Exa Search

A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.

Official
Featured
Qdrant Server

Qdrant Server

This repository is an example of how to create a MCP server for Qdrant, a vector search engine.

Official
Featured