Mnela MCP Server
Allows importing Obsidian vaults into the knowledge graph and exporting the graph as a Markdown vault.
Supports locally hosted Ollama models as an AI provider via OpenAI-compatible API endpoints.
Integrates with OpenAI-compatible API endpoints (including OpenAI, DeepSeek, Grok, Gemini, etc.) for AI enrichment and search.
Provides a Telegram bot interface to interact with the knowledge graph, including asking questions, uploading files, and managing documents.
Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@Mnela MCP Serverfind all documents related to knowledge graphs"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
Mnela
Your second brain becomes an MCP server, in one click.
Install · Features · Quick start · Docs
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.
Related MCP server: mybrain
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/askcall.One settings sheet —
/admin/systemis 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 bashThe 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/setupRequires 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 |
| No |
|
User-tunable settings | SystemConfig registry — UI at | Yes (per-subscriber ack) |
|
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 |
| NestJS HTTP API, SSE |
| Next.js 15 UI ( |
| BullMQ ingestion pipeline (parsers, attachment promotion) |
| Claude Code subprocess manager + enrichment + project suggestions |
| MCP server (Streamable HTTP transport) |
| Telegram frontend over |
| The only place AI calls flow through |
| Shared tool registry for MCP host + in-process agent loop |
Documentation
Operators
DEPLOYMENT.md — fresh-VPS install, backup/restore, Cloudflare Tunnel
TROUBLESHOOTING.md — typical failures and fixes
docs/EXPORT_GUIDES/ — exporting from ChatGPT, Claude.ai, Obsidian
docs/MCP_INTEGRATION.md — connecting MCP clients
Contributors
CONTRIBUTING.md — how to propose changes
CLAUDE.md — developer guide for Claude Code working inside this repo
docs/dev/DECISIONS.md — architectural decisions log (ADRs)
docs/dev/PLAN.md — phase plan and acceptance criteria
docs/dev/QUESTIONS.md — open + resolved questions log
docs/dev/ORIGINAL_TZ.md — original technical spec, preserved as historical north star
Security
SECURITY.md — vulnerability disclosure policy
License
MIT — © 2026 SmartDogg
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