ResearchVault

Local-first research orchestration engine. Manages state, synthesis, and optional background services (MCP/Watchdog).

openclaw skills install @lraivisto/researchvault

ResearchVault 🦞

Local-first research orchestration engine.

ResearchVault manages persistent state, synthesis, and autonomous verification for agents.

Local Storage: All data is stored in a local SQLite database (~/.researchvault/research_vault.db). No cloud sync.
Network Transparency: Outbound connections occur ONLY for user-requested research or Brave Search (if configured).
SSRF Hardening: Strict internal network blocking by default. Local/private IPs (localhost, 10.0.0.0/8, etc.) are blocked. Use --allow-private-networks to override.
Manual Opt-in Services: Background watchers and MCP servers are in scripts/services/ and must be started manually.
Strict Control: disable-model-invocation: true prevents the model from autonomously starting background tasks.

bash

python3 -m venv .venv
source .venv/bin/activate
pip install -e .

Initialize Project:

bash

python scripts/vault.py init --objective "Analyze AI trends" --name "Trends-2026"

Ingest Data:

bash

python scripts/vault.py scuttle "https://example.com" --id "trends-2026"

Autonomous Strategist:

bash

python scripts/vault.py strategy --id "trends-2026"

Start the portal explicitly:

bash

./start_portal.sh

Backend: 127.0.0.1:8000
Frontend: 127.0.0.1:5173
Backend auth strictly uses RESEARCHVAULT_PORTAL_TOKEN
./start_portal.sh loads/generates .portal_auth and exports RESEARCHVAULT_PORTAL_TOKEN before backend launch
Token login: URL hash #token=<token> (token from .portal_auth)
Allowed DB roots are controlled by RESEARCHVAULT_PORTAL_ALLOWED_DB_ROOTS (default ~/.researchvault,/tmp)
OpenClaw workspace DBs are never discovered or selectable in Portal mode
Provider secrets are env-only (BRAVE_API_KEY, SERPER_API_KEY, SEARXNG_BASE_URL) and are not injected into vault subprocesses
Both hosts are supported for browser access:
- http://127.0.0.1:5173/#token=<token>
- http://localhost:5173/#token=<token>

Operational commands:

bash

./start_portal.sh --status
./start_portal.sh --stop

Security parity with CLI:

SSRF blocking is on by default (private/local/link-local targets denied).
Portal toggle Allow private networks is equivalent to CLI --allow-private-networks.