Panella
Governed, self-hosted memory for AI agents: writes queue until a named person approves.
Connector by panellatech · GitHub account verified by the MCP Registry
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About
Reviews
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Permissions
What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.
- Tools
- 2 read · 3 write · 0 delete
- Secrets
- None asked for
- Install scripts
- Not scanned yet
- Runs as
- Python package
Tools by what they do 5
Read from the source code; the running server may list different tools.
Read 2 · Look things up without changing anything.
memory.list_pending_approvalsmemory.search
Write 3 · Create, change, send or run things.
memory.approve_candidatememory.reject_candidatememory.submit_candidate
Tools (5)
Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].
memory.approve_candidateApprove a pending candidate and finalize it durably. Requires an authorized-approver credential verified through the configured transport.
memory.list_pending_approvalsList pending approval-queue candidates (operator-only; requires an approval credential). Returns id, wing, room, memory_type, created_at, content preview.
memory.reject_candidateReject a pending candidate. Requires an authorized-approver credential verified through the configured transport.
memory.searchSearch the Panella store memory store. Returns up to k hits with content, wing, room, score, and metadata.
memory.submit_candidateSubmit a durable-write CANDIDATE to the approval queue. This NEVER writes durably by itself — an authorized approver must approve it. Provenance/identity are server-derived; caller-supplied identity metadata is ignored.
Signals
- Stars
- 0
- Forks
- 0
- Open issues
- 8
- Weekly downloads
- 9
- Last commit
- Aug 20, 2026 (2 months ago)
- Last release
- Jul 19, 2026 (3 months ago)
- Last package publish
- Jul 19, 2026 (3 months ago)
From GitHub (fetched Oct 24, 2026) and the package registry.
Details
- Registry name
io.github.panellatech/panella- Version
- 0.2.1
- Auth
- No auth
- Packages
- pypi panella
- License
- Apache-2.0
- Repository
- github.com/panellatech/panella
- Website
- panella.tech
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
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Cite this page
Panella MCP server. Agent Mart. https://agentmart.dev/connectors/panellatech-panella (last updated 2026-10-24)