Score breakdown
Popularity is tracked separately. Support, ads, sponsorships, and tips never affect these signals.
Why it matters
Most AI engineers + AI-power-users + multi-platform developers using AI assistant desktop clients today have been either (a) locked into a single-vendor desktop AI client (ChatGPT / Claude / Gemini / Copilot / Cursor / Windsurf) with no local-first design + no MCP + no Skills + no ACP + no remote control integrations, (b) hand-rolling a custom Electron + LangChain + MCP client with no canonical re
Who should use it
Who should skip it
Hold off on DeepChat: Apache-2.0 Local-First AI Agent Desktop Client with MCP + Skills + ACP + Remote Control (6,089*, Tape.systems Philosophy, Multi-Provider, Cross-Platform) for mission-critical workflows without a containment strategy, explicit approvals, and a hands-on security review.
About this signal
DeepChat: Apache-2.0 Local-First AI Agent Desktop Client with MCP + Skills + ACP + Remote Control (6,089*, Tape.systems Philosophy, Multi-Provider, Cross-Platform) is tracked by RepoRadar as a tool in the Radar section. It was first seen on 2026-07-09 and last updated on 2026-07-09. The current verdict is 'try now' with a Gold tier and easy setup difficulty. Across RepoRadar's eight signals, DeepChat: Apache-2.0 Local-First AI Agent Desktop Client with MCP + Skills + ACP + Remote Control (6,089*, Tape.systems Philosophy, Multi-Provider, Cross-Platform) is strongest on workflow potential (8.8) and setup ease (8.8) and weakest on maturity (6.4) — a profile worth weighing against your own priorities. This page summarizes the evidence RepoRadar has captured from captured source metadata. The score, tier, risk label, and verdict on this page are never influenced by sponsorship, ads, or tips — they reflect only the usefulness, popularity, novelty, momentum, maturity, and evidence signals described in the RepoRadar methodology.
How this item is evaluated
RepoRadar assigned DeepChat: Apache-2.0 Local-First AI Agent Desktop Client with MCP + Skills + ACP + Remote Control (6,089*, Tape.systems Philosophy, Multi-Provider, Cross-Platform) a composite score of 8.1 out of 10, placing it in the Gold tier. This score combines weighted sub-signals: usefulness (35%), novelty (18%), momentum (14%), maturity (10%), open-source/build quality (7%), evidence quality (6%), workflow potential (6%), and setup ease (4%). Popularity is tracked separately at 0.0 and never affects the composite score or tier. The risk label of 'medium' reflects inherent user-impacting hazards, not generic novelty. Items with no risk flag may still require normal code review before production use.
Putting this into practice? Read How to vet an AI agent or MCP server before you wire it in for the checklist behind this score.
Risk explanation
The 6; 089* repo is at active maintenance but the consumer SHOULD note the Tape.systems philosophy means sessions are stored locally -- review the local storage encryption and the disk footprint for sensitive use cases; the consumer SHOULD note the MCP server support means any MCP server DeepChat can reach can be invoked -- review the MCP server configurations carefully; the consumer SHOULD note the Skills system means any installed Skill can be invoked -- review the Skills enablement carefully.