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Compare MCP servers

Compare scores, permissions, risks, and fit in one decision-focused table.

DimensionDeepChatLocal-first open-source AI agent desktop client unifying LLM providers, MCP, Skills, and ACP agentsDuckDuckGo Search MCP ServerMCP server providing web search and content fetching via DuckDuckGo
FMRS52 / 100 · D74 / 100 · B
Reliability7 / 2011 / 20
Security and permissions6 / 2015 / 20
Maintenance15 / 2017 / 20
Documentation13 / 2017 / 20
Setup experience11 / 2014 / 20
Best for
  • Users who want a single desktop app that unifies many cloud LLM providers (OpenAI, Anthropic, Gemini, DeepSeek, etc.) and local Ollama models
  • Users who need to connect to multiple external MCP tool services with local-first storage and inspectable session history (Tape/Trace)
  • Users who want to reuse Agent Skills built for Claude Code, Cursor, Windsurf, and similar tools
  • Developers who want coding-focused ACP agents integrated into the same chat-style model selector
  • Developers needing quick, API-key-free web search capabilities
  • Privacy-conscious users who prefer local search execution
  • AI application development with Claude Desktop or Claude Code
Not for
  • Users looking for an MCP server to add into Claude Desktop or another AI client's config (DeepChat is an MCP client/host, not a server to be added elsewhere)
  • Users who want a lightweight CLI-only tool rather than a full Electron desktop application
  • Users needing a native mobile app (currently Windows/macOS/Linux desktop only; mobile access is indirect, via remote control)
  • Enterprise applications requiring high-scale, reliable search APIs
  • Users needing advanced search features like custom ranking or filters
  • Accessing sites blocked by TLS fingerprinting without installing the optional browser backend
Required permissions
  • Local file system read/write access for session Tape storage, Skills files (imported from folders/ZIP/URL), and app configuration
  • Ability to spawn local subprocesses, used to run stdio-based MCP services and the bundled Node.js runtime
  • Network access to call cloud LLM APIs, search services (e.g. Brave Search), and SSE/StreamableHTTP MCP services
  • Remote-control bot credentials (Telegram/Feishu/QQBot/Discord/WeChat iLink tokens) used to bind and remotely operate desktop sessions
  • Local Ollama management access to download, deploy, and run local models
  • Outbound network access to DuckDuckGo and other websites
  • Reads environment variables for SafeSearch, region, and CA certificates
  • Optionally reads a CA certificate file (for TLS-intercepting proxies)
Risks and side effects
  • Third-party MCP services connected via stdio run as local processes under the user's permissions — only install MCP services from trusted sources
  • Imported Skills may include optional scripts that execute with the app's permissions once enabled — vet the source before enabling
  • If a remote-control bot token is leaked, an attacker could remotely control the local session, switch models, or read pending interactions via the messaging app
  • Some search functionality works by simulating user browsing of search engines, which may raise terms-of-service considerations for target sites
  • The README describes encryption/obfuscation interfaces as "reserved" capabilities — verify what is actually enabled in a given release before relying on it
  • Search endpoints may occasionally return empty results or errors, especially when blocked
  • Content fetching may be subject to SSRF protection, blocking private or loopback addresses by default
  • Misuse could lead to rate limiting or IP blocking
Supported clientsClaude Desktop, Claude Code
Tools02