Compare two AI tools side by side
Put any two skills or MCP servers next to each other: risk grade, what each can access, how popular it is, and how to install it.
| What | mcp-deepwiki | slack-mcp-server |
|---|---|---|
| Risk grade | BB · Some risk signals Based on public adoption and transparency signals as of Oct 23, 2026. Our opinion, not a code audit or security guarantee. | BB · Some risk signals Based on public adoption and transparency signals as of Oct 24, 2026. Our opinion, not a code audit or security guarantee. |
| Type | App connector | App connector |
| Est. context load | ~850 tokens / turn (~5 tool schemas, 0.43% of 200k context) | ~1.2k tokens / turn (~8 tool schemas, 0.6% of 200k context) |
| GitHub stars | 1.4k | 1.9k |
| Weekly npm downloads | 2.7k | 47.5k |
| Local files | Reads & writes local folders | No local folder access noted |
| Command execution | No shell command runner noted | No shell command runner noted |
| Network reach | Connects to outside service API | Connects to outside service API |
| Credentials | No API token required | Requires API key or token |
| Package source | npm (mcp-deepwiki) | npm (slack-mcp-server) |
| Install command | npx -y mcp-deepwiki | npx -y slack-mcp-server |
| Bottom line | mcp-deepwiki reads local files; restrict its folder reach, network access, and credentials before installing. | slack-mcp-server (MCP server) requires careful permission scoping — slack bot token grants broad access to channels and DMs; compromise exposes all connected conversations and allows message posting as the bot. |
Based on public adoption and transparency signals as of Oct 29, 2026. Our opinion, not a code audit or security guarantee.
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