answerLoops
answerLoops is an MCP server, listed under communication. It reaches bot, encryption and openai. It needs AUTH_GOOGLE_SECRET, AUTH_SECRET, BOT_SECRET, ENCRYPTION_KEY and OPENAI_API_KEY to authenticate. Its repository has 22 GitHub stars and is licensed under AGPL-3.0; we last read it on 2026-10-23.
Agent-native AI support that turns your docs into answers for your community. Built for your agents with skills and MCP.
Install
Read from answerLoops’s own README, close to verbatim -- not written by us, and not guessed.
npx @answerloops/agent-sdk skills answerloops-setup answerloops-operate
What it reaches, and what it needs
Maintenance
⭐️ Self-hostable AI support for Discord, GitHub, Slack & Discourse communities. Answers from your knowledge source, checked by a second AI agent, approved by your team before it's sent.
answerLoops compared with similar servers
| Server | Reaches | Needs | Stars | Last update | Licence |
|---|---|---|---|---|---|
| answerLoops (this page) | bot, encryption, openai | AUTH_GOOGLE_SECRET, AUTH_SECRET, BOT_SECRET, ENCRYPTION_KEY, OPENAI_API_KEY | 22 | 2026-10-23 | AGPL-3.0 |
| gmail-mcp-server | gmail, openai(1 shared) | GMAIL_CLIENT_SECRET, OPENAI_API_KEY | 22 | 2025-06-24 | MIT |
| MCPEmails | csrf, encryption, gmail, imap(1 shared) | CSRF_SECRET, ENCRYPTION_KEY, IMAP_PASSWORD | 13 | 2026-10-23 | AGPL-3.0 |
| line-bot-mcp-server | channel | CHANNEL_ACCESS_TOKEN | 789 | 2026-10-21 | Apache-2.0 |
| graphlit-mcp-server | discord, github, google, graphlit, jira, linear, notion | DISCORD_BOT_TOKEN, GITHUB_PERSONAL_ACCESS_TOKEN, GOOGLE_EMAIL_CLIENT_SECRET, GOOGLE_EMAIL_REFRESH_TOKEN, GRAPHLIT_JWT_SECRET, JIRA_TOKEN, LINEAR_API_KEY, NOTION_API_KEY | 377 | 2026-01-12 | MIT |
| mcp-email-server | — | None listed | 368 | 2026-10-25 | BSD-3-Clause |
Ranked by services in common with answerLoops, then by stars. Figures are from each repository when we last read it.
Common questions about answerLoops
- What does answerLoops do?
- Agent-native AI support that turns your docs into answers for your community. Built for your agents with skills and MCP.
- How do I install answerLoops?
- Its own README gives this command: npx @answerloops/agent-sdk skills answerloops-setup answerloops-operate. Run it where your MCP client can launch the server, and check the README for any settings it asks for.
- What does answerLoops connect to, and what does it need?
- It reaches bot, encryption and openai. The credentials we found in its source are AUTH_GOOGLE_SECRET, AUTH_SECRET, BOT_SECRET, ENCRYPTION_KEY and OPENAI_API_KEY.
- Is answerLoops official and is it maintained?
- We found nothing naming it as a vendor’s official server. Its repository has 22 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-10-23.
- What licence does answerLoops use?
- The repository declares the AGPL-3.0 licence.
More MCP servers for communication
- line-bot-mcp-server789 stars
- graphlit-mcp-server377 stars
- mcp-email-server368 stars
- telegram-mcp349 stars
- human-in-the-loop230 stars
- google-workspace-mcp192 stars