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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

Reaches
bot, encryption, openai
Credential
AUTH_GOOGLE_SECRET, AUTH_SECRET, BOT_SECRET, ENCRYPTION_KEY, OPENAI_API_KEY

Maintenance

Stars
22
State
listed
Licence
AGPL-3.0
From the repository

⭐️ 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

answerLoops compared with the closest alternatives, by services reached, credentials, stars, last update and licence
ServerReachesNeedsStarsLast updateLicence
answerLoops (this page)bot, encryption, openaiAUTH_GOOGLE_SECRET, AUTH_SECRET, BOT_SECRET, ENCRYPTION_KEY, OPENAI_API_KEY222026-10-23AGPL-3.0
gmail-mcp-servergmail, openai(1 shared)GMAIL_CLIENT_SECRET, OPENAI_API_KEY222025-06-24MIT
MCPEmailscsrf, encryption, gmail, imap(1 shared)CSRF_SECRET, ENCRYPTION_KEY, IMAP_PASSWORD132026-10-23AGPL-3.0
line-bot-mcp-serverchannelCHANNEL_ACCESS_TOKEN7892026-10-21Apache-2.0
graphlit-mcp-serverdiscord, github, google, graphlit, jira, linear, notionDISCORD_BOT_TOKEN, GITHUB_PERSONAL_ACCESS_TOKEN, GOOGLE_EMAIL_CLIENT_SECRET, GOOGLE_EMAIL_REFRESH_TOKEN, GRAPHLIT_JWT_SECRET, JIRA_TOKEN, LINEAR_API_KEY, NOTION_API_KEY3772026-01-12MIT
mcp-email-server—None listed3682026-10-25BSD-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.

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