mcp server
hotato
Open-source, self-hosted conversation QA for voice agents. MIT.
Description as published by the maintainer. Source
- version 1.9.0
- active
- voice
active — Most recent push to the repository was 2026-08-02. Dashed tags are derived by ZBS Index from the published description, not stated by the maintainer.
Signals
These are separate measurements of different things. They are deliberately not combined into one score, because a popularity number that mixes website traffic with saves and stars cannot be checked or acted on.
| Signal | Value | What it measures | Window | Observed | Source |
|---|---|---|---|---|---|
| GitHub stars | 1 | Number of GitHub accounts that bookmarked this repository since it was created. It is a bookmark count, not installs, not active users and not quality. | cumulative, all time | GitHub | |
| Last commit | 2026-08-02 | Date of the most recent push to any branch. This is the strongest cheap indicator of whether the project is still maintained. | point in time | GitHub | |
| Open issues | 4 | Open issues plus open pull requests, as GitHub counts them together. A high number can mean an active project or an abandoned one. | as of fetch | GitHub | |
| Latest published version | 1.9.0 | Latest version string the maintainer published to the registry. | as of fetch | Model Context Protocol | |
| Registry record last updated | 2026-07-17 | When the registry record was last updated by its maintainer. | point in time | Model Context Protocol | |
| License | MIT | Licence GitHub detected in the repository. Detection can be wrong; the LICENSE file is authoritative. | as of fetch | GitHub | |
| First listed in the MCP Registry | 2026-07-17 | Date this server was first published to the official MCP Registry. Not a usage or quality measure. | point in time | Model Context Protocol | |
| repository status | active | The repository exists on GitHub and is not archived. This says nothing about how recently it was worked on. | as of fetch | GitHub |
Where to get it
Related, by what their authors tagged them
-
Speko AI
— last commit 2026-08-05, shares voice-agents, voice-ai
Manage Speko voice-AI agents, sessions, calls, phone numbers, knowledge bases, evals, and docs.
-
io.github.hidai25/evalview-mcp
— shares regression-testing, testing
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-
ai.testiv/mcp
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JustCall MCP Server enables LLMs and AI agents to make voice calls and send SMS via JustCall APIs.
-
Yapitalism
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Drive terminal coding agents by voice, with receipts that never claim more than they proved.
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Run local prompt regression checks from prompt-response logs in AI coding assistants.
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DialMCP
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-
KaiCalls
— last commit 2026-06-27, shares voice-ai
AI phone secretary: place calls, read transcripts, list calls, agents, and stats.
-
io.github.analyticsinmotion/mcp-listen
— last commit 2026-08-05, shares voice-ai
Give your AI agents the ability to listen. Microphone capture and speech-to-text.
-
io.github.decibri/mcp-listen
— last commit 2026-08-05, shares voice-ai
Give your AI agents the ability to listen. Microphone capture and speech-to-text.
These share tags the maintainers applied themselves, such as voice-agents, voice-ai, regression-testing, testing. Common tags like "mcp" or "ai" are ignored for this: agreeing with six hundred other projects is not a similarity.
This is not a recommendation and not a test result. It is a map of what the authors said their work is about.
How the author describes it
Topics the maintainer set on GitHub: call-analysis, forensics, regression-testing, retell, testing, vapi, voice-agents, voice-ai.
This record as data
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