Likerts
io.github.crosstabs/likerts
About Likerts
Likerts is an MCP server published by the GitHub account crosstabs. Manage open-source in-product surveys, collections, responses and exports with scoped access.
It runs on your own machine: your AI client starts it from the npm package @likerts/mcp at version 0.1.0, or you can connect to the hosted version instead.
It asks for 2 secrets: LIKERTS_TOKEN and LIKERTS_COLLECTION_TOKEN. Give it a key with the least access that still works.
It also needs LIKERTS_API_URL set before it starts.
Version 0.1.1 was published on 13 September 2026, and the source code is public, so you can read it before installing.
Written from the registry entry. 10 automated checks on the registry entry and the package code: 8 pass, 0 warn, 0 fail, 2 info. How we check.
What it asks for
| Variable | Required | Secret | Description |
|---|---|---|---|
LIKERTS_API_URL | Yes | No | Your Likerts API origin. Requires HTTPS outside exact loopback development hosts. |
LIKERTS_TOKEN | Yes | Yes | Workspace-bound service credential with only the scopes needed by this agent. |
LIKERTS_COLLECTION_TOKEN | No | Yes | Optional collection credential for collection configuration and response submission only. |
Checks
| Check | Result | Detail |
|---|---|---|
| Source repository linked | Pass | https://github.com/crosstabs/likerts |
| Version pinned | Pass | Every package has an explicit version |
| Remote uses HTTPS | Pass | All remote endpoints use https:// |
| Secrets requested | Info | Asks for 2 secrets: LIKERTS_TOKEN, LIKERTS_COLLECTION_TOKEN |
| Known package registry | Pass | All packages come from npm, PyPI, OCI, NuGet or MCPB |
| Namespace ownership | Info | Name verified via GitHub account crosstabs |
| Registry text aimed at the AI | Pass | Description and settings contain no hidden characters or instructions to the AI |
| Install scripts | Pass | @likerts/mcp@0.1.0 runs nothing at install |
| Code red flags | Pass | Read 11 files in @likerts/mcp@0.1.0: no obfuscation, encoded execution, credential reads or data-collection endpoints found |
| Text aimed at the AI | Pass | No hidden characters or instructions to the AI in 11 files, including comments and the README |
Popularity & health: 58 / 100
Worked out from public numbers and our own checks, not from user reviews or ratings. It says how used and how looked-after a server is, not whether it is safe.
0 forks, 39 merged pull requests. Sources: GitHub, npm, PyPI (pypistats.org) and Hacker News (Algolia), fetched 2026-10-31.
What people say
No Hacker News threads link to its source code.
Look further: search Reddit, search Hacker News, read its GitHub issues. These are not reviews we checked.
Facts
| Registry name | io.github.crosstabs/likerts |
|---|---|
| Publisher | GitHub account crosstabs |
| How the name is verified | Name verified via GitHub account crosstabs. The registry ties the name prefix to that account or domain; it does not check the code. |
| Type | Local package and a hosted remote |
| Packages | npm @likerts/mcp 0.1.0 (stdio) |
| Remote endpoints | streamable-http https://likerts-mcp.onrender.com/mcp/{workspaceId} |
| Version | 0.1.1 |
| Published | |
| Last updated | |
| Source repository | https://github.com/crosstabs/likerts |
| Website | https://likerts.com/docs#agents |
| Category | Business data (assigned by keyword rule, not by hand) |
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