MCP.Market

Pixeltable Developer MCP server

by pixeltable·io.github.pixeltable/mcp-server-pixeltable-developer·v0.2.1·7 stars
No reviews yet

Pixeltable MCP server for declarative multimodal tables, computed columns, and services.

A94/100grade A
Write a reviewInstall
What users say
No reviews yet
Be the first
Safety scan
A94/100

full report

Adoption
Growing

7 stars133 downloads/wk

Reviews

Write one

Nobody has reviewed Pixeltable Developer yet.

If you have run it, two minutes of your experience saves the next person an afternoon.

Pixeltable Developer tools (21, 3 write)

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

  • pixeltable_describe

    Return schema, computed-column, index, and version metadata for a local table or view.

  • pixeltable_errors
  • pixeltable_get_row
  • pixeltable_insert_rowswrite action

    Insert 1 to 1,000 JSON rows into a local table and run its stored computed columns.

  • pixeltable_list_catalog

    List tables, views, and directories in the local Pixeltable catalog.

  • pixeltable_recompute

    Preview or run computed-column recovery. Defaults to failed rows only and a dry run.

  • pixeltable_rows

    Preview up to 100 rows without evaluating unstored computed columns unless explicitly requested.

  • pixeltable_scaffold_app

    Initialize the project and write one Pixeltable 0.7 application or brief schema example.

  • pixeltable_schema_check

    Validate a TableModel schema file without reading or changing a catalog.

  • pixeltable_schema_diff

    Read the migration plan between a TableModel schema file and a local or hosted target.

  • pixeltable_schema_prune

    Preview or remove target tables that are absent from the TableModel schema.

  • pixeltable_schema_updatewrite action

    Reconcile a TableModel schema against a target. Destructive plans require explicit permission.

  • pixeltable_service_check

    Validate a FastAPIRouter application without changing a catalog or starting a service.

  • pixeltable_service_diff

    Compare declared FastAPI services with a local or hosted target without changing either.

  • pixeltable_service_list

    List services known locally or for one explicit local/hosted target.

  • pixeltable_service_prune

    Preview or remove running services absent from the application file.

  • pixeltable_service_stop

    Stop one or more named services without removing their configuration.

  • pixeltable_service_updatewrite action

    Start or reconcile declared services against a local or hosted target.

  • test_missing_capability
  • test_trigger_prompt_change
  • test_trigger_tool_change

Public scan report

scanner v0.1.10 · 2026-10-13 · same rubric, same numbers if you re-run it

no findings
  • Code scan72 source files scanned25/25
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitylocal package, no credentials required12/15
  • Maintenancelast push 2 days ago15/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year9/10
Overall 94/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Pixeltable Developer compares

Against every graded MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
94/100
higher than 96% of 48,255 servers
Tools
21
the typical server has 7
Tools that change things
14%
typical: 0%. Fewer write tools means less an agent can break
GitHub stars
7
more than 86% of 28,688 servers
Downloads a week
133
more than 69% of 12,191 servers with a package

What its tools let an agent do: 18 read · 3 change

Install Pixeltable Developer in Claude Code, Cursor or VS Code

claude mcp add mcp-server-pixeltable-developer -- uvx mcp-server-pixeltable-developer
Add to Cursor

What the publisher says

From the Pixeltable Developer repository's README, as published. We do not edit it. Read it on GitHub

Pixeltable Developer MCP Server

<!-- mcp-name: io.github.pixeltable/mcp-server-pixeltable-developer -->

A local MCP server for building and operating Pixeltable applications. Through the pxt CLI, an agent scaffolds one app.py, applies its tables to a catalog, inserts and inspects rows, recovers failed computations, and serves HTTP routes. It is a beta developer tool: it runs with your permissions and changes the catalog you point it at.

Quick start

Install uv. The server is on PyPI, and uvx downloads and runs it.

Claude Code:

claude mcp add pixeltable -e PIXELTABLE_MCP_PROJECT_ROOT=/absolute/path/to/app -e PIXELTABLE_HOME=/absolute/path/to/.pixeltable -- uvx mcp-server-pixeltable-developer

Other clients (Claude Desktop, Cursor, VS Code, and so on):

{
  "mcpServers": {
    "pixeltable": {
      "command": "uvx",
      "args": ["mcp-server-pixeltable-developer"],
      "env": {
        "PIXELTABLE_MCP_PROJECT_ROOT": "/absolute/path/to/app",
        "PIXELTABLE_HOME": "/absolute/path/to/.pixeltable"
      }
    }
  }
}

The app directory must exist. An empty one is fine: the server can scaffold app.py there. Restart the client after changing its configuration.

Both paths are fixed for the life of the process. Run one server per catalog when it applies schema or service changes.

Other ways to run it

Docker: mount the app directory, and keep the catalog in a named volume so it persists. Do not bind-mount a catalog from a macOS host: Postgres cannot set permissions on that directory, and initdb fails. On macOS, the app path must also be shared with your container engine, or the mount lands inside its VM.

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

Pixeltable Developer: common questions

Is Pixeltable Developer MCP server safe?
Yes, by our scan: it is graded A (94/100). Read the Pixeltable Developer safety report
How do I install Pixeltable Developer?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does Pixeltable Developer need an API key?
No secret keys are declared. It reads 2 settings from the environment.
Is Pixeltable Developer maintained?
The last commit was 24 days ago (2026-10-11). The latest release is v0.2.1.
How does Pixeltable Developer compare with other MCP servers?
safety score 94/100 (higher than 96% of 48,255 servers); tools 21 (the typical server has 7); tools that change things 14% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.