Atlas / MCP servers / pixeltable / mcp-server-pixeltable-developer

mcp-server-pixeltable-developerCAUTION

mcp/pixeltable/mcp-server-pixeltable-developer

A local Model Context Protocol server for building, inspecting, and operating Pixeltable applications.

Verdict
CAUTION
Grade
B
Trust score
89 /100
Exposed tools
8 5r · 3w · 0d
Transport
stdio · streamable-http
License
Apache-2.0
Stars
7
01

Overview

From the repository's own README, as read at the audited commit. Badges and raw HTML are left out.

A local Model Context Protocol server for building, inspecting, and operating Pixeltable applications. Version 0.2 follows the application-first workflow in pixeltable-skill 2.12.0: generate one app.py, apply its schema, and serve its routes with the pxt CLI.

Compatibility

The server is a beta developer tool. It runs with the permissions of the process that launched it and can mutate the selected Pixeltable catalog. Point PIXELTABLE_MCP_PROJECT_ROOT at the application directory and PIXELTABLE_HOME at the intended catalog before startup. Both locations are fixed for the life of the process. Use a separate catalog for evaluation and automated tests.

Install and connect

Install `uv`, then run the server from PyPI:

uvx mcp-server-pixeltable-developer --version

For reproducible development from a clone:

git clone https://github.com/pixeltable/mcp-server-pixeltable-developer.git
cd mcp-server-pixeltable-developer
uv sync --frozen --extra test

The repository also builds a container image that runs the same stdio server. Mount your application directory and point both variables at the mounts; the catalog is lost with the container unless you mount one too. On macOS, the host paths must be shared with your container engine, or the mount lands inside its VM:

docker build -t mcp-server-pixeltable-developer .
docker run --rm -i \
-e PIXELTABLE_MCP_PROJECT_ROOT=/work/app -e PI
Read from source at commit c14b371c48f3OBSERVED · 2026-10-10
02

Connect

Built from this server's own package name, version and transport as found in its source — not copied from anyone's documentation, so it cannot drift against a page we do not control. Replace the environment placeholders with a token scoped to the least it needs.

claude-code (pypi)
claude mcp add mcp-server-pixeltable-developer -- uvx mcp-server-pixeltable-developer==0.2.1
03

Exposed tools (8)

5 read · 3 write · 0 destructive.

ToolRiskDescription
pixeltable_describereadtable_path = config.validate_catalog_path(path)
pixeltable_schema_checkreadfile_label = _project_label(config, schema_file)
pixeltable_service_checkreadfile_label = _project_label(config, app_file)
pixeltable_service_listreadarguments = [
pixeltable_service_stopwritevalidated_names = [_validate_service_reference(name) for name in names]
test_missing_capabilityreadcapabilities = ctx.session.client_capabilities
test_trigger_prompt_changewriteserver.add_prompt(Prompt.from_function(dynamic_prompt, name=
test_trigger_tool_changewriteserver.add_tool(dynamic_tool, name=
04

Trust audit

CAUTIONgrade B · trust 89/100 Install with care. The audit found things worth knowing before you trust its output.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codeWARN
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
declared (1 observation(s))
Network
declared (8 observation(s))
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (6)

MEDIUMNetwork egress · net.raw_ip · CWE-200, CWE-319
scripts/run-conformance.sh:87
--url "http://127.0.0.1:${domain_port}/mcp" \
MEDIUMNetwork egress · net.raw_ip · CWE-200, CWE-319
scripts/run-conformance.sh:111
--url "http://127.0.0.1:${fixture_port}/mcp" \
MEDIUMNetwork egress · net.raw_ip · CWE-200, CWE-319
src/mcp_server_pixeltable_developer/canvas.py:95
self.origin = f"http://127.0.0.1:{self.port}"
LOWInventory / provenance · inv.binary · CWE-1104
evals/fixtures/audio.wav
audio.wav
Why it matters. a compiled or binary member cannot be reviewed from source
Fix. ship source, or explain the binary in the README
LOWCode injection · code.eval_exec · CWE-78, CWE-94, CWE-95
tests/test_documentation.py:80
assert "eval(" not in safe_source
Why it matters. evaluates text as code
Fix. remove; use a parser or a dispatch table
LOWCode injection · code.eval_exec · CWE-78, CWE-94, CWE-95
tests/test_documentation.py:81
assert "exec(" not in safe_source
Why it matters. evaluates text as code
Fix. remove; use a parser or a dispatch table

Gates applied: no_behavioural_pass.

Audited 2026-10-10 · audit v0.4.1 · source sha c14b371c48f3full audit observations/trust-audit/mcp-server/pixeltable__mcp-server-pixeltable-developer.json · Report an issue / request a re-scan
05

Audit history

Every audit this server has had. A grade with a past is a grade somebody is still checking.

DateSourceVerdictGradeScoreChange
2026-10-10c14b371c48f3CAUTIONB89first audit
06

Questions

What is the mcp-server-pixeltable-developer MCP server?

A local Model Context Protocol server for building, inspecting, and operating Pixeltable applications.

What tools does mcp-server-pixeltable-developer expose?

8 in total: 5 read-only, 3 that write, and 0 that can delete or overwrite. Every one is listed on this page with its risk.

Is mcp-server-pixeltable-developer safe to connect to an agent?

With care. The audit graded it B (89/100) and found 6 things worth knowing before you trust this server, listed below with the exact line each was found on.

What credentials does mcp-server-pixeltable-developer need?

It reads EXAMPLE_API_KEY from the environment. Give it a token scoped to the least it needs — an agent that can be talked into calling a tool can be talked into calling it with your credentials.

How does mcp-server-pixeltable-developer run?

It speaks stdio and streamable-http, so it runs as a local process your client starts. It is published on PyPI as mcp-server-pixeltable-developer.

How current is this page?

The grade is for one exact copy of the source (c14b371c48f3), read on 2026-10-10. The repository is watched and re-audited when it changes.

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