Chalkcast
PYPI · CHALKCAST
Author, render and visually verify Manim math animations from natural language
Available components
Last scanned (6 hours ago)
Scores higher than 65% of PyPI servers
Category Design and Media
How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. How we score → Why this is hard to score →
Supply Chain Security100
- No malware found by supply-chain analysis.Pass
- No known CVEs affecting this package version or its production dependencies.Pass
- Runs hatchling.build at install time, a recognised build step with no custom scripting around it. View diagnostics → Pass
- 1 of 29 dependencies flagged as unhealthy. View diagnostics → Partial
Provenance & Transparency45
- Source repository is publicly reachable at the declared URL. View diagnostics → Pass
- Provenance check failed: no build-provenance attestation is published. See how to fix → View diagnostics → Fail
- Clear OSI-approved license (MIT).Pass
- Actively maintained (last published 10 days ago).Pass
- Disclosure check failed: no security disclosure policy was found in the source repository. See how to fix → Fail
Schema Quality & AI Usability58
- AI-judged instruction clarity (fair).Partial
- Context-footprint check failed: tool/resource definitions use about 2581 tokens (~122/item across 21 items; 21 tools + 0 resources), over budget; trim descriptions and params. See how to fix → Fail
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management37
- Stability observed for 11 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage71
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 0% of tool parameters carry a description.Fail
- Structured output schemas are declared (100% of tools); any adoption earns full credit.Pass
Tool Safety75
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- 0 of 2 tool(s) whose name or description implies an irreversible operation declare an MCP destructiveHint annotation; "remove_object" implies "remove" and declares no destructiveHint at all, which the MCP spec reads as destructive by default. See how to fix → Fail
- An AI judge read all 21 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
- Implements a current MCP spec version (2026-07-28).Pass
Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 5 Nov 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 33 to 37. That category is still filling its 30-day observation window: 10 days of observed history at the previous scan, 11 at this one. The score rises as the window fills, whether or not the server changes.
- 3 Nov 26 +16
- Malware scan: unverified → pass ▲ security
- 1 Nov 26 −14
- Malware scan: pass → unverified ▼ security
- 30 Oct 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 13 to 17. That category is still filling its 30-day observation window: 4 days of observed history at the previous scan, 5 at this one. The score rises as the window fills, whether or not the server changes.
- 27 Oct 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 3 to 7. That category is still filling its 30-day observation window: 1 days of observed history at the previous scan, 2 at this one. The score rises as the window fills, whether or not the server changes.
- 25 Oct 26 64
First indexed and scored.
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 5 Nov 2026 · Analysed pypi/chalkcast@0.1.0
Provenance No attestation
The registry publishes no build provenance for this version, so there is nothing to verify.
| Result | No attestation |
|---|---|
| Ecosystem | pypi |
| Reason | No attestation published |
Background: How many MCP packages publish verified provenance →
Install scripts 1 script
| Hook | Tier | Command |
|---|---|---|
| build_backend | allowlisted | hatchling.build |
Background: Why install scripts are a supply-chain risk →
Dependencies 29 packages
| Packages resolved | 29 |
|---|---|
| No linked repository | 1 |
| Tree resolution | Complete |
Background: SBOMs and build attestations, explained →
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →
add_area ~149
Shade the area between a plotted function and the x-axis on [x_min, x_max] (the integral). [x_min, x_max] must lie within the plot's x_range, y = 0 must be on the axes, and the function must be defined and inside y_range there (otherwise an error says what to widen). It follows its plot (move the plot, not it).
| Name | Type | Req | Description |
|---|---|---|---|
| color | – | – | – |
| function_index | integer | – | – |
| opacity | number | – | – |
| plot_id | string | yes | – |
| project_id | – | – | – |
| scene_id | – | – | – |
| x_max | number | – | – |
| x_min | number | – | – |
Structured output declared, but exposes no named fields.
No examples provided.
add_equation ~112
Add a LaTeX equation (math mode, e.g. tex=r'e^{i\pi}+1=0'). Dirac notation (\ket{n}, \bra{n}, \braket{a}{b}, \expval{A}) and physics macros work.
| Name | Type | Req | Description |
|---|---|---|---|
| color | – | – | – |
| project_id | – | – | – |
| scale | number | – | – |
| scene_id | – | – | – |
| tex | string | yes | – |
| x | number | – | – |
| y | number | – | – |
Structured output declared, but exposes no named fields.
No examples provided.
add_parameter ~102
Declare a continuous scene parameter (e.g. time t). Use it by name in plot expressions or shape anchors (expr='sin(x - t)'), then animate it smoothly with add_step(kind='tween', param=name, value=...). Curves, areas and anchored shapes that use it are redrawn every frame.
| Name | Type | Req | Description |
|---|---|---|---|
| name | string | yes | – |
| project_id | – | – | – |
| scene_id | – | – | – |
| value | number | – | – |
Structured output declared, but exposes no named fields.
No examples provided.
add_plot ~292
Add axes with functions of x. Each function: {'expr': 'sin(x)', 'color': 'YELLOW'}. Expressions use x, bare math functions (sin, exp, sqrt, sign, ...), np.<fn>, and declared scene parameters; they are validated now. Sampling is adaptive (dense, no spline overshoot on jumps, curves split at poles and clipped to the axes); optional overrides: 'smooth': bool, 'dx': step. x_label/y_label are LaTeX. Defaults: x_range [-5, 5, 1], y_range [-3, 3, 1]; a [min, max] range gets a readable tick step (4-8 ticks, starting at min, or at 0 if 0 is inside the range); the result echoes the ranges used. Curves without a color get distinct colors suited to the theme. The axes are centred at (x, y); labels hang off them. Without functions you get bare axes.
| Name | Type | Req | Description |
|---|---|---|---|
| functions | – | – | – |
| height | number | – | – |
| project_id | – | – | – |
| scene_id | – | – | – |
| show_numbers | boolean | – | – |
| width | number | – | – |
| x | number | – | – |
| x_label | – | – | – |
| x_range | – | – | – |
| y | number | – | – |
| y_label | – | – | – |
| y_range | – | – | – |
Structured output declared, but exposes no named fields.
No examples provided.
add_riemann ~156
Riemann rectangles (left endpoints, fill opacity 0.6, one color) under a plotted function on [x_min, x_max] within the plot's x_range; (x_max - x_min)/dx must be a whole number, y = 0 must be on the axes and the function inside y_range there. Smaller dx = finer; transform coarse->fine to show convergence. They follow their plot.
| Name | Type | Req | Description |
|---|---|---|---|
| color | – | – | – |
| dx | number | – | – |
| function_index | integer | – | – |
| plot_id | string | yes | – |
| project_id | – | – | – |
| scene_id | – | – | – |
| x_max | number | – | – |
| x_min | number | – | – |
Structured output declared, but exposes no named fields.
No examples provided.
add_scene ~58
Append a scene to the project; it becomes the default target of later calls without scene_id. The title is a label for you (it is not drawn: use add_text).
| Name | Type | Req | Description |
|---|---|---|---|
| project_id | – | – | – |
| title | string | – | – |
Structured output declared, but exposes no named fields.
No examples provided.
add_shape ~278
Add primitive geometry: circle|square|rectangle|triangle|arrow|dot|line, centred at (x, y) (default 0, 0). size (default 1): circle = diameter, square = side, triangle = circumradius, dot = 10 x radius (minimum radius 0.05), line/arrow = length (horizontal). rectangle: width x height (default 1 x 0.5) instead of size. line/arrow: give x1,y1,x2,y2 for an explicit segment (any direction) instead of size/x/y. Anchor in a plot's coordinates with plot_id + at_x + at_y expressions instead of x/y (they may use scene parameters, so a dot can track <x>(t) while a tween runs). Arguments that do not apply to the chosen shape are rejected.
| Name | Type | Req | Description |
|---|---|---|---|
| at_x | – | – | – |
| at_y | – | – | – |
| color | – | – | – |
| height | – | – | – |
| plot_id | – | – | – |
| project_id | – | – | – |
| scene_id | – | – | – |
| shape | string | – | – |
| size | – | – | – |
| width | – | – | – |
| x | – | – | – |
| x1 | – | – | – |
| x2 | – | – | – |
| y | – | – | – |
| y1 | – | – | – |
| y2 | – | – | – |
Structured output declared, but exposes no named fields.
No examples provided.
add_step ~316
Append a timed beat. kind: write|transform|highlight|fade|camera_move|wait|tween. write/highlight/fade: all targets animate together, over `duration` (a plot's axes and curves are drawn together; highlight is a brief 1.2x pulse in the theme's accent color). An object driven by a parameter cannot be written, highlighted or faded in the same beat as a tween of that parameter (Manim freezes it). transform: one target morphs into `to` (the target keeps its id afterwards). camera_move: zoom is absolute (1 = the full frame, 2 = twice as close); focus_x/ focus_y recentre the camera, omitted = keep the current centre. tween: animate scene parameter `param` to `value` continuously (linear in time). with_previous=true plays this step at the same time as the previous one (e.g. move a curve and a dot together); not after a wait. `note` is a label for you (not drawn). Arguments that do not apply to `kind` are rejected.
| Name | Type | Req | Description |
|---|---|---|---|
| duration | number | – | – |
| focus_x | – | – | – |
| focus_y | – | – | – |
| kind | string | yes | – |
| note | string | – | – |
| param | – | – | – |
| project_id | – | – | – |
| scene_id | – | – | – |
| targets | – | – | – |
| to | – | – | – |
| value | – | – | – |
| with_previous | boolean | – | – |
| zoom | – | – | – |
Structured output declared, but exposes no named fields.
No examples provided.
add_text ~86
Add a title/label/callout (plain text, any language). The rendered size is font_size x scale.
| Name | Type | Req | Description |
|---|---|---|---|
| color | – | – | – |
| font_size | number | – | – |
| project_id | – | – | – |
| scale | number | – | – |
| scene_id | – | – | – |
| text | string | yes | – |
| x | number | – | – |
| y | number | – | – |
Structured output declared, but exposes no named fields.
No examples provided.
close_project ~43
Release a project session (default: the current one). If others are open, the most recently opened becomes current; the result names it.
| Name | Type | Req | Description |
|---|---|---|---|
| project_id | – | – | – |
Structured output declared, but exposes no named fields.
No examples provided.
export_gif ~86
Export the latest render of a scene as a shareable GIF, resampled to `width` pixels wide at `fps` (defaults keep GIFs small). Blocked by open error obligations of that render and by edits made since it.
| Name | Type | Req | Description |
|---|---|---|---|
| fps | integer | – | – |
| project_id | – | – | – |
| scene_id | – | – | – |
| width | integer | – | – |
Structured output declared, but exposes no named fields.
No examples provided.
fix_scene ~91
Automatically repair measured problems that have a mechanical fix: objects pushed back inside the frame, labels moved to the nearest free spot, curve sampling corrected, too-small text enlarged. Repeats measure->fix up to max_rounds, reports every change, and lists what still needs the author.
| Name | Type | Req | Description |
|---|---|---|---|
| max_rounds | integer | – | – |
| project_id | – | – | – |
| scene_id | – | – | – |
Structured output declared, but exposes no named fields.
No examples provided.
inspect_environment ~32
Which providers are present (Manim, LaTeX, ffmpeg, vision) and what degrades without each.
Input schema present but exposes no named parameters.
Structured output declared, but exposes no named fields.
No examples provided.
inspect_project ~29
Current project state: scenes, objects, steps, parameters and open obligations.
| Name | Type | Req | Description |
|---|---|---|---|
| project_id | – | – | – |
Structured output declared, but exposes no named fields.
No examples provided.
inspect_render ~88
Verify a scene WITHOUT rendering video (~1-2 s): builds the real Manim objects and measures them -- LaTeX/expression compile errors, off-screen objects, label collisions, curve fidelity (drawn vs true function), legibility, timing. Call it after authoring and fix what it reports before render_scene.
| Name | Type | Req | Description |
|---|---|---|---|
| project_id | – | – | – |
| scene_id | – | – | – |
Structured output declared, but exposes no named fields.
No examples provided.
open_project ~95
Start a project session and make it the current one (later calls without project_id target it). quality: low (480p) | medium (720p) | high (1080p). fps: frame rate, default 15/30/60 for low/medium/high. theme: chalkboard|whiteboard|dark.
| Name | Type | Req | Description |
|---|---|---|---|
| fps | – | – | – |
| quality | string | – | – |
| theme | string | – | – |
Structured output declared, but exposes no named fields.
No examples provided.
remove_object ~116
Delete an object. If steps or other objects (areas, anchored shapes) depend on it, nothing is removed unless cascade=true, which also removes the dependent objects and takes the removed ids out of steps (a step left with nothing to animate is deleted; other targets of a shared step stay). The reply lists exactly what was deleted or changed, and any object left without a step.
| Name | Type | Req | Description |
|---|---|---|---|
| cascade | boolean | – | – |
| object_id | string | yes | – |
| project_id | – | – | – |
| scene_id | – | – | – |
Structured output declared, but exposes no named fields.
No examples provided.
remove_step ~69
Delete one step of the timeline (later steps are renumbered). A with_previous step that was joined to the removed one starts its own beat; it is listed in regrouped_steps.
| Name | Type | Req | Description |
|---|---|---|---|
| project_id | – | – | – |
| scene_id | – | – | – |
| step_index | integer | yes | – |
Structured output declared, but exposes no named fields.
No examples provided.
render_frame ~32
Fast single-still preview of a scene (last frame).
| Name | Type | Req | Description |
|---|---|---|---|
| project_id | – | – | – |
| scene_id | – | – | – |
Structured output declared, but exposes no named fields.
No examples provided.
render_scene ~50
Render one scene to video + sampled frames, then run verification lanes. The scene is measured first; if it cannot compile, no render is attempted.
| Name | Type | Req | Description |
|---|---|---|---|
| project_id | – | – | – |
| scene_id | – | – | – |
Structured output declared, but exposes no named fields.
No examples provided.
update_object ~301
Change an existing object in place (only the fields you pass). Use it to reposition, rescale, recolor, retype text/LaTeX, replace plot functions or ranges, or adjust an area/Riemann interval -- no need to rebuild the scene. Explicit line/arrow segments move by their endpoints x1, y1, x2, y2. Everything is validated first: on error nothing changes. A plot's color is the default color of its curves without one (axes keep the theme ink). Areas, Riemann sums and anchored shapes follow their plot: move the plot instead.
| Name | Type | Req | Description |
|---|---|---|---|
| at_x | – | – | – |
| at_y | – | – | – |
| color | – | – | – |
| dx | – | – | – |
| font_size | – | – | – |
| functions | – | – | – |
| height | – | – | – |
| object_id | string | yes | – |
| opacity | – | – | – |
| project_id | – | – | – |
| scale | – | – | – |
| scene_id | – | – | – |
| show_numbers | – | – | – |
| size | – | – | – |
| tex | – | – | – |
| text | – | – | – |
| width | – | – | – |
| x | – | – | – |
| x1 | – | – | – |
| x2 | – | – | – |
| x_label | – | – | – |
| x_max | – | – | – |
| x_min | – | – | – |
| x_range | – | – | – |
| y | – | – | – |
| y1 | – | – | – |
| y2 | – | – | – |
| y_label | – | – | – |
| y_range | – | – | – |
Structured output declared, but exposes no named fields.
No examples provided.
How do I install the Chalkcast MCP server?
Chalkcast runs locally as a PyPI package, launched with uvx chalkcast. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.
pypi · chalkcast
claude mcp add fredmichel-chalkcast -- uvx chalkcast
What is the Chalkcast MCP server?
Chalkcast is an MCP server listed in the public MCP registry as io.github.FredMichel/chalkcast. Author, render and visually verify Manim math animations from natural language. This page covers its PyPI package (chalkcast).
Is the Chalkcast MCP server safe to use?
Chalkcast scores 69 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 5 November 2026. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.
What tools does the Chalkcast MCP server expose?
Chalkcast exposes 21 tools: open_project, inspect_project, close_project, add_scene, add_parameter, and 16 more. Their descriptions and schemas cost roughly 2,581 tokens of context every time the server is loaded.
Is the Chalkcast MCP server still maintained?
Chalkcast is still listed as active in the MCP registry. We last reached this channel on 5 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.
What licence is the Chalkcast MCP server under?
Chalkcast declares the MIT licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.