OpenImageDebugger MCP
PYPI · OID-MCP
MCP server giving AI agents eyes on OpenImageDebugger buffers in live gdb/lldb sessions
Available components
Last scanned (22 hours ago)
Scores higher than 70% of PyPI servers
Category Developer Tools
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 Security50
- Malware scan not yet available for this package.Unverified
- No known CVEs affecting this package version or its production dependencies.Pass
- No install/post-install scripts declared.Pass
- 0 of 30 dependencies flagged as unhealthy. View diagnostics → Pass
Provenance & Transparency84
- Source repository is publicly reachable at the declared URL. View diagnostics → Pass
- Cryptographically verified build provenance (signed, bound to OpenImageDebugger/OpenImageDebugger). View diagnostics → Pass
- License check failed: no license is declared. See how to fix → Fail
- Actively maintained (last published 9 days ago).Pass
- Disclosure check failed: no security disclosure policy was found in the source repository. See how to fix → Fail
Schema Quality & AI Usability71
- AI-judged instruction clarity (good).Pass
- Tool/resource definitions use about 925 tokens (~102/item across 9 items; 9 tools + 0 resources), lean.Pass
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management100
- No destabilizing schema changes in the last 30 days.Pass
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 (22% of tools); any adoption earns full credit.Pass
Tool Safety100
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- We read all 9 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 10 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
- Implements a supported MCP spec version (2025-11-25); the latest is 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.
- 4 Nov 26 −15
- Malware scan: pass → unverified ▼ security
- 3 Nov 26 +15
- Malware scan: unverified → pass ▲ security
- 2 Nov 26 −15
- Malware scan: pass → unverified ▼ security
- 1 Nov 26 0
- Stability: 0.97 → pass security
- 31 Oct 26 0
- Stability: pass → 0.97 functional
- 30 Oct 26 +15
- Malware scan: unverified → pass ▲ security
- 29 Oct 26 −15
- Malware scan: pass → unverified ▼ security
- Package version: 0.3.4 → 0.3.6 functional
- 26 Oct 26 0
- Stability: pass → unverified ▼ security
- Tool safety: pass → unverified ▼ security
- Capabilities: pass → unverified ▼ functional
- Tool coverage: 100 → unverified ▼ functional
- MCP protocol: Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28. functional
- Package version: 0.3.5 → 0.3.6 functional
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 4 Nov 2026 · Analysed pypi/oid-mcp@0.3.6
Provenance Verified
A signed build attestation was found and verified, binding this exact artifact to the source repository it claims to come from.
| Result | Verified |
|---|---|
| Ecosystem | pypi |
| Reason | Verified |
| Discovered via | Registry attestation endpoint |
| Source repo | OpenImageDebugger/OpenImageDebugger |
| Certificate issuer | https://token.actions.githubusercontent.com |
| Certificate SAN | https://github.com/OpenImageDebugger/OpenImageDebugger/.github/workflows/publish-oid-mcp.yml@refs/tags/oid-mcp-v0.3.6 |
| Rekor log index | 3473869815 |
| Predicate type | PyPI publish attestation https://docs.pypi.org/attestations/publish/v1 |
| Subject digest | sha256:3c13b82c8650763b6d1bbab2322ceff1aada74bb7632cc46c6c8a9345674366b |
Background: How many MCP packages publish verified provenance →
Dependencies 30 packages
| Packages resolved | 30 |
|---|---|
| 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 →
dump ~71
Save the buffer losslessly as .npy; returns the file path. Refuses to overwrite an existing file unless overwrite=true, so an unintended path cannot clobber your data.
| Name | Type | Req | Description |
|---|---|---|---|
| overwrite | boolean | – | – |
| path | – | – | – |
| session | – | – | – |
| symbol | string | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
get_view ~48
Read the OID viewer's current view state. Returns buffer/center/zoom/rotation_deg/channel/auto_contrast. auto_contrast is global (not per-buffer).
| Name | Type | Req | Description |
|---|---|---|---|
| session | – | – | – |
No output schema declared.
No examples provided.
list_buffers ~61
List symbols observable as image buffers at the current stop. session: a debugger or viewer pid from list_sessions(); defaults to the most recently started live debugger session, or the most recently started live viewer window if none is live.
| Name | Type | Req | Description |
|---|---|---|---|
| session | – | – | – |
No output schema declared.
No examples provided.
list_sessions ~56
List live OID debug sessions and viewer windows this server can reach. Each viewer shows its debugger_pid pairing (None for a standalone oidwindow), so a caller can target either a debugger's session pid or its viewer window explicitly.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
plot ~31
Mirror a buffer into the human's OID viewer window.
| Name | Type | Req | Description |
|---|---|---|---|
| session | – | – | – |
| symbol | string | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
set_view ~151
Set the OID viewer's view of a buffer (absolute/idempotent). Only the fields you pass are changed; omitted fields keep their current value. session: a viewer pid or a paired debugger pid, as for the pixel tools. channel selects a single display channel by 0-based index (``0``, ``1``, ``2``) or ``"all"`` to restore the natural layout. auto_contrast is a global viewer setting (not per-buffer), matching get_view.
| Name | Type | Req | Description |
|---|---|---|---|
| auto_contrast | – | – | – |
| buffer | – | – | – |
| center | – | – | – |
| channel | – | – | – |
| rotation_deg | – | – | – |
| session | – | – | – |
| zoom | – | – | – |
No output schema declared.
No examples provided.
stats ~40
Per-channel min/max/mean/std and NaN/Inf/zero counts.
| Name | Type | Req | Description |
|---|---|---|---|
| region | – | – | – |
| session | – | – | – |
| symbol | string | yes | – |
No output schema declared.
No examples provided.
values ~67
Exact pixel values for a small crop (at most 1024 numbers).
| Name | Type | Req | Description |
|---|---|---|---|
| channel | – | – | – |
| h | integer | yes | – |
| session | – | – | – |
| symbol | string | yes | – |
| w | integer | yes | – |
| x | integer | yes | – |
| y | integer | yes | – |
No output schema declared.
No examples provided.
view ~140
Look at a buffer as an image. region: [x, y, w, h] crop in displayed coordinates (the stateless zoom: view the whole buffer, spot the artifact, view that region). channel: render one storage channel as grayscale. vmin/vmax: fix the normalization range (comparable across buffers); default normalizes per channel over the full buffer, so zooming never changes brightness. NaN pixels render magenta.
| Name | Type | Req | Description |
|---|---|---|---|
| channel | – | – | – |
| max_px | integer | – | – |
| region | – | – | – |
| session | – | – | – |
| symbol | string | yes | – |
| vmax | – | – | – |
| vmin | – | – | – |
No output schema declared.
No examples provided.
How do I install the OpenImageDebugger MCP server?
OpenImageDebugger MCP runs locally as a PyPI package, launched with uvx oid-mcp. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.
pypi · oid-mcp
claude mcp add openimagedebugger-oid-mcp -- uvx oid-mcp
What is the OpenImageDebugger MCP server?
OpenImageDebugger MCP is listed in the public MCP registry as io.github.OpenImageDebugger/oid-mcp. MCP server giving AI agents eyes on OpenImageDebugger buffers in live gdb/lldb sessions. This page covers its PyPI package (oid-mcp).
Is the OpenImageDebugger MCP server safe to use?
OpenImageDebugger MCP scores 74 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 4 November 2026. It declares no install or post-install scripts. Its build provenance is signed and verified. 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 OpenImageDebugger MCP server expose?
OpenImageDebugger MCP exposes 9 tools: list_sessions, list_buffers, view, stats, values, and 4 more. Their descriptions and schemas cost roughly 665 tokens of context every time the server is loaded.
Is the OpenImageDebugger MCP server still maintained?
OpenImageDebugger MCP is still listed as active in the MCP registry. We last reached this channel on 4 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.