llmxray

MCPcommunity

v0.8.11io.github.LogneBudoApache-2.0Updated 1d agonpm GitHub

Local LLM Observatory — See what your AI is actually doing, token by token.

Works in

ClaudeCursorCopilotGemini

Inferred from the transports this listing declares (stdio). A client not listed here hasn’t been ruled out — it just isn’t something Forge can confirm.

Automatically indexed from public sources. Not yet verified by the developer on Forge.Claim this listing →

2kDownloads/wk

27GitHub stars

3Forks

1d agoLast update

Package

Authorio.github.LogneBudo

LicenseApache-2.0

Version0.8.11

Sourcenpm+mcp-registry

GitHubLogneBudo/llmxray

SBOMCycloneDX 1.6 ↓

Trust Status

B

60/100Good

✓Listed in Forge index+10/10

—Publisher identity verified+0/20

→ Publisher: run `forge publish` from the package repo to claim ownership

—Ed25519 publish signature+0/5

→ Included automatically when the publisher runs `forge publish`

—Domain verification+0/5

→ Publisher: host /.well-known/forge.json on the package homepage with { "publisher": "<github-login>" }

—npm Trusted Publishing (Sigstore)+0/5

→ Publish from GitHub Actions with --provenance so the attestation binds this package to this repo

—npm maintainer match+0/5

→ Earned once your identity is verified above and that login is an npm maintainer of this package

✓CVE scan · clean+30/30

✓Static analysis · clean+20/20

Paste into Claude Code, Cursor, or any AI assistant to fix all gaps

StatusCommunity-indexed

PublisherUnverified

SignatureUnsigned

Domain—

Provenance—

Dependencies✓ 60 resolved+ · none vulnerable

Tool surface40 tools · none privileged

Security scan✓ Cleanv0.8.11 · todayHow well does this scan work?

PROMPTtool:systemReferences the system prompt

EvalsNone

IndexedOct 17, 2026

Verification confirms publisher identity (repo ownership), not code safety. The security scan covers known CVEs and suspicious install scripts.

Tools

40 tools · none privileged

Statically extracted from the published packagev0.8.11 · 5h ago

Read out of the source npm actually ships, at scan time. The package was never executed. Tools registered dynamically at runtime, or hidden inside bundled or minified code, can be missed — so this is a floor on the tool surface, not a complete census of it.

Filter toolsPrivileged only

helpShow all available commands

Show all available commands

No input schema was published for this tool.

clearClear current conversation

Clear current conversation

No input schema was published for this tool.

newStart a new chat session

Start a new chat session

No input schema was published for this tool.

summarizeAsk the model to summarize the conversation

Ask the model to summarize the conversation

No input schema was published for this tool.

saveExport conversation as JSON or text

Export conversation as JSON or text

No input schema was published for this tool.

copyCopy last assistant response to clipboard

Copy last assistant response to clipboard

No input schema was published for this tool.

historyShow recent conversations

Show recent conversations

No input schema was published for this tool.

modelSwitch model or list available models

Switch model or list available models

No input schema was published for this tool.

systemSet the system prompt

Set the system prompt

NOTEReferences the system promptSet the system prompt

No input schema was published for this tool.

temperatureSet temperature (0-2)

Set temperature (0-2)

No input schema was published for this tool.

top_pSet top-p / nucleus sampling (0-1)

Set top-p / nucleus sampling (0-1)

No input schema was published for this tool.

top_kSet top-k sampling (1-100)

Set top-k sampling (1-100)

No input schema was published for this tool.

contextSet context window size

Set context window size

No input schema was published for this tool.

repeat_penaltySet repeat penalty (1.0-2.0)

Set repeat penalty (1.0-2.0)

No input schema was published for this tool.

seedSet seed for reproducibility (-1 for random)

Set seed for reproducibility (-1 for random)

No input schema was published for this tool.

stopSet stop sequences (comma-separated)

Set stop sequences (comma-separated)

No input schema was published for this tool.

mirostatSet mirostat mode (0=off, 1=v1, 2=v2)

Set mirostat mode (0=off, 1=v1, 2=v2)

No input schema was published for this tool.

formatToggle JSON output format

Toggle JSON output format

No input schema was published for this tool.

resetReset all settings to defaults

Reset all settings to defaults

No input schema was published for this tool.

ragToggle RAG context on/off

Toggle RAG context on/off

No input schema was published for this tool.

toolsOpen tools settings panel

Open tools settings panel

No input schema was published for this tool.

statusShow Ollama connection status and model info

Show Ollama connection status and model info

No input schema was published for this tool.

tokensShow token count for current session

Show token count for current session

No input schema was published for this tool.

speedShow average generation speed across sessions

Show average generation speed across sessions

No input schema was published for this tool.

compareNavigate to the Compare page

Navigate to the Compare page

No input schema was published for this tool.

sessionView current session details

View current session details

No input schema was published for this tool.

rememberRemember a fact about you across conversations

Remember a fact about you across conversations

No input schema was published for this tool.

forgetForget a previously remembered fact

Forget a previously remembered fact

No input schema was published for this tool.

memoriesShow all remembered facts

Show all remembered facts

No input schema was published for this tool.

nomic-embed-textNomic — 137M params, fast & good

Nomic — 137M params, fast & good

No input schema was published for this tool.

mxbai-embed-largemixedbread.ai — 335M params, high quality

mixedbread.ai — 335M params, high quality

No input schema was published for this tool.

all-minilmMiniLM — 23M params, very lightweight

MiniLM — 23M params, very lightweight

No input schema was published for this tool.

snowflake-arctic-embedSnowflake — 110M params, balanced

Snowflake — 110M params, balanced

No input schema was published for this tool.

llama3.2Meta Llama 3.2 -- fast general-purpose chat

Meta Llama 3.2 -- fast general-purpose chat

No input schema was published for this tool.

llama3.1Meta Llama 3.1 -- strong reasoning and instruction following

Meta Llama 3.1 -- strong reasoning and instruction following

No input schema was published for this tool.

gemma3Google Gemma 3 -- efficient and multilingual

Google Gemma 3 -- efficient and multilingual

No input schema was published for this tool.

gemma2Google Gemma 2 -- balanced performance

Google Gemma 2 -- balanced performance

No input schema was published for this tool.

mistralMistral 7B -- strong European model

Mistral 7B -- strong European model

No input schema was published for this tool.

phi4Microsoft Phi-4 -- small but capable

Microsoft Phi-4 -- small but capable

No input schema was published for this tool.

qwen2.5Alibaba Qwen 2.5 -- multilingual powerhouse

Alibaba Qwen 2.5 -- multilingual powerhouse

No input schema was published for this tool.

40 of 40 tools published a description.

Tool names and descriptions are written by the publisher and shown verbatim as inert text. They are the strings an MCP client passes to a model, so Forge scans them for prompt-injection patterns — any finding appears with the security scan above. “Privileged” is a keyword match on the tool name, not an audit of what the tool does: a benign-sounding name can still do anything.

About

Local LLM Observatory — See what your AI is actually doing, token by token.

Keywords

mcp

Alternatives

Comparing tool surfaces…

Tools exposed

40 tools · none privileged · observed 2026-10-21 by static extraction. A tool surface is what one scan read on one day, not a live capability list.

Linked names open Forge’s index of every entry observed exposing that tool. Browse all indexed tools.

Dependency tree

What one Forge scan resolved from npm metadata on 2026-10-21 — observed resolution, not a publisher declaration.

60 packages resolved · 3 direct · none carrying advisories Resolution stops at depth 4 and 60 packages.

zod4.6.7
express5.3.0+7 not drawn21 dependencies
- qs6.16.1+2 not drawn
- depd2.0.0
- etag1.8.1
- once1.4.0+1 not drawn
- send1.2.1+2 not drawn9 dependencies
  - debug4.4.3+1 not drawn
  - encodeurl2.0.0
  - escape-html1.0.3
  - etag1.8.1shown above
  - fresh2.0.0
  - http-errors2.0.1incomplete+2 not drawn1 dependency
    depd2.0.0shown above
  - mime-types3.0.2+1 not drawn
  - on-finished2.4.1incomplete
  - statuses2.0.2
- vary1.1.2
- debug4.4.3shown above+1 not drawn
- fresh2.0.0shown above
- cookie0.7.2
- router2.2.0+2 not drawn3 dependencies
  - debug4.4.3shown above+1 not drawn
  - depd2.0.0shown above
  - parseurl1.3.3
- accepts2.0.0+1 not drawn1 dependency
  - mime-types3.0.2shown above+1 not drawn
- type-is2.1.0+2 not drawn1 dependency
  - mime-types3.0.2shown above+1 not drawn
- parseurl1.3.3shown above
- statuses2.0.2shown above
- encodeurl2.0.0shown above
- mime-types3.0.2shown above+1 not drawn
- proxy-addr2.0.8+2 not drawn
- body-parser2.3.0+4 not drawn5 dependencies
  - qs6.16.1shown above+2 not drawn
  - debug4.4.3shown above+1 not drawn
  - type-is2.1.0shown above+2 not drawn
  - http-errors2.0.1incompleteshown above+2 not drawn
  - on-finished2.4.1incompleteshown above
- escape-html1.0.3shown above
- http-errors2.0.1incompleteshown above+2 not drawn
- on-finished2.4.1incompleteshown above
@modelcontextprotocol/sdk1.32.1+15 not drawn2 dependencies
- zod4.6.7shown above
- express5.3.0shown above+7 not drawn

The crawl stopped at the 60-package limit. The rest of the tree was never resolved.

36 more resolved packages are not drawn here (display cap: 24). Every dependency carrying an advisory is drawn regardless of the cap. Full inventory (CycloneDX SBOM)

Declared but not resolved

38 declared dependencies never landed in the tree. They are missing from Forge's resolution, not from the package.

package cap reached: 38

setprototypeof ~1.2.0 — required by http-errors@2.0.1package cap reached
statuses ~2.0.2 — required by http-errors@2.0.1package cap reached
toidentifier ~1.0.1 — required by http-errors@2.0.1package cap reached
ee-first 1.1.1 — required by on-finished@2.4.1package cap reached
debug ^4.4.0 — required by finalhandler@2.1.1package cap reached
encodeurl ^2.0.0 — required by finalhandler@2.1.1package cap reached
escape-html ^1.0.3 — required by finalhandler@2.1.1package cap reached
on-finished ^2.4.1 — required by finalhandler@2.1.1package cap reached
parseurl ^1.3.3 — required by finalhandler@2.1.1package cap reached
statuses ^2.0.1 — required by finalhandler@2.1.1package cap reached
encodeurl ^2.0.0 — required by serve-static@2.2.1package cap reached
escape-html ^1.0.3 — required by serve-static@2.2.1package cap reached

+26 more not listed. The counts by reason above cover all of them.

Not followed: peerDependencies. This tree covers runtime dependencies only, so anything those pull in was never resolved.