Skills/Glama/fundus

fundus@0.2.1

CAUTION· not started

Publisher claims: "Exposes roughly forty tools over streamable HTTP so AI assistants can search an archive of sourced evidence, time series, forecasts, slides and datasets, reuse existing material with its citations, and write new sourced findings back. It also covers slide and deck management, feedback, photo and dataset access." Observed in sandbox: no network, touches nothing outside the project, writes no memory.

Registry GlamaPublisher falkue · publishing for 7 daysInstalls 0Last detonated 7d ago
What would fix thisWatchDispute verdict

Coverage

Not started: dependency install failed; the server itself was not observed.
Tested
the dependency install step · every file read, file written and host contacted by what ran
Not tested
server startup · the tool list · tool behavior

What this means for the label: Caution here covers what ran. The server's tools were not exercised with a real credential, so nothing about their behavior is asserted; the credential summary below says what to do with that.

Before you give it your token

Code inventory arrives with this version's next honeypot run.
It will ask for
unknown until the next run
Where it talks to
unknown until the next run
What the honeypot saw
no credential files read · no network
What we could not test
server startup · the tool list · tool behavior

Not enough was observed to say yet. Not started: dependency install failed; the server itself was not observed. This version's code has not been inventoried for credentials and hosts either; both arrive with its next honeypot run (popular servers first). `vet-skills try fundus` runs it now and prints the full answer.

Never paste a credential into a chat, a ticket or a report, including ours. How the guard holds it.

Is [email protected] safe to install?

KillerSkills ran it in the KillerSkills honeypot sandbox (2 scenarios; not started: dependency install failed; the server itself was not observed) on 2026-11-07 and scored it 75/100 (Caution). It is not known to be malicious, but it has behaviour or code a security policy should decide on before install. Notable findings: Privileged sudo command; Privileged sudo command; Privileged sudo command. Summary: no network, touches nothing outside the project, writes no memory.

Behavior trace

Honeypot run · 0 s · 2 scenarios · 0 deviations
t+CategoryObserved action
0.0sprocessno install scripts in bundle
0.1sprocessdependency install exit 1
0.2sprocessexec /usr/bin/date
0.2sprocessexec /usr/bin/timeout
0.2sprocessexec .venv/bin/fundus
0.2sclaimedno tools/list reply (exit 0)
0.2sprocessscript backend runs setup only
0.2sprocessno install scripts to re-run

Static findings

MEDIUM
Python subprocess execution detectedfundus/package.py:408 · Python subprocess execution detectedtar = subprocess.run(["git", "-C", str(d), "archive", "--format=tar", "HEAD"], capture_output=True, check=True, timeout=120).stdoutFix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
MEDIUM
Python subprocess execution detectedfundus/decks.py:264 · Python subprocess execution detectedsubprocess.run(["pdftoppm", "-png", "-scale-to", "480", str(pdf), f"{td}/p"], check=True, capture_output=True, timeout=300)Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
MEDIUM
Python subprocess execution detectedfundus/gemini.py:160 · Python subprocess execution detectedout = subprocess.run(cmd, capture_output=True, text=True, timeout=60)Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
MEDIUM
Python subprocess execution detectedfundus/decks.py:334 · Python subprocess execution detectedinfo = subprocess.run(["pdfinfo", str(pdf)], capture_output=True, text=True, timeout=30).stdoutFix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
MEDIUM
Python subprocess execution detectedfundus/package.py:407 · Python subprocess execution detecteddate = subprocess.run(["git", "-C", str(d), "log", "-1", "--format=%cI"], capture_output=True, text=True, check=True, timeout=30).stdout.strip()Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
MEDIUM
Python subprocess execution detectedfundus/metrics.py:426 · Python subprocess execution detectedreturn subprocess.run(["systemctl", "--user", *args], capture_output=True, text=True, timeout=10).stdout.strip()Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
MEDIUM
Python subprocess execution detectedfundus/package.py:406 · Python subprocess execution detectedcommit = subprocess.run(["git", "-C", str(d), "rev-parse", "HEAD"], capture_output=True, text=True, check=True, timeout=30).stdout.strip()Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
MEDIUM
Python subprocess execution detectedfundus/gemini.py:293 · Python subprocess execution detectedout = subprocess.run(["pdftotext", "-layout", "-enc", "UTF-8", "-", "-"], input=data, capture_output=True, timeout=120)Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
MEDIUM
Python subprocess execution detectedfundus/package.py:1229 · Python subprocess execution detectedreturn subprocess.run(["git", "-C", str(d), *args], capture_output=True, text=True, check=True, timeout=30).stdout.strip()Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
MEDIUM
Python subprocess execution detectedfundus/config.py:175 · Python subprocess execution detectedout = subprocess.run([exe, "status", "--json"], capture_output=True, text=True, timeout=timeout)Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
MEDIUM
File type combined with upload actionfundus/datasets.py:1206 · File type combined with upload action — agent may exfiltrate local data filesfor d in store.db.execute("SELECT DISTINCT d.* FROM dataset d JOIN dataset_input i ON i.dataset_id = d.id AND i.version = d.current_version "Fix: Remove the call, or declare the host in frontmatter and explain in the README what is sent and why.
AST07
MEDIUM
File type combined with upload actionfundus/datasets.py:1509 · File type combined with upload action — agent may exfiltrate local data filesstore.db.execute("DELETE FROM dataset_input WHERE dataset_id = ? AND version = ?", (d["id"], v))Fix: Remove the call, or declare the host in frontmatter and explain in the README what is sent and why.
AST07
HIGH
Privileged sudo commandAGENTS.md:66 · Privileged sudo command — agent may execute with elevated privilegessudo apt install -y python3 python3-venv python3-pip git sqlite3Fix: Build commands from fixed arguments; do not interpolate untrusted strings into a shell.
AST05
MEDIUM
File type combined with upload actionfundus/datasets.py:1471 · File type combined with upload action — agent may exfiltrate local data filesfor r in store.db.execute("SELECT i.*, x.title, x.current_version AS cur, x.visibility, x.removed_at FROM dataset_input i "Fix: Remove the call, or declare the host in frontmatter and explain in the README what is sent and why.
AST07
MEDIUM
Python subprocess execution detectedfundus/scheduler.py:257 · Python subprocess execution detectedp = subprocess.Popen(cmd, cwd=str(config.REPO_ROOT), env=job_env(db_path), stdin=subprocess.DEVNULL,Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
HIGH
Privileged sudo commandAGENTS.md:85 · Privileged sudo command — agent may execute with elevated privilegesIf Playwright complains about missing system libraries: `sudo .venv/bin/python -m playwright install-deps chromium`Fix: Build commands from fixed arguments; do not interpolate untrusted strings into a shell.
AST05
MEDIUM
Python subprocess execution detectedfundus/videos.py:74 · Python subprocess execution detectedr = subprocess.run(cmd, capture_output=True, text=True, timeout=TIMEOUT)Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
MEDIUM
Access to sensitive file pathstests/test_photos.py:81 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system filesphotos.resolve_file(store, "../etc/passwd")Fix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST05
MEDIUM
File type combined with upload actionfundus/package.py:1165 · File type combined with upload action — agent may exfiltrate local data filesfor r in store.db.execute("SELECT id, package_id, sender, sender_fingerprint, title, received_at, status, accepted_project, accepted_at, "Fix: Remove the call, or declare the host in frontmatter and explain in the README what is sent and why.
AST07
MEDIUM
Python subprocess execution detectedfundus/service.py:232 · Python subprocess execution detectedreturn subprocess.run(cmd, capture_output=True, text=True)Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
HIGH
Privileged sudo commandAGENTS.md:65 · Privileged sudo command — agent may execute with elevated privilegessudo apt updateFix: Build commands from fixed arguments; do not interpolate untrusted strings into a shell.
AST05
HIGH
Privileged sudo commandAGENTS.md:70 · Privileged sudo command — agent may execute with elevated privilegesOn Ubuntu older than 24.04, `python3` may be 3.10: install a newer one (`sudo apt install python3.12 python3.12-venv`,Fix: Build commands from fixed arguments; do not interpolate untrusted strings into a shell.
AST05
MEDIUM
Python subprocess execution detectedtests/test_mcp.py:193 · Python subprocess execution detectedproc = subprocess.Popen([sys.executable, "-m", "fundus.mcp_server", "--db", str(db), "--host", "127.0.0.1",Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
MEDIUM
File type combined with upload actionfundus/datasets.py:1510 · File type combined with upload action — agent may exfiltrate local data filesstore.db.executemany("INSERT INTO dataset_input(dataset_id, version, input_id, input_version, note, created_at) VALUES (?,?,?,?,?,?)", rows)Fix: Remove the call, or declare the host in frontmatter and explain in the README what is sent and why.
AST07
MEDIUM
Python subprocess execution detectedtests/test_videos.py:39 · Python subprocess execution detectedr = subprocess.run(["ffprobe", "-v", "error", "-show_entries", "stream=codec_type,codec_name,width,height", "-of", "json",Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
MEDIUM
Python subprocess execution detectedfundus/render.py:229 · Python subprocess execution detectedout = subprocess.run(["ps", "-o", "command=", "-p", str(ppid)], capture_output=True, text=True, timeout=5)Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
MEDIUM
Python subprocess execution detectedtests/test_videos.py:34 · Python subprocess execution detectedsubprocess.run(cmd + [str(path)], check=True, capture_output=True)Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
MEDIUM
File type combined with upload actionfundus/package.py:636 · File type combined with upload action — agent may exfiltrate local data filesrid = store.db.execute("INSERT INTO received_package(package_id, sender, sender_fingerprint, title, manifest) VALUES (?,?,?,?,?)",Fix: Remove the call, or declare the host in frontmatter and explain in the README what is sent and why.
AST07
MEDIUM
Python subprocess execution detectedfundus/photos.py:380 · Python subprocess execution detectedsubprocess.run(["pdfimages", "-all", str(doc), str(work / "img")], check=True, capture_output=True, timeout=600)Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
MEDIUM
Python subprocess execution detectedfundus/render.py:319 · Python subprocess execution detectedsubprocess.Popen(cmd, cwd=cwd, stdin=subprocess.DEVNULL, stdout=log, stderr=subprocess.STDOUT, **_detach_kwargs())Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
MEDIUM
File type combined with upload actionfundus/package.py:80 · File type combined with upload action — agent may exfiltrate local data filesr = store.db.execute("SELECT value FROM meta WHERE key = ?", (SENDER_KEY,)).fetchone()Fix: Remove the call, or declare the host in frontmatter and explain in the README what is sent and why.
AST07
MEDIUM
Python subprocess execution detectedfundus/videos.py:41 · Python subprocess execution detectedr = subprocess.run(["ffprobe", "-v", "error", "-print_format", "json", "-show_format", "-show_streams", str(path)],Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
MEDIUM
MCP server using network transport (SSE/HTTP)AGENTS.md:323 · MCP server using network transport (SSE/HTTP) — data sent over network| Codex CLI | `~/.codex/config.toml` | `[mcp_servers.fundus]` with `url = "http://127.0.0.1:8010/mcp"` (or `codex mcp add`) |Fix: Namespace tool names and keep tool descriptions literal; no instructions to the agent inside them.
AST04
MEDIUM
npx invocation of non-well-known packageAGENTS.md:324 · npx invocation of non-well-known package — may execute untrusted code| Clients with stdio only | their config | `npx -y mcp-remote http://127.0.0.1:8010/mcp` as the command |Fix: Pin versions and sources; vendor anything fetched at install time.
AST06
MEDIUM
File type combined with upload actionfundus/datasets.py:1486 · File type combined with upload action — agent may exfiltrate local data filesfor r in store.db.execute("SELECT i.dataset_id, i.version, i.input_version, d.title FROM dataset_input i "Fix: Remove the call, or declare the host in frontmatter and explain in the README what is sent and why.
AST07
MEDIUM
File type combined with upload actionfundus/package.py:639 · File type combined with upload action — agent may exfiltrate local data filesstore.log("received_package", rid, "insert", {"package": man.get("package_id"), "sender": name, "slides": len(man.get("slides") or [])})Fix: Remove the call, or declare the host in frontmatter and explain in the README what is sent and why.
AST07
MEDIUM
Python subprocess execution detectedfundus/render.py:304 · Python subprocess execution detectedout = subprocess.run(cmd, cwd=cwd, capture_output=True, text=True, stdin=subprocess.DEVNULL)Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
HIGH
Privileged sudo commandAGENTS.md:67 · Privileged sudo command — agent may execute with elevated privileges# optional: sudo apt install -y ffmpeg poppler-utilsFix: Build commands from fixed arguments; do not interpolate untrusted strings into a shell.
AST05
LOW
Instructs the agent to modify its persistent memory or instruction filesREADME.md:20 · Instructs the agent to modify its persistent memory or instruction files · informational: not an instruction file · informational: not an instruction file · informational: not an instruction fileThe installing assistant asks about both at installation and at every update (AGENTS.md, section 6).Fix: Remove the text that addresses the agent rather than the reader; describe behavior, do not instruct.
AST01
MEDIUM
Python subprocess execution detectedfundus/videos.py:131 · Python subprocess execution detectedr = subprocess.run(["ffmpeg", "-v", "error", "-ss", f"{max(t, 0):.3f}", "-i", str(src), "-frames:v", "1",Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
MEDIUM
File type combined with upload actionfundus/reviews.py:432 · File type combined with upload action — agent may exfiltrate local data filesstore.log(kind, tid, "verify" if want == "verified" else "dispute",Fix: Remove the call, or declare the host in frontmatter and explain in the README what is sent and why.
AST07

Cost to the agent

Instructions loaded
≈10,115 tok
3 files · 81 in bundle
Tool list per prompt
≈0 tok
0 tools · 0 per tool
Handshake
no reply
launch to tools/list, stdio
Undocumented tools
0
description under 20 chars · avg 0

Tokens estimated at four characters each. The tool list is re-read by the agent on every turn, so it is the number to compare between servers that do the same job: ranked across the index.

Known vulnerabilities

Vulnerability advisories (OSV) cover npm and PyPI packages; this registry has no advisory database.

What would make this Verified

5 points to 80 · weights: behavior 45%, static 25%, prompt 15%, publisher 15%
  1. Unclaimed publisher≈ +8 on the totalClaim falkue: a verified publisher gets +50 on publisher trust. It is free and usually instant with GitHub sign-in.
  2. Privileged sudo command≈ +4 on the totalBuild commands from fixed arguments; do not interpolate untrusted strings into a shell.
  3. New publisher≈ +3 on the totalTime clears this on its own after 14 and 30 days. Claiming the handle (+50) is the fastest way past it.
  4. Python subprocess execution detected≈ +2 on the totalBuild commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
  5. File type combined with upload action≈ +2 on the totalRemove the call, or declare the host in frontmatter and explain in the README what is sent and why.
  6. Access to sensitive file paths≈ +2 on the totalStop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
Publish a new version to Glama, then queue it here. Not your skill? Claim the handle to get verdict changes by email.Claim falkuePropose a patch to the maintainer