Perplexity Web MCP Bridge
jacob-bd/perplexity-web-mcp
Searches the web and queries premium AI models through Perplexity's own web interface, tracking quota carefully across quick, Pro and Deep Research tiers.
Weekly supply-chain hygiene scan (Perplexity Bumblebee). An agent skill from Szotasz/marveen.
$ npx skills add Szotasz/marveen --skill bumblebee-hygiene-scan -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Szotasz/marveen bumblebee-hygiene-scan --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/Szotasz/marveen.git skills-src && mkdir -p .claude/skills && cp -r skills-src/seed-scheduled-tasks/bumblebee-hygiene-scan .claude/skills/bumblebee-hygiene-scan && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "bumblebee-hygiene-scan" agent skill from https://github.com/Szotasz/marveen/tree/develop/seed-scheduled-tasks/bumblebee-hygiene-scan into .claude/skills/bumblebee-hygiene-scan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bumblebee-hygiene-scan", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/Szotasz/marveen/tree/develop/seed-scheduled-tasks/bumblebee-hygiene-scanType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add Szotasz/marveen --skill bumblebee-hygiene-scan -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Szotasz/marveen bumblebee-hygiene-scan --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Szotasz/marveen.git skills-src && mkdir -p .agents/skills && cp -r skills-src/seed-scheduled-tasks/bumblebee-hygiene-scan .agents/skills/bumblebee-hygiene-scan && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "bumblebee-hygiene-scan" agent skill from https://github.com/Szotasz/marveen/tree/develop/seed-scheduled-tasks/bumblebee-hygiene-scan into .agents/skills/bumblebee-hygiene-scan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bumblebee-hygiene-scan", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Szotasz/marveen --skill bumblebee-hygiene-scan -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Szotasz/marveen bumblebee-hygiene-scan --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Szotasz/marveen.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/seed-scheduled-tasks/bumblebee-hygiene-scan .cursor/skills/bumblebee-hygiene-scan && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "bumblebee-hygiene-scan" agent skill from https://github.com/Szotasz/marveen/tree/develop/seed-scheduled-tasks/bumblebee-hygiene-scan into .cursor/skills/bumblebee-hygiene-scan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bumblebee-hygiene-scan", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/Szotasz/marveen.git --path seed-scheduled-tasks/bumblebee-hygiene-scan--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add Szotasz/marveen --skill bumblebee-hygiene-scan -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Szotasz/marveen bumblebee-hygiene-scan --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Szotasz/marveen.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/seed-scheduled-tasks/bumblebee-hygiene-scan .gemini/skills/bumblebee-hygiene-scan && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "bumblebee-hygiene-scan" agent skill from https://github.com/Szotasz/marveen/tree/develop/seed-scheduled-tasks/bumblebee-hygiene-scan into .gemini/skills/bumblebee-hygiene-scan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bumblebee-hygiene-scan", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install Szotasz/marveen bumblebee-hygiene-scanInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add Szotasz/marveen --skill bumblebee-hygiene-scan -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Szotasz/marveen.git skills-src && mkdir -p .github/skills && cp -r skills-src/seed-scheduled-tasks/bumblebee-hygiene-scan .github/skills/bumblebee-hygiene-scan && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "bumblebee-hygiene-scan" agent skill from https://github.com/Szotasz/marveen/tree/develop/seed-scheduled-tasks/bumblebee-hygiene-scan into .github/skills/bumblebee-hygiene-scan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bumblebee-hygiene-scan", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Szotasz/marveen --skill bumblebee-hygiene-scan -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Szotasz/marveen bumblebee-hygiene-scan --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Szotasz/marveen.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/seed-scheduled-tasks/bumblebee-hygiene-scan .opencode/skills/bumblebee-hygiene-scan && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "bumblebee-hygiene-scan" agent skill from https://github.com/Szotasz/marveen/tree/develop/seed-scheduled-tasks/bumblebee-hygiene-scan into .opencode/skills/bumblebee-hygiene-scan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bumblebee-hygiene-scan", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
bumblebee-hygiene-scanWeekly supply-chain hygiene scan (Perplexity Bumblebee). An agent skill from Szotasz/marveen.
Bumblebee Hygiene Scan is an agent skill from Szotasz/marveen. Weekly supply-chain hygiene scan (Perplexity Bumblebee). Monday 09:00. Inventories installed packages, MCP configs, and extensions, then matches against known supply-chain threat catalogs. Telegram alert ONLY if findings 0.
Its SKILL.md is about 2.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 8 other files (for example `task-config.json`, `threat-intel/antv-mini-shai-hulud.json` and `threat-intel/gemstuffer.json`).
It sits in Productivity & Automation, covering Supply chain security, Web search and Scheduled and recurring tasks. It works with Model Context Protocol, Telegram and Perplexity. The repository describes itself as: AI csapatod, ami fut amíg te alszol. The licence is MIT.
4 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit e1ac6cc. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
gitpython3gobrewFrom the folder's file list and the shell code blocks in SKILL.md.
Hosts in commands or code, which the agent is likely to contact:
github.comFrom URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Bumblebee Hygiene Scan loads about 2.1k tokens when it runs. Until then it costs about 62 tokens; SKILL.md has 803 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from Szotasz/marveen at commit e1ac6cc, republished under its MIT licence (© Szotasz). 803 words, ~2,052 tokens.
.claude/skills/bumblebee-hygiene-scan/SKILL.md (or your agent's skills folder). This skill also uses 7 other files; get the full folder from GitHub.Monday 09:00. The fleet uses many third-party MCP servers, auto-installed CLIs, packages, and skills, creating supply-chain risk. This is a read-only inventory + known-threat match.
~/.local/bin/bumblebee (Go build, PIN v0.1.1)github.com/perplexityai/bumblebee (Apache 2.0)git clone https://github.com/perplexityai/bumblebee && cd bumblebee && go build -o ~/.local/bin/bumblebee ./cmd/bumblebee (Go >= 1.25 required)if [ ! -x "$HOME/.local/bin/bumblebee" ]; then
echo "bumblebee binary not found, skipping scan (install Go>=1.25 and build from github.com/perplexityai/bumblebee)"
exit 0
fiIf the binary is missing (fresh machine without Go), gracefully skip with an info-level log line. Do NOT error out or send alerts.
BB_CATALOG="$HOME/.claude/tools/bumblebee-threat-intel"
if [ ! -d "$BB_CATALOG" ] || [ -z "$(ls -A "$BB_CATALOG" 2>/dev/null)" ]; then
# Try seeded catalogs from install dir
SEED_CATALOG="{{INSTALL_DIR}}/seed-scheduled-tasks/bumblebee-hygiene-scan/threat-intel"
if [ -d "$SEED_CATALOG" ] && [ -n "$(ls -A "$SEED_CATALOG" 2>/dev/null)" ]; then
mkdir -p "$BB_CATALOG"
cp "$SEED_CATALOG"/*.json "$BB_CATALOG/"
else
echo "No threat-intel catalogs found, skipping scan"
exit 0
fi
fi~/.local/bin/bumblebee scan --profile baseline --exposure-catalog "$BB_CATALOG" > /tmp/bb-weekly.ndjson 2>/tmp/bb-weekly.errFINDING_COUNT=$(grep -c '"record_type":"finding"' /tmp/bb-weekly.ndjson 2>/dev/null || echo 0)# a) pick one certainly-installed package from today's scan
# (the SCAN record's field is package_name)
grep '"record_type":"package"' /tmp/bb-weekly.ndjson | head -1 | \
python3 -c "import sys,json; d=json.load(sys.stdin); print(d['ecosystem'], d['package_name'], d['version'])"
# b) write a one-entry synthetic catalog into a TEMP dir. CAREFUL: the CATALOG
# entry's field is `package`, NOT `package_name` -- the two schemas differ,
# and the wrong key makes the control itself fail silently (it then looks
# exactly like a broken catalog load). Copy schema_version from a real
# catalog file.
mkdir -p /tmp/bb-synth && cat > /tmp/bb-synth/synthetic.json << 'JSON'
{"schema_version": "<copy from a real catalog file>", "entries": [
{"id": "SYNTH-1", "name": "synthetic control", "ecosystem": "<from a>",
"package": "<from a>", "versions": ["<from a>"], "severity": "low", "source": "synthetic"}
]}
JSON
~/.local/bin/bumblebee scan --profile baseline --exposure-catalog /tmp/bb-synth | \
grep -c '"record_type":"finding"' # must be > 0
rm -rf /tmp/bb-synthIf the control yields findings, today's real 0 is a real zero. If the control yields 0, do NOT report clean -- report INSTRUMENT FAILURE (and check your synthetic file's field names first: that is the cheaper of the two causes). Never put the synthetic file into the real catalog dir.
Telegram ONLY if finding > 0: send alert with finding details (ecosystem, package, version, which threat catalog matched). If 0 findings AND the positive control passed: stay silent (heartbeat style, transcript line only). A zero without the control is UNVERIFIED and must be reported as such, not as clean.
Monthly threat-intel refresh (once per ~30 days). Key the 30-day rule on a refresh-check marker, NOT on the catalog files' mtime: catalog file mtime never changes while upstream is unchanged, so an mtime rule re-clones on every weekly run once the files age past 30 days (measured 2026-09-07: 35-day-old files, upstream byte-identical -- the clone was pure waste). Compare content, copy only on change, and stamp the marker either way:
MARKER="$BB_CATALOG/.last-refresh-check"
if [ -z "$(find "$MARKER" -mtime -30 2>/dev/null)" ]; then
cd /tmp && rm -rf bb-ti-update
git clone -q --depth 1 https://github.com/perplexityai/bumblebee.git bb-ti-update 2>/dev/null
if [ -d bb-ti-update/threat_intel ]; then
LOCAL_SUM=$(cat "$BB_CATALOG"/*.json 2>/dev/null | shasum -a 256 | cut -d' ' -f1)
UPSTREAM_SUM=$(cat bb-ti-update/threat_intel/*.json | shasum -a 256 | cut -d' ' -f1)
if [ "$LOCAL_SUM" != "$UPSTREAM_SUM" ]; then
cp bb-ti-update/threat_intel/*.json "$BB_CATALOG/"
fi
fi
rm -rf bb-ti-update
touch "$MARKER"
fi--exposure-catalog flag (otherwise always 0). The catalogs live in ~/.claude/tools/bumblebee-threat-intel/.entries arrays.go: command not found), or it was simply never built -- step 1 exits 0 every single Monday while the catalogs sit there looking healthy. "Graceful skip + no Telegram" then means the coverage gap is permanently invisible: no alert, no transcript anyone reads, week after week. RULE: on a skip, before exit 0, check whether a hot memory about the gap already exists (GET /api/memories?q=bumblebee&strict=1) and write one if not. The &strict=1 is the whole check (MEMKERESVAK917): without it the search is forgiving, so when no memory matches it answers with whatever the leftover filler words pulled in, and the absence test reads that as "already exists" and never writes. Measured on the owner store with a naturally phrased query of exactly this shape -- q=bumblebee binary hianyzik Go toolchain nincs -- the endpoint answered X-Memory-Search: strict=false; relaxed=true; hits=50. Fifty rows, none of them the memory being looked for. With strict=1 an empty answer means exactly what it looks like. That is what surfaces it in the Dream Engine / napindito Top-3 instead of it vanishing. The no-Telegram rule bans spam, NOT record-keeping.git clone + cp over the catalog dir is a mutation with zero payoff. Fix the binary first, refresh after.brew install go) on the user's machine. That is a user decision, not an autonomous one -- escalate and wait, do not self-install.© Szotasz, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 7 other files in seed-scheduled-tasks/bumblebee-hygiene-scan of Szotasz/marveen.
Open the folder on GitHubat commit e1ac6cc
Bumblebee Hygiene Scan next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Bumblebee Hygiene Scan this skillSzotasz/marveen | 117 | — | ~2.1k | Automated safety check: Pass | MIT | |
| Perplexity Web MCP Bridgejacob-bd/perplexity-web-mcp | 198 | — | ~7.6k | Automated safety check: Pass | MIT | |
| Scrapingbee CLIScrapingBee/scrapingbee-cli | 108 | — | ~3.2k | Automated safety check: Notes | MIT | |
| Zapier Workflowsdavila7/claude-code-templates | 33k | 2 repos | ~4.9k | Automated safety check: Pass | MIT | |
| Perplexitydavila7/claude-code-templates | 33k | 1 repos | ~965 | Automated safety check: Pass | MIT | |
| Perplexity SearchescapeWu/perplexity-ai | 171 | — | ~1.8k | Automated safety check: Pass | MIT |
jacob-bd/perplexity-web-mcp
Searches the web and queries premium AI models through Perplexity's own web interface, tracking quota carefully across quick, Pro and Deep Research tiers.
ScrapingBee/scrapingbee-cli
Fetch and read any web page, search the web, crawl a site, or pull structured data out of pages.
davila7/claude-code-templates
Manage and trigger pre-built Zapier workflows and MCP tool orchestration.
davila7/claude-code-templates
Web search and research using Perplexity AI. An agent skill from davila7/claude-code-templates.
escapeWu/perplexity-ai
Searches the live web with citations through perplexity-mcp v2 tools or a bundled Python REST client, with focused ask, deep research and detached tasks.
k1p1l0/claude-telegram-supercharged
Manages Google Calendar from a Telegram chat: lists the schedule, creates and updates events, finds free time and sends daily briefings and reminders.
Szotasz/marveen
Shared, dependency-free Python helpers for the agent fleet - dashboard API (memory, messages, kanban), Telegram MarkdownV2 escaping, and rule-based Mail.app triage.
Szotasz/marveen
Merge a stack of GitHub PRs sequentially when they share files and will cause cascading conflicts.
Szotasz/marveen
Generate a HANDOFF.md context transfer document for session continuity.
Szotasz/marveen
Analyze the current session for improvement opportunities in skills, memory, and workflow.
Szotasz/marveen
A Marveen Bridge és a "Szolgáltatás-lapok" ajánlása és elmagyarázása a gazdának.
Szotasz/marveen
Turn any workflow, conversation, or demonstrated process into a reusable SKILL.md.
Works with
Categories
Weekly supply-chain hygiene scan (Perplexity Bumblebee). An agent skill from Szotasz/marveen. Bumblebee Hygiene Scan is an agent skill from Szotasz/marveen. Weekly supply-chain hygiene scan (Perplexity Bumblebee).
Bumblebee Hygiene Scan fits situations like: tasks that involve Supply chain security; tasks that involve Web search; tasks that involve Scheduled and recurring tasks.
Run `npx skills add Szotasz/marveen --skill bumblebee-hygiene-scan -a claude-code`. Or copy the skill folder (seed-scheduled-tasks/bumblebee-hygiene-scan in Szotasz/marveen) into .claude/skills/bumblebee-hygiene-scan in your project. Claude Code loads it when a task matches its description.
Run `npx skills add Szotasz/marveen --skill bumblebee-hygiene-scan -a codex`. Or copy the skill folder (seed-scheduled-tasks/bumblebee-hygiene-scan in Szotasz/marveen) into .agents/skills/bumblebee-hygiene-scan in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add Szotasz/marveen --skill bumblebee-hygiene-scan -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/bumblebee-hygiene-scan, .gemini/skills/bumblebee-hygiene-scan, .github/skills/bumblebee-hygiene-scan and .opencode/skills/bumblebee-hygiene-scan in your project.
Going by SKILL.md and its folder, Bumblebee Hygiene Scan needs the command-line tools its instructions call (git, python3, go and brew). Our summary lists: Python 3.
SKILL.md names 1 domain. In commands or code: github.com; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Bumblebee Hygiene Scan is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.1k tokens (SKILL.md is roughly 8.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Bumblebee Hygiene Scan: Perplexity Web MCP Bridge (jacob-bd/perplexity-web-mcp, 198 stars), Scrapingbee CLI (ScrapingBee/scrapingbee-cli, 108 stars), Zapier Workflows (davila7/claude-code-templates, 33k stars) and Perplexity (davila7/claude-code-templates, 33k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Szotasz (a GitHub user) maintains it in Szotasz/marveen, which has 117 GitHub stars. The repository holds 18 skills in this directory. The repository was last updated on October 10, 2026.
Source: Szotasz/marveen on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.