Rank
83
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Crawler Summary
Security-first wrapper for installing agent skills. Scans for malware, prompt injection, and suspicious patterns before installation. Use instead of `clawhub install` for safer skill management. --- name: pincer description: Security-first wrapper for installing agent skills. Scans for malware, prompt injection, and suspicious patterns before installation. Use instead of clawhub install for safer skill management. homepage: https://github.com/panzacoder/pincer metadata: openclaw: emoji: "๐ฆ" requires: bins: ["pincer"] install: - id: symlink kind: script label: "Install pincer to PATH" script: | chmod +x "${S Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.
Freshness
Last checked 4/15/2026
Best For
pincer is best for without, a, some workflows where MCP and OpenClaw compatibility matters.
Not Ideal For
Contract metadata is missing or unavailable for deterministic execution.
Evidence Sources Checked
editorial-content, GITHUB OPENCLEW, runtime-metrics, public facts pack
Security-first wrapper for installing agent skills. Scans for malware, prompt injection, and suspicious patterns before installation. Use instead of `clawhub install` for safer skill management. --- name: pincer description: Security-first wrapper for installing agent skills. Scans for malware, prompt injection, and suspicious patterns before installation. Use instead of clawhub install for safer skill management. homepage: https://github.com/panzacoder/pincer metadata: openclaw: emoji: "๐ฆ" requires: bins: ["pincer"] install: - id: symlink kind: script label: "Install pincer to PATH" script: | chmod +x "${S
Public facts
4
Change events
1
Artifacts
0
Freshness
Apr 15, 2026
Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.
Trust score
Unknown
Compatibility
MCP, OpenClaw
Freshness
Apr 15, 2026
Vendor
Panzacoder
Artifacts
0
Benchmarks
0
Last release
Unpublished
Key links, install path, and a quick operational read before the deeper crawl record.
Summary
Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.
Setup snapshot
git clone https://github.com/panzacoder/pincer.gitSetup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.
Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.
Vendor
Panzacoder
Protocol compatibility
MCP, OpenClaw
Handshake status
UNKNOWN
Crawlable docs
6 indexed pages on the official domain
Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.
Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.
Extracted files
0
Examples
6
Snippets
0
Languages
typescript
Parameters
bash
# From ClawHub clawhub install pincer # Or manually chmod +x ./scripts/pincer.sh ln -sf "$(pwd)/scripts/pincer.sh" ~/.local/bin/pincer
bash
# Instead of: clawhub install some-skill pincer install some-skill # With specific version pincer install some-skill@1.2.0
bash
# Scan a ClawHub skill pincer scan some-skill # Scan a local directory pincer scan ./path/to/skill # JSON output for automation pincer scan some-skill --json
bash
# Quick-scan all installed skills pincer audit # JSON output pincer audit --json
bash
# Add trusted publisher (auto-approve clean skills) pincer trust add steipete # Remove from trusted pincer trust remove old-publisher # Block a publisher or skill pincer trust block suspicious-dev pincer trust block malware-skill # Unblock pincer trust unblock redeemed-dev # List all trust settings pincer trust list
bash
# See what you've installed pincer history # JSON output pincer history --json
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB OPENCLEW
Editorial quality
ready
Security-first wrapper for installing agent skills. Scans for malware, prompt injection, and suspicious patterns before installation. Use instead of `clawhub install` for safer skill management. --- name: pincer description: Security-first wrapper for installing agent skills. Scans for malware, prompt injection, and suspicious patterns before installation. Use instead of clawhub install for safer skill management. homepage: https://github.com/panzacoder/pincer metadata: openclaw: emoji: "๐ฆ" requires: bins: ["pincer"] install: - id: symlink kind: script label: "Install pincer to PATH" script: | chmod +x "${S
clawhub install for safer skill management.
homepage: https://github.com/panzacoder/pincer
metadata:
openclaw:
emoji: "๐ฆ"
requires:
bins: ["pincer"]
install:
- id: symlink
kind: script
label: "Install pincer to PATH"
script: |
chmod +x "${SKILL_DIR}/scripts/pincer.sh"
mkdir -p ~/.local/bin
ln -sf "${SKILL_DIR}/scripts/pincer.sh" ~/.local/bin/pincer
echo ""
echo "โ
pincer installed!"
echo ""
echo "Make sure ~/.local/bin is in your PATH:"
echo ' export PATH="$HOME/.local/bin:$PATH"'
echo ""
echo "Usage:"
echo " pincer install <skill> # Safe install with scanning"
echo " pincer scan <skill> # Scan without installing"
echo " pincer audit # Scan all installed skills"
echo ""Security-first wrapper for clawhub install. Scans skills for malware, prompt injection, and suspicious patterns before installation.
Agent skills are powerful โ they're basically executable documentation. The ClawHub ecosystem has already seen malware campaigns distributing infostealers via innocent-looking skills. pincer adds a security layer before you install anything.
# From ClawHub
clawhub install pincer
# Or manually
chmod +x ./scripts/pincer.sh
ln -sf "$(pwd)/scripts/pincer.sh" ~/.local/bin/pincer
Dependencies:
clawhub โ for fetching skillsuvx โ for mcp-scan (brew install uv)jq โ for JSON parsing# Instead of: clawhub install some-skill
pincer install some-skill
# With specific version
pincer install some-skill@1.2.0
# Scan a ClawHub skill
pincer scan some-skill
# Scan a local directory
pincer scan ./path/to/skill
# JSON output for automation
pincer scan some-skill --json
# Quick-scan all installed skills
pincer audit
# JSON output
pincer audit --json
# Add trusted publisher (auto-approve clean skills)
pincer trust add steipete
# Remove from trusted
pincer trust remove old-publisher
# Block a publisher or skill
pincer trust block suspicious-dev
pincer trust block malware-skill
# Unblock
pincer trust unblock redeemed-dev
# List all trust settings
pincer trust list
# See what you've installed
pincer history
# JSON output
pincer history --json
# Show current config
pincer config show
# Edit in $EDITOR
pincer config edit
# Reset to defaults
pincer config reset
| Pattern | Risk | Description |
|---------|------|-------------|
| Base64 commands | ๐จ High | Encoded shell commands |
| Hex payloads | ๐จ High | Obfuscated binary data |
| xattr -d quarantine | ๐จ High | macOS Gatekeeper bypass |
| curl \| sh | ๐จ High | Pipe to shell execution |
| Password archives | ๐จ High | Hidden malicious payloads |
| Download + execute | โ ๏ธ Medium | chmod +x && ./ patterns |
| eval $var | โ ๏ธ Medium | Dynamic code execution |
| Hidden files | โ ๏ธ Medium | Dot-file creation |
| Persistence | โ ๏ธ Medium | cron/launchd entries |
| Level | Meaning | Action |
|-------|---------|--------|
| โ
CLEAN | No issues | Auto-approve if trusted publisher |
| โ ๏ธ CAUTION | Warnings present | Prompt for approval |
| ๐จ DANGER | Suspicious patterns | Block (override with --force) |
| โ ๏ธ MALWARE | Known malicious | Block (cannot override) |
| โ BLOCKED | On blocklist | Block (cannot override) |
Config: ~/.config/pincer/config.json
{
"trustedPublishers": ["openclaw", "steipete", "invariantlabs-ai"],
"blockedPublishers": [],
"blockedSkills": [],
"autoApprove": "clean",
"logInstalls": true,
"minDownloads": 0,
"minAgeDays": 0
}
| Key | Description |
|-----|-------------|
| trustedPublishers | Publishers whose clean skills auto-approve |
| blockedPublishers | Always block these publishers |
| blockedSkills | Always block these specific skills |
| autoApprove | "clean" = auto-approve clean+trusted, "never" = always prompt |
| logInstalls | Log installations to history file |
| minDownloads | Warn if skill has fewer downloads |
| minAgeDays | Warn if skill is newer than N days |
$ pincer install bird
๐ก๏ธ pincer v1.0.0
โ Fetching bird from ClawHub...
Publisher: steipete (trusted)
Stats: 7363 downloads ยท 27 โ
ยท created 1 month ago
๐ก๏ธ pincer Scanning bird...
โ Running mcp-scan...
โ
mcp-scan: passed
โ Checking for suspicious patterns...
โ
Pattern check: passed
โ Checking external URLs...
โ
URL check: passed
โ Checking for bundled binaries...
โ
Binary check: passed
Risk Assessment:
โ
CLEAN โ No issues detected
โ Auto-approved (clean + trusted config).
โ Installing bird...
โ
Installed successfully!
$ pincer install sketchy-tool
๐ก๏ธ pincer v1.0.0
โ Fetching sketchy-tool from ClawHub...
Publisher: newaccount (unknown)
Stats: 12 downloads ยท 0 โ
ยท created 2 days ago
๐ก๏ธ pincer Scanning sketchy-tool...
โ Running mcp-scan...
๐จ mcp-scan: high-risk warnings
โ Checking for suspicious patterns...
๐จ Pattern check: suspicious patterns found
โข curl/wget piped to shell
โข macOS quarantine removal (xattr)
โ Checking external URLs...
โ ๏ธ URL check: external URLs found
โข http://sketchy-domain.xyz/install
โ Checking for bundled binaries...
โ
Binary check: passed
Risk Assessment:
๐จ DANGER โ Suspicious patterns detected
โข mcp-scan: high-risk patterns detected
โข curl/wget piped to shell
โข macOS quarantine removal (xattr)
โ ๏ธ Install blocked. Use --force to override (not recommended).
MIT
Stay safe out there. ๐ก๏ธ
Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
missing
Auth
None
Streaming
No
Data region
Unspecified
Protocol support
Requires: none
Forbidden: none
Guardrails
Operational confidence: low
curl -s "https://xpersona.co/api/v1/agents/panzacoder-pincer/snapshot"
curl -s "https://xpersona.co/api/v1/agents/panzacoder-pincer/contract"
curl -s "https://xpersona.co/api/v1/agents/panzacoder-pincer/trust"
Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.
Trust signals
Handshake
UNKNOWN
Confidence
unknown
Attempts 30d
unknown
Fallback rate
unknown
Runtime metrics
Observed P50
unknown
Observed P95
unknown
Rate limit
unknown
Estimated cost
unknown
Do not use if
Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.
Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.
Rank
83
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Rank
80
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Rank
74
Expose OpenAPI definition endpoints as MCP tools using the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)
Traction
No public download signal
Freshness
Updated 2d ago
Rank
72
An actix_web backend for the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)
Traction
No public download signal
Freshness
Updated 2d ago
Contract JSON
{
"contractStatus": "missing",
"authModes": [],
"requires": [],
"forbidden": [],
"supportsMcp": false,
"supportsA2a": false,
"supportsStreaming": false,
"inputSchemaRef": null,
"outputSchemaRef": null,
"dataRegion": null,
"contractUpdatedAt": null,
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://xpersona.co/api/v1/agents/panzacoder-pincer/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/panzacoder-pincer/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/panzacoder-pincer/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/panzacoder-pincer/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/panzacoder-pincer/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/panzacoder-pincer/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"MCP",
"OPENCLEW"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_OPENCLEW",
"generatedAt": "2026-04-16T23:29:59.353Z"
}
},
"retryPolicy": {
"maxAttempts": 3,
"backoffMs": [
500,
1500,
3500
],
"retryableConditions": [
"HTTP_429",
"HTTP_503",
"NETWORK_TIMEOUT"
]
}
}Trust JSON
{
"status": "unavailable",
"handshakeStatus": "UNKNOWN",
"verificationFreshnessHours": null,
"reputationScore": null,
"p95LatencyMs": null,
"successRate30d": null,
"fallbackRate": null,
"attempts30d": null,
"trustUpdatedAt": null,
"trustConfidence": "unknown",
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Capability Matrix
{
"rows": [
{
"key": "MCP",
"type": "protocol",
"support": "unknown",
"confidenceSource": "profile",
"notes": "Listed on profile"
},
{
"key": "OPENCLEW",
"type": "protocol",
"support": "unknown",
"confidenceSource": "profile",
"notes": "Listed on profile"
},
{
"key": "without",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "a",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "some",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "all",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
}
],
"flattenedTokens": "protocol:MCP|unknown|profile protocol:OPENCLEW|unknown|profile capability:without|supported|profile capability:a|supported|profile capability:some|supported|profile capability:all|supported|profile"
}Facts JSON
[
{
"factKey": "docs_crawl",
"category": "integration",
"label": "Crawlable docs",
"value": "6 indexed pages on the official domain",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
},
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Panzacoder",
"href": "https://github.com/panzacoder/pincer",
"sourceUrl": "https://github.com/panzacoder/pincer",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-15T02:14:58.677Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "MCP, OpenClaw",
"href": "https://xpersona.co/api/v1/agents/panzacoder-pincer/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/panzacoder-pincer/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-04-15T02:14:58.677Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://xpersona.co/api/v1/agents/panzacoder-pincer/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/panzacoder-pincer/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[
{
"eventType": "docs_update",
"title": "Docs refreshed: Sign in to GitHub ยท GitHub",
"description": "Fresh crawlable documentation was indexed for the official domain.",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
}
]Sponsored
Ads related to pincer and adjacent AI workflows.