Rank
70
AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents
Traction
No public download signal
Freshness
Updated 2d ago
Crawler Summary
Find Pittsburgh-area Lenten fish fries. Search by location, filter by features (homemade pierogies, wheelchair accessible, alcohol, takeout), check schedules, and get venue details. Uses data from Code for Pittsburgh's Fish Fry Map. --- name: fishfry description: Find Pittsburgh-area Lenten fish fries. Search by location, filter by features (homemade pierogies, wheelchair accessible, alcohol, takeout), check schedules, and get venue details. Uses data from Code for Pittsburgh's Fish Fry Map. version: 1.0.0 homepage: https://codeforpittsburgh.github.io/fishfrymap/ metadata: emoji: 🐟 tags: - pittsburgh - local - food - lent - civic-data --- Pitts Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.
Freshness
Last checked 4/15/2026
Best For
fishfry is best for be workflows where 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
Find Pittsburgh-area Lenten fish fries. Search by location, filter by features (homemade pierogies, wheelchair accessible, alcohol, takeout), check schedules, and get venue details. Uses data from Code for Pittsburgh's Fish Fry Map. --- name: fishfry description: Find Pittsburgh-area Lenten fish fries. Search by location, filter by features (homemade pierogies, wheelchair accessible, alcohol, takeout), check schedules, and get venue details. Uses data from Code for Pittsburgh's Fish Fry Map. version: 1.0.0 homepage: https://codeforpittsburgh.github.io/fishfrymap/ metadata: emoji: 🐟 tags: - pittsburgh - local - food - lent - civic-data --- Pitts
Public facts
3
Change events
0
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
OpenClaw
Freshness
Apr 15, 2026
Vendor
Github
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Unpublished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/ianpcook/fishfry.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
Github
Protocol compatibility
OpenClaw
Handshake status
UNKNOWN
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
5
Snippets
0
Languages
typescript
Parameters
bash
# Search near a location (zip code, neighborhood, or address) <skill>/fishfry.py search "15213" <skill>/fishfry.py search "Squirrel Hill" <skill>/fishfry.py search "4400 Forbes Ave, Pittsburgh" # Filter by features <skill>/fishfry.py search "15217" --pierogies # Homemade pierogies <skill>/fishfry.py search "15217" --accessible # Wheelchair accessible <skill>/fishfry.py search "15217" --alcohol # Serves alcohol <skill>/fishfry.py search "15217" --takeout # Has takeout # Combine filters <skill>/fishfry.py search "South Side" --pierogies --takeout # List all fish fries <skill>/fishfry.py list <skill>/fishfry.py list --pierogies # Get details for a specific venue <skill>/fishfry.py details "St. Alphonsus" <skill>/fishfry.py details "Our Lady of Joy" # Check what's happening on a specific date <skill>/fishfry.py schedule friday <skill>/fishfry.py schedule 2026-03-06 # Update the local data cache <skill>/fishfry.py update
bash
fishfry.py search "15232" --pierogies
bash
fishfry.py search "South Hills"
bash
fishfry.py details "St. Basil"
bash
fishfry.py list --takeout --accessible
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB OPENCLEW
Editorial quality
ready
Find Pittsburgh-area Lenten fish fries. Search by location, filter by features (homemade pierogies, wheelchair accessible, alcohol, takeout), check schedules, and get venue details. Uses data from Code for Pittsburgh's Fish Fry Map. --- name: fishfry description: Find Pittsburgh-area Lenten fish fries. Search by location, filter by features (homemade pierogies, wheelchair accessible, alcohol, takeout), check schedules, and get venue details. Uses data from Code for Pittsburgh's Fish Fry Map. version: 1.0.0 homepage: https://codeforpittsburgh.github.io/fishfrymap/ metadata: emoji: 🐟 tags: - pittsburgh - local - food - lent - civic-data --- Pitts
Find Lenten fish fries in the Pittsburgh area. Data sourced from Code for Pittsburgh's Fish Fry Map.
# Search near a location (zip code, neighborhood, or address)
<skill>/fishfry.py search "15213"
<skill>/fishfry.py search "Squirrel Hill"
<skill>/fishfry.py search "4400 Forbes Ave, Pittsburgh"
# Filter by features
<skill>/fishfry.py search "15217" --pierogies # Homemade pierogies
<skill>/fishfry.py search "15217" --accessible # Wheelchair accessible
<skill>/fishfry.py search "15217" --alcohol # Serves alcohol
<skill>/fishfry.py search "15217" --takeout # Has takeout
# Combine filters
<skill>/fishfry.py search "South Side" --pierogies --takeout
# List all fish fries
<skill>/fishfry.py list
<skill>/fishfry.py list --pierogies
# Get details for a specific venue
<skill>/fishfry.py details "St. Alphonsus"
<skill>/fishfry.py details "Our Lady of Joy"
# Check what's happening on a specific date
<skill>/fishfry.py schedule friday
<skill>/fishfry.py schedule 2026-03-06
# Update the local data cache
<skill>/fishfry.py update
Results include:
Data is maintained by volunteers at Code for Pittsburgh and published through the Western PA Regional Data Center.
The skill caches data locally and can be updated with fishfry.py update.
Fish fries run during Lent (typically late February through mid-April). Outside of Lent season, the data reflects the previous year's schedule. Check venue websites for current year confirmation.
"Find fish fries near me with homemade pierogies"
fishfry.py search "15232" --pierogies
"What fish fries are in the South Hills?"
fishfry.py search "South Hills"
"Tell me about the fish fry at St. Basil's"
fishfry.py details "St. Basil"
"Which places have takeout and are wheelchair accessible?"
fishfry.py list --takeout --accessible
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/ianpcook-fishfry/snapshot"
curl -s "https://xpersona.co/api/v1/agents/ianpcook-fishfry/contract"
curl -s "https://xpersona.co/api/v1/agents/ianpcook-fishfry/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
70
AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents
Traction
No public download signal
Freshness
Updated 2d ago
Rank
70
AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs
Traction
No public download signal
Freshness
Updated 5d ago
Rank
70
Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!
Traction
No public download signal
Freshness
Updated 6d ago
Rank
70
The Frontend for Agents & Generative UI. React + Angular
Traction
No public download signal
Freshness
Updated 23d 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/ianpcook-fishfry/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/ianpcook-fishfry/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/ianpcook-fishfry/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/ianpcook-fishfry/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/ianpcook-fishfry/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/ianpcook-fishfry/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"OPENCLEW"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_OPENCLEW",
"generatedAt": "2026-04-16T23:30:21.516Z"
}
},
"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": "OPENCLEW",
"type": "protocol",
"support": "unknown",
"confidenceSource": "profile",
"notes": "Listed on profile"
},
{
"key": "be",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
}
],
"flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:be|supported|profile"
}Facts JSON
[
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Github",
"href": "https://codeforpittsburgh.github.io/fishfrymap/",
"sourceUrl": "https://codeforpittsburgh.github.io/fishfrymap/",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-15T03:13:53.822Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "OpenClaw",
"href": "https://xpersona.co/api/v1/agents/ianpcook-fishfry/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/ianpcook-fishfry/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-04-15T03:13:53.822Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://xpersona.co/api/v1/agents/ianpcook-fishfry/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/ianpcook-fishfry/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[]
Sponsored
Ads related to fishfry and adjacent AI workflows.