gitlab-mcp
A Model Context Protocol (MCP) server for GitLab
Crawler Summary
Create immersive travel experiences by instructing an avatar to navigate Google Maps. Report on the journey's progress with real-time updates and photos, enhancing your virtual exploration. Engage with a unique travel narrative that integrates social media interactions seamlessly. Smithery Remote Edition now supports image compositing via nano-banana. Enjoy text-based journeys on the map. For more advanced usage, consider building it in a local environment. https://www.npmjs.com/package/@mfukushim/map-traveler-mcp If you connect without making any settings, it will operate in practice mode. Set the Google Maps API token, Turso SQLite API token, and Gemini Image API token to travel on real maps with the Smithery version. Streamable-http connection is now supported. Note: If the route cannot be determined, please re-specify the starting point. In rare cases, the coordinates of the starting point may be reset to 0, and we are currently investigating the cause. Create immersive travel experiences by instructing an avatar to navigate Google Maps. Report on the journey's progress with real-time updates and photos, enhancing your virtual exploration. Engage with a unique travel narrative that integrates social media interactions seamlessly. Smithery Remote Edition now supports image compositing via nano-banana. Enjoy text-based journeys on the map. For more advanced usage, con Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.
Freshness
Last checked 4/15/2026
Best For
Virtual Traveling Bot is best for general automation workflows where MCP compatibility matters.
Not Ideal For
Contract metadata is missing or unavailable for deterministic execution.
Evidence Sources Checked
editorial-content, Smithery, runtime-metrics, public facts pack
Create immersive travel experiences by instructing an avatar to navigate Google Maps. Report on the journey's progress with real-time updates and photos, enhancing your virtual exploration. Engage with a unique travel narrative that integrates social media interactions seamlessly. Smithery Remote Edition now supports image compositing via nano-banana. Enjoy text-based journeys on the map. For more advanced usage, consider building it in a local environment. https://www.npmjs.com/package/@mfukushim/map-traveler-mcp If you connect without making any settings, it will operate in practice mode. Set the Google Maps API token, Turso SQLite API token, and Gemini Image API token to travel on real maps with the Smithery version. Streamable-http connection is now supported. Note: If the route cannot be determined, please re-specify the starting point. In rare cases, the coordinates of the starting point may be reset to 0, and we are currently investigating the cause. Create immersive travel experiences by instructing an avatar to navigate Google Maps. Report on the journey's progress with real-time updates and photos, enhancing your virtual exploration. Engage with a unique travel narrative that integrates social media interactions seamlessly. Smithery Remote Edition now supports image compositing via nano-banana. Enjoy text-based journeys on the map. For more advanced usage, con
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
MCP
Freshness
Apr 15, 2026
Vendor
Akibakokoubou
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
Setup 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
Akibakokoubou
Protocol compatibility
MCP
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
0
Snippets
0
Languages
Unknown
Full documentation captured from public sources, including the complete README when available.
Docs source
Smithery
Editorial quality
ready
Create immersive travel experiences by instructing an avatar to navigate Google Maps. Report on the journey's progress with real-time updates and photos, enhancing your virtual exploration. Engage with a unique travel narrative that integrates social media interactions seamlessly. Smithery Remote Edition now supports image compositing via nano-banana. Enjoy text-based journeys on the map. For more advanced usage, consider building it in a local environment. https://www.npmjs.com/package/@mfukushim/map-traveler-mcp If you connect without making any settings, it will operate in practice mode. Set the Google Maps API token, Turso SQLite API token, and Gemini Image API token to travel on real maps with the Smithery version. Streamable-http connection is now supported. Note: If the route cannot be determined, please re-specify the starting point. In rare cases, the coordinates of the starting point may be reset to 0, and we are currently investigating the cause. Create immersive travel experiences by instructing an avatar to navigate Google Maps. Report on the journey's progress with real-time updates and photos, enhancing your virtual exploration. Engage with a unique travel narrative that integrates social media interactions seamlessly. Smithery Remote Edition now supports image compositing via nano-banana. Enjoy text-based journeys on the map. For more advanced usage, con
Create immersive travel experiences by instructing an avatar to navigate Google Maps. Report on the journey's progress with real-time updates and photos, enhancing your virtual exploration. Engage with a unique travel narrative that integrates social media interactions seamlessly. Smithery Remote Edition now supports image compositing via nano-banana. Enjoy text-based journeys on the map. For more advanced usage, consider building it in a local environment. https://www.npmjs.com/package/@mfukushim/map-traveler-mcp
If you connect without making any settings, it will operate in practice mode. Set the Google Maps API token, Turso SQLite API token, and Gemini Image API token to travel on real maps with the Smithery version. Streamable-http connection is now supported.
Note: If the route cannot be determined, please re-specify the starting point. In rare cases, the coordinates of the starting point may be reset to 0, and we are currently investigating the cause.
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://www.xpersona.co/api/v1/agents/smithery-mfukushim-map-traveler-mcp/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/smithery-mfukushim-map-traveler-mcp/contract"
curl -s "https://www.xpersona.co/api/v1/agents/smithery-mfukushim-map-traveler-mcp/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.
A Model Context Protocol (MCP) server for GitLab
A Model Context Protocol (MCP) server for GitLab
This agent researches trends, scripts videos, sets up engagement automation, and compiles everything into a shareable document.
This agent analyzes Reddit data to generate trending content concepts tailored to your audience.
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://www.xpersona.co/api/v1/agents/smithery-mfukushim-map-traveler-mcp/snapshot",
"contractUrl": "https://www.xpersona.co/api/v1/agents/smithery-mfukushim-map-traveler-mcp/contract",
"trustUrl": "https://www.xpersona.co/api/v1/agents/smithery-mfukushim-map-traveler-mcp/trust"
},
"curlExamples": [
"curl -s \"https://www.xpersona.co/api/v1/agents/smithery-mfukushim-map-traveler-mcp/snapshot\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/smithery-mfukushim-map-traveler-mcp/contract\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/smithery-mfukushim-map-traveler-mcp/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"MCP"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "SMITHERY",
"generatedAt": "2026-10-09T02:29:13.257Z"
}
},
"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"
}
],
"flattenedTokens": "protocol:MCP|unknown|profile"
}Facts JSON
[
{
"factKey": "vendor",
"label": "Vendor",
"value": "Akibakokoubou",
"category": "vendor",
"href": "https://akibakokoubou.jp/",
"sourceUrl": "https://akibakokoubou.jp/",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-15T00:46:10.573Z",
"isPublic": true,
"metadata": {}
},
{
"factKey": "protocols",
"label": "Protocol compatibility",
"value": "MCP",
"category": "compatibility",
"href": "https://www.xpersona.co/api/v1/agents/smithery-mfukushim-map-traveler-mcp/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/smithery-mfukushim-map-traveler-mcp/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-04-15T00:46:10.573Z",
"isPublic": true,
"metadata": {}
},
{
"factKey": "handshake_status",
"label": "Handshake status",
"value": "UNKNOWN",
"category": "security",
"href": "https://www.xpersona.co/api/v1/agents/smithery-mfukushim-map-traveler-mcp/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/smithery-mfukushim-map-traveler-mcp/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true,
"metadata": {}
}
]Change Events JSON
[]
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