Side-by-Side Model Context Protocol Comparison
Geojp vs MCP Geo
In-depth architectural comparison of the Geojp and MCP Geo MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.
At a Glance & Executive Verdict
Geojp
Location Services · Local stdio
Quality: 55/100 (Good) | Auth: API Key required
MCP Geo
Location Services · Local stdio
Quality: 32/100 (Emerging) | Auth: No auth required
Verdict Summary: Choose Geojp if you need specialized Location Services tools running via a local process. Choose MCP Geo if your workspace requires Location Services integration with local subprocess execution. Both servers can be configured concurrently in your client's
mcpServers manifest.Which MCP Server Should You Choose?
Choose Geojp when:
- You need dedicated capabilities in the Location Services domain.
- You prefer local stdio subprocess transport architecture.
- Your security boundary fits: API Key required (BYOK (Pay Provider Direct)).
- You have access to required keys:
GEOJP_API_KEY. - Primary tools included: get_parcel, reverse_geocode, geocode.
Choose MCP Geo when:
- You need dedicated capabilities in the Location Services domain.
- You prefer local stdio subprocess transport architecture.
- Your security boundary fits: No auth required (Free / Open Source).
- You have access to required keys:
GEOCODER_PROVIDER, NOMINATIM_URL, SCHEME, ARC_USERNAME, ARC_PASSWORD, BING_API_KEY. - Primary tools included: Forward geocoding with formatted addresses and coordinates, Reverse geocoding for coordinate pairs, Detailed geocoding results with bounding boxes when supported.
Feature & Specification Comparison
Tools & Capabilities Breakdown
Geojp Tools (4)
get_parcel
Chiban (cadastral lot number), ōaza/aza, municipality, and survey precision class for the containing parcel
reverse_geocode
Nearest residential address (prefecture, municipality, district, postal code)
geocode
Up to 10 candidate locations for a partial address match
lookup_location
Address and chiban together in one call (an orchestration example — succeeds with address-only if the point falls outside ChibanJP's current coverage)
MCP Geo Tools (6)
Forward geocoding with formatted addresses and coordinates
Ready-to-Paste Client Configurations
Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).
Geojp Configuration
MCP Geo Configuration