Who it is forA Claude Code user building a geospatial workflow who wants the assistant to recommend an MCP server before they install one.
The problemSearching 109 tracked servers by hand across many categories is slow, and copying the repo path into a skill config is fragile.
The outcomeA working Claude Code skill that answers questions like whether an MCP server exists for STAC imagery.
What you need first
- Git to clone the repo
- Python 3 to run the generation and health scripts
- Claude Code if you want to use the skill
- A web browser to read the catalog README
Steps
git clone https://github.com/sparkgeo/geo-mcp-servers.gitln -sfn "$(pwd)/geo-mcp-servers/skill" ~/.claude/skills/geo-mcp-servers- Start Claude Code and ask: is there an MCP server for STAC imagery?
- Read the reply and open the linked server repository from the catalog to confirm its details.
Prompt for your agent
In the sparkgeo/geo-mcp-servers repo, ask the installed geo-mcp-servers skill whether an MCP server exists for <task>, and return the matching server names with their Lang / Deployment and Access values. Verify that each answer appears as a row in the catalog README before you report it.
Caveat. The skill resolves the repo location from the symlink, so moving the cloned folder will break it.
Use this in your AI agent
Ask your agent
Using the Deduped MCP, get the setup steps for sparkgeo/geo-mcp-servers and "Install the catalog skill so Claude Code can search servers"
Add Deduped to Claude Code once
claude mcp add --transport http deduped https://dedupedai.com/mcp
Every Monday: the 5 hottest repos and exactly how to use them. Free, one email a week, unsubscribe anytime.
Get them freeShare: X LinkedIn Hacker News Email Copy link
Third-party repos we don't own. AI-written use cases can be wrong. Disclaimer