geo-score MCP Server
by jianruntechio.github.jianruntech/geo-scorev1.8.3
Free 0-100 score: can AI engines cite a site? Plus citation checks with your own API keys.
context tax
pending
security
100/100
cold start
pending
freshness
Active1d ago
Our reading of geo-score, from the data
geo-score is an MCP server from jianruntech, listed in the official MCP Registry.
We haven't measured its tool list yet, so its token cost is unknown.
Maintenance is active: the last public signal was in the last day (2026-10-17).
It runs locally on your machine over stdio and needs 5 secrets (OPENAI_API_KEY, PERPLEXITY_API_KEY, GEMINI_API_KEY, …); use a scoped, least-privilege key.
Install geo-score MCP server
Install in Claude Code
claude mcp add geo-score -e OPENAI_API_KEY='<openai-api-key>' -e PERPLEXITY_API_KEY='<perplexity-api-key>' -e GEMINI_API_KEY='<gemini-api-key>' -e ANTHROPIC_API_KEY='<anthropic-api-key>' -e OPENROUTER_API_KEY='<openrouter-api-key>' -- uvx geo-score mcpInstall in Cursor
{
"mcpServers": {
"geo-score": {
"command": "uvx",
"args": [
"geo-score",
"mcp"
],
"env": {
"OPENAI_API_KEY": "<openai-api-key>",
"PERPLEXITY_API_KEY": "<perplexity-api-key>",
"GEMINI_API_KEY": "<gemini-api-key>",
"ANTHROPIC_API_KEY": "<anthropic-api-key>",
"OPENROUTER_API_KEY": "<openrouter-api-key>"
}
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (project).
Install in Claude Desktop
{
"mcpServers": {
"geo-score": {
"command": "uvx",
"args": [
"geo-score",
"mcp"
],
"env": {
"OPENAI_API_KEY": "<openai-api-key>",
"PERPLEXITY_API_KEY": "<perplexity-api-key>",
"GEMINI_API_KEY": "<gemini-api-key>",
"ANTHROPIC_API_KEY": "<anthropic-api-key>",
"OPENROUTER_API_KEY": "<openrouter-api-key>"
}
}
}
}Settings → Developer → Edit Config (claude_desktop_config.json), then restart.
Install in VS Code
{
"servers": {
"geo-score": {
"type": "stdio",
"command": "uvx",
"args": [
"geo-score",
"mcp"
],
"env": {
"OPENAI_API_KEY": "<openai-api-key>",
"PERPLEXITY_API_KEY": "<perplexity-api-key>",
"GEMINI_API_KEY": "<gemini-api-key>",
"ANTHROPIC_API_KEY": "<anthropic-api-key>",
"OPENROUTER_API_KEY": "<openrouter-api-key>"
}
}
}
}Add to .vscode/mcp.json in your workspace.
Install in Windsurf
{
"mcpServers": {
"geo-score": {
"command": "uvx",
"args": [
"geo-score",
"mcp"
],
"env": {
"OPENAI_API_KEY": "<openai-api-key>",
"PERPLEXITY_API_KEY": "<perplexity-api-key>",
"GEMINI_API_KEY": "<gemini-api-key>",
"ANTHROPIC_API_KEY": "<anthropic-api-key>",
"OPENROUTER_API_KEY": "<openrouter-api-key>"
}
}
}
}Add to ~/.codeium/windsurf/mcp_config.json.
Configuration
| Variable | Required | Secret | Description |
|---|---|---|---|
| OPENAI_API_KEY | — | yes | Optional. OpenAI key; enables ask and run on that engine. |
| PERPLEXITY_API_KEY | — | yes | Optional. Perplexity key; enables ask and run on that engine. |
| GEMINI_API_KEY | — | yes | Optional. Gemini (Google AI Studio) key; enables ask and run on that engine. |
| ANTHROPIC_API_KEY | — | yes | Optional. Anthropic key; enables ask and run on that engine. |
| OPENROUTER_API_KEY | — | yes | Optional. OpenRouter key; enables ask and run on that engine. |
| GEO_SCORE_WATCH_CONFIG | — | — | Optional. Path to geo-score-watch.json for run, list_runs, report and diff. |
Security signals
100/100 — no known issues found as of 2026-10-19, from the checks below. This is not a guarantee of safety; review what a server can do before connecting it.
Deductions
No findings from the checks that ran.
Checks
- ✓Repository hygiene (archived, activity, license, security policy)
- ○Package metadata (install scripts, provenance) — pending
- ○Tool descriptions (prompt-injection and hidden-text heuristics) — pending
- ○Source scan (secrets, CVEs, risky code) by vectra-guard — pending
Scan it yourself before installing with vectra-guard, the open-source agent security CLI. Scoring rules
Freshness
Active — last maintenance signal 1d ago. The newest of the signals below sets the band.
Last commit (default branch)
2026-10-17 · 1d ago · GitHub
Latest release
2026-10-15 · 4d ago · GitHub · v1.8.3
Package published
no data · npm/PyPI
Registry entry updated
2026-10-15 · 4d ago · official registry · v1.8.3
FAQ
›How do I install the geo-score MCP server in Claude Code?
Run: claude mcp add geo-score -e OPENAI_API_KEY='<openai-api-key>' -e PERPLEXITY_API_KEY='<perplexity-api-key>' -e GEMINI_API_KEY='<gemini-api-key>' -e ANTHROPIC_API_KEY='<anthropic-api-key>' -e OPENROUTER_API_KEY='<openrouter-api-key>' -- uvx geo-score mcp. For Cursor, VS Code, Claude Desktop and Windsurf, use the install tabs above.
›Does geo-score require an API key?
Yes. It expects OPENAI_API_KEY, PERPLEXITY_API_KEY, GEMINI_API_KEY, ANTHROPIC_API_KEY, OPENROUTER_API_KEY, of which 5 are secrets.
›Can I use geo-score as a remote (hosted) MCP server?
No hosted endpoint is published; it runs locally over stdio.
›Is geo-score in the official MCP registry?
Yes, as io.github.jianruntech/geo-score.
Sources and method
- Official MCP Registry entry
- updated 2026-10-15
- GitHub repository
- fetched 2026-10-19
- Package registry (npm / PyPI)
- listed
- Security signals, computed by us
- 2026-10-19
- Last checked against all sources
- 2026-10-19
The description, packages and links come from the maintainer's own published metadata. Token cost, security signals, freshness and the reading above are MCPSkillHub's own measurements; see the methodology. Spot an error? Request a correction or claim the listing.