# Stats Compass

> 50+ pandas-powered tools for data loading, cleaning, visualization, and ML workflows

- name: io.github.oogunbiyi21/stats-compass
- version: 0.3.34
- connection class: R2 (oauth_consent_once)
- trust: 94/100
- quality: 75/100 (good)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/io.github.oogunbiyi21%2Fstats-compass
- tools: https://api.protogrid.dev/v1/servers/io.github.oogunbiyi21%2Fstats-compass/tools

**An agent can connect after a one-time OAuth consent by a human.** Remote endpoint behind OAuth 2. Tokens stay with the agent; the registry only exposes the authorization metadata.

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "stats-compass": {
      "type": "http",
      "url": "https://mcp.statscompass.io/mcp"
    }
  }
}
```


## Trust

- hygiene: 100
- liveness: 100
- freshness: 100
- provenance: 80
- drivers: +repository +namespace-matches-repo +reachable +uptime-100% +updated-9d-ago
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 75/100 (good)

### protocol: n/a (weight 25)

- n/a `protocol.modern`, `protocol.stateless`, `protocol.transport`, `protocol.list_ttl`: no remote answered a protocol handshake (not probed yet, unreachable, or local-only)

### authorization: 83 (weight 15)

- pass `auth.prm`: Protected Resource Metadata (RFC 9728) published
- pass `auth.as_metadata`: authorization server metadata reachable
- warn `auth.cimd`: only Dynamic Client Registration, deprecated in 2026-07-28 in favour of CIMD
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: n/a (weight 30)

- n/a `tools.descriptions`, `tools.description_length`, `tools.schemas`, `tools.annotations`, `tools.directory_hints`, `tools.token_cost`, `tools.api_dump`: tool list unknown (behind auth, not probed, or empty)

### stability: n/a (weight 15)

- n/a `stability.changes`, `stability.rug_pull`: tool list unknown

### dependencies: 67 (weight 15)

- fail `deps.known_vulns`: 3 advisories to act on (malicious, or rated high or critical with a fix available): GHSA-rww4-4w9c-7733 in fastmcp@2.14.7 (direct, fixed in 3.2.0), GHSA-vv7q-7jx5-f767 in fastmcp@2.14.7 (direct, fixed in 3.2.0), GHSA-rgxp-2hwp-jwgg in pyarrow@18.1.0 (indirect, fixed in 23.0.1); 2 more of lower severity or without a fix
- pass `deps.mcp_sdk_version`: mcp 1.30.0, no known advisory
- pass `deps.resolvable`: stats-compass-mcp@0.3.34 resolved: 110 packages

- tools: unknown
- badge: [![protogrid quality](https://protogrid.dev/badge/io.github.oogunbiyi21/stats-compass.svg)](https://protogrid.dev/servers/io.github.oogunbiyi21/stats-compass)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

_No tool definition changes recorded._

## Dependencies

- pypi stats-compass-mcp@0.3.34: resolved, 109 dependencies, MCP SDK mcp 1.30.0
  - GHSA-vv7q-7jx5-f767 (critical) in `` fastmcp@2.14.7 ``, direct, fixed in `` 3.2.0 ``, advisory summary: "FastMCP OpenAPI Provider has an SSRF & Path Traversal Vulnerability" https://osv.dev/vulnerability/GHSA-vv7q-7jx5-f767
  - GHSA-rww4-4w9c-7733 (high) in `` fastmcp@2.14.7 ``, direct, fixed in `` 3.2.0 ``, advisory summary: "FastMCP: Missing Consent Verification in OAuth Proxy Callback Facilitates Confused Deputy Vulnerabilities" https://osv.dev/vulnerability/GHSA-rww4-4w9c-7733
  - GHSA-rgxp-2hwp-jwgg (high) in `` pyarrow@18.1.0 ``, indirect, fixed in `` 23.0.1 ``, advisory summary: "Apache Arrow: Potential use-after-free when reading IPC file with pre-buffering" https://osv.dev/vulnerability/GHSA-rgxp-2hwp-jwgg
  - GHSA-m8x7-r2rg-vh5g (moderate) in `` fastmcp@2.14.7 ``, direct, fixed in `` 3.2.0 ``, advisory summary: "FastMCP has a Command Injection vulnerability - Gemini CLI" https://osv.dev/vulnerability/GHSA-m8x7-r2rg-vh5g
  - GHSA-w8v5-vhqr-4h9v (moderate) in `` diskcache@5.6.3 ``, indirect, no fix yet, advisory summary: "DiskCache has unsafe pickle deserialization" https://osv.dev/vulnerability/GHSA-w8v5-vhqr-4h9v

Dependency graphs from deps.dev; advisories from OSV.dev, including the GitHub Advisory Database and the PyPI Advisory Database; all CC BY 4.0.

## Remotes

- https://mcp.statscompass.io/mcp (streamable-http, auth oauth2, reachable true, uptime30d 1)

## Packages

- pypi stats-compass-mcp@0.3.34

## Tools (0)

_none observed_