Side-by-Side Model Context Protocol Comparison
Data Fcc vs Data Oakland
In-depth architectural comparison of the Data Fcc and Data Oakland 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
Data Fcc
Developer Tools · Local stdio
Quality: 43/100 (Fair) | Auth: No auth required
Data Oakland
Developer Tools · Local stdio
Quality: 43/100 (Fair) | Auth: No auth required
Verdict Summary: Choose Data Fcc if you need specialized Developer Tools tools running via a local process. Choose Data Oakland if your workspace requires Developer Tools integration with local subprocess execution. Both servers can be configured concurrently in your client's
mcpServers manifest.Which MCP Server Should You Choose?
D
Choose Data Fcc when:
- You need dedicated capabilities in the Developer Tools domain.
- You prefer local stdio subprocess transport architecture.
- Your security boundary fits: No auth required (Free / Open Source).
- Primary tools included: datasets, query, metadata.
D
Choose Data Oakland when:
- You need dedicated capabilities in the Developer Tools domain.
- You prefer local stdio subprocess transport architecture.
- Your security boundary fits: No auth required (Free / Open Source).
- Primary tools included: datasets, query, metadata.
Feature & Specification Comparison
Tools & Capabilities Breakdown
Data Fcc Tools (3)
datasets
Search the FCC Open Data catalog of open datasets by keyword. Returns each dataset's resource_id, name, description, category and update date — pass the resource_id to query/metadata.
query
Run a Socrata SoQL query against a FCC Open Data dataset by resource_id (e.g. "3xyp-aqkj"). Filter with where/select/group/order (SoQL clauses, without the leading $) plus limit/offset. Returns matching rows as JSON.
metadata
Get a FCC Open Data dataset's schema + metadata (columns, types, row count, category, last-updated) by resource_id, e.g. "3xyp-aqkj".
Data Oakland Tools (3)
datasets
Search the Oakland Open Data catalog of open datasets by keyword. Returns each dataset's resource_id, name, description, category and update date — pass the resource_id to query/metadata.
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).
Data Fcc Configuration
Data Oakland Configuration