What is the main functional difference between APIShed and GroundTruth MCP?

APIShed is categorized under Developer Tools and uses an install path we have not confirmed yet. GroundTruth MCP belongs to Developer Tools and uses a local stdio subprocess. Pick APIShed for developer tools work and GroundTruth MCP for developer tools.

How do I install APIShed or GroundTruth MCP in Claude Desktop, Cursor, or Windsurf?

Copy the mcpServers block from the config section on this page into your client's config (for example claude_desktop_config.json or ~/.cursor/mcp.json), then fully restart the client. APIShed has no confirmed install command yet — follow its own setup instructions.

Are APIShed and GroundTruth MCP free to use, or do they require API keys?

APIShed has no declared pricing — check the project's own site. GroundTruth MCP is listed as free. Auth: no auth required. If a server needs environment variables such as API keys, define them under the env key in your client's MCP config.

Can I run both APIShed and GroundTruth MCP at the same time in my AI client?

Yes. MCP clients support multiple servers: add apished and rm-rf-prod-groundtruth-mcp as separate keys in the same mcpServers object, and your assistant will call tools from either one.

Which MCP server has higher directory engagement and quality ratings?

On AllMCPs, APIShed has a quality signal of 37/100 (Fair) with 0 views, 0 installs and 0 GitHub stars. GroundTruth MCP has 56/100 (Good) with 3 views, 0 installs and 6 GitHub stars.

APIShed vs GroundTruth MCP

A side-by-side look at the APIShed and GroundTruth MCP MCP servers: transport, auth, tools, quality signals, and the config to install either one in Claude, Cursor, Windsurf or VS Code.

APIShedDeveloper ToolsValidates PESEL/NIP/REGON/IBAN/Luhn/ISBN/EAN/SWIFT-BIC/VAT; RPN calc, date math, hashing, tokens37FairAuth: not declared

GroundTruth MCPDeveloper Tools · Local subprocess (stdio)Self-hosted MCP for live docs, code audits, snippets, and best practices across 445+ libraries. 14 tools, 107 audit patterns with file:line precision, BM25-ranked snippets, lockfile-aware version pinning, npm/PyPI/crates.io/Go fallback. No API keys, no rate limits, Context7 alternative. npx -y @groundtruth-mcp/gt-mcp56GoodAuth: no auth required

Verdict: choose APIShed for developer tools work; choose GroundTruth MCP for developer tools as a local process. You can also run both side by side in one mcpServers block.

Spec	A APIShed	GroundTruth MCP
Category	Developer Tools	Developer Tools
Quality signal	37/100 · Fair	56/100 · Good
Install command	Not confirmed yet	Confirmed
Transport	—	Local subprocess (stdio)
Auth	Not declared	No auth required
Pricing	Not declared	Free
Required env vars	None listed	`GT_GITHUB_TOKEN`
Verified owner	Community listing	Community listing
GitHub stars	—	6
Directory activity	0 views 0 installs 0 upvotes	3 views 0 installs 0 upvotes
Tools	Not listed	Not listed
Full listing	View APIShed	View GroundTruth MCP

APIShed vs GroundTruth MCP

Which MCP server should you choose?

Choose APIShed when

Choose GroundTruth MCP when

Feature & specification comparison

Tools & capabilities

APIShed tools

GroundTruth MCP tools

Ready-to-paste client configs

APIShed

GroundTruth MCP

Frequently asked questions