wgk-mcp-server-demo

wgk-mcp-server-demo appears to be a demo/example MCP server package intended to showcase how to expose tools via the Model Context Protocol (MCP).

Evaluated Apr 04, 2026 (40d ago)
Homepage ↗ DevTools mcp agent-tools demo llm-integration developer-experience
⚙ Agent Friendliness
30
/ 100
Can an agent use this?
🔒 Security
36
/ 100
Is it safe for agents?
⚡ Reliability
20
/ 100
Does it work consistently?

Score Breakdown

⚙ Agent Friendliness

MCP Quality
35
Documentation
20
Error Messages
0
Auth Simplicity
50
Rate Limits
0

🔒 Security

TLS Enforcement
50
Auth Strength
20
Scope Granularity
20
Dep. Hygiene
50
Secret Handling
50

No concrete security implementation details were provided. As a demo server, it may lack strong auth, scoped permissions, and clear secret-handling guarantees; validate TLS/auth/logging and dependency posture before use.

⚡ Reliability

Uptime/SLA
0
Version Stability
30
Breaking Changes
30
Error Recovery
20
AF Security Reliability

Best When

You want a lightweight reference implementation to quickly understand MCP server structure and agent-tool integration.

Avoid When

You need robust production-grade security controls and detailed operational documentation for API access, errors, and rate limits.

Use Cases

  • • Integrating an LLM agent with an MCP-compatible tool runtime
  • • Demonstrating how to build or wire up an MCP server
  • • Rapid prototyping of agent tool calls in a local/dev environment

Not For

  • • Production systems needing strong auth, governance, and audited reliability guarantees
  • • Use as a drop-in managed API service (if you need hosted endpoints, SLAs, and billing)

Interface

REST API
No
GraphQL
No
gRPC
No
MCP Server
Yes
SDK
No
Webhooks
No

Authentication

OAuth: No Scopes: No

No authentication details were provided in the provided package information, so auth requirements and enforcement cannot be confirmed.

Pricing

Free tier: No
Requires CC: No

Pricing information is not provided; assumed as a code/demo repository rather than a hosted paid API.

Agent Metadata

Pagination
none
Idempotent
False
Retry Guidance
Not documented

Known Gotchas

  • ⚠ If tools are demo-grade, assume incomplete tool coverage and limited edge-case handling.
  • ⚠ Agents may retry on failure; without documented retry/idempotency guidance, retries could be unsafe depending on tool side effects.

Alternatives

Use an MCP server template/repo with production-grade documentation and testing Use a purpose-built hosted API/SDK (if you need managed reliability and auth/rate-limit guarantees) Build a small REST API with OpenAPI + SDKs instead of MCP for simpler agent integration

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API endpoint ↗ Agent guide ↗ Report inaccuracy

Scores are editorial opinions as of 2026-04-04.

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