mcp-server-demo

Insufficient information provided: the README is empty and repository metadata contains no details about the existence, capabilities, or configuration of any API/MCP server.

Evaluated Apr 04, 2026 (17d ago)
Repo ↗ DevTools mcp server demo unknown-capabilities java
⚙ Agent Friendliness
13
/ 100
Can an agent use this?
🔒 Security
7
/ 100
Is it safe for agents?
⚡ Reliability
10
/ 100
Does it work consistently?

Score Breakdown

⚙ Agent Friendliness

MCP Quality
10
Documentation
5
Error Messages
0
Auth Simplicity
20
Rate Limits
0

🔒 Security

TLS Enforcement
0
Auth Strength
0
Scope Granularity
0
Dep. Hygiene
20
Secret Handling
20

No transport/auth/security documentation was provided. Dependency hygiene cannot be verified from the provided data.

⚡ Reliability

Uptime/SLA
0
Version Stability
10
Breaking Changes
10
Error Recovery
20
AF Security Reliability

Not For

  • Production use without verifying the actual MCP server/API behavior, authentication, and error semantics.
  • Security-sensitive automation where authentication, authorization, and transport guarantees are not documented.

Interface

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

Authentication

OAuth: No Scopes: No

No authentication details were provided.

Pricing

Free tier: No
Requires CC: No

No pricing details were provided.

Agent Metadata

Pagination
none
Idempotent
False
Retry Guidance
Not documented

Known Gotchas

  • README contains no usage/tooling information, so an agent may not know which tools exist or how to call them.
  • No documented authentication or connection configuration; agents cannot safely determine how to initialize the server.

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

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