mcp-server

Appears to be a minimal example project described as a Spring AI + MCP server demo, but the provided repository content (metadata + README) contains no implementation details, endpoints/tools, or setup instructions.

Evaluated Apr 04, 2026 (16d ago)
Repo ↗ DevTools mcp spring-ai java example
⚙ Agent Friendliness
6
/ 100
Can an agent use this?
🔒 Security
0
/ 100
Is it safe for agents?
⚡ Reliability
0
/ 100
Does it work consistently?

Score Breakdown

⚙ Agent Friendliness

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

🔒 Security

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

No security-relevant details (auth mechanism, TLS requirements, secret handling, or dependencies) were provided in the supplied content, so security posture cannot be assessed.

⚡ Reliability

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

Use Cases

  • Learning/demo of integrating Spring AI with an MCP server workflow
  • Scaffolding a project that will expose MCP tools backed by Java/Spring

Not For

  • Production deployment without additional documentation and code review
  • Environments requiring well-documented APIs, authentication schemes, or operational guarantees

Interface

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

Authentication

OAuth: No Scopes: No

Pricing

Free tier: No
Requires CC: No

Agent Metadata

Pagination
none
Idempotent
False
Retry Guidance
Not documented

Known Gotchas

  • No MCP tool/schema, transport, or connection details are provided in the supplied README/metadata.
  • No example request/response or error semantics are provided, so agents cannot reliably determine how to recover or retry.

Alternatives

Full Evaluation Report

Comprehensive deep-dive: security analysis, reliability audit, agent experience review, cost modeling, competitive positioning, and improvement roadmap for mcp-server.

AI-powered analysis · PDF + markdown · Delivered within 30 minutes

$99

Package Brief

Quick verdict, integration guide, cost projections, gotchas with workarounds, and alternatives comparison.

Delivered within 10 minutes

$3

Score Monitoring

Get alerted when this package's AF, security, or reliability scores change significantly. Stay ahead of regressions.

Continuous monitoring

$3/mo

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

8642
Packages Evaluated
17761
Need Evaluation
586
Need Re-evaluation
Community Powered