springboot-mcp-server

A Spring Boot-based MCP server framework/service intended to expose functionality via an MCP interface, with a RESTful backend indicated by the repo description. The README only provides minimal requirements (JDK 17+) and a note to replace a DeepSeek API key in source code, but does not describe available tools or endpoints.

Evaluated Apr 04, 2026 (16d ago)
Repo ↗ DevTools mcp spring-boot java api agent-integration
⚙ Agent Friendliness
24
/ 100
Can an agent use this?
🔒 Security
27
/ 100
Is it safe for agents?
⚡ Reliability
12
/ 100
Does it work consistently?

Score Breakdown

⚙ Agent Friendliness

MCP Quality
35
Documentation
15
Error Messages
0
Auth Simplicity
35
Rate Limits
0

🔒 Security

TLS Enforcement
70
Auth Strength
25
Scope Granularity
0
Dep. Hygiene
40
Secret Handling
5

README indicates an API key is present in source code that must be replaced, which is a strong anti-pattern for secret handling. No information is provided about TLS requirements, authentication mechanism for the service, scopes, or rate limiting.

⚡ Reliability

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

Use Cases

  • • Providing an MCP-accessible service backed by a Spring Boot application
  • • Building agent-callable workflows where server-side logic is implemented in Java/Spring

Not For

  • • Production deployments without additional documentation and security hardening
  • • Teams needing a well-specified, ready-to-integrate MCP tool catalog or stable public API contracts
  • • Use cases that require clearly documented auth, rate limits, pagination, and error semantics

Interface

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

Authentication

Methods: API key (implied by note to replace DeepSeek API key in source code)
OAuth: No Scopes: No

The only auth/security-related hint in the provided README is a requirement to replace an API key in source code; no details on how clients authenticate to the MCP/REST service are provided.

Pricing

Free tier: No
Requires CC: No

No pricing information is provided.

Agent Metadata

Pagination
none
Idempotent
False
Retry Guidance
Not documented

Known Gotchas

  • ⚠ No tool list/schema shown in provided README content; agents may not know available MCP tools/inputs/outputs.
  • ⚠ Potential runtime failures if required API key configuration is not correctly set.
  • ⚠ No documented retry/idempotency semantics; agents should assume non-idempotent operations unless verified in code/docs.

Alternatives

Generic MCP servers with documented tool schemas and OpenAPI/SDK alignment Spring Boot REST services paired with an MCP gateway/proxy that provides a tool registry Direct REST/GraphQL APIs with OpenAPI schemas and stable error models (when MCP is not strictly required)

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API endpoint ↗ Agent guide ↗ Report inaccuracy

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

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