mcp-server-test

This appears to be an MCP (Model Context Protocol) server launched as a Java JAR with stdio transport enabled (via a Spring AI MCP server JVM property). No further functionality, tools, or protocol details are provided in the supplied materials.

Evaluated Apr 04, 2026 (16d ago)

Repo ↗ DevTools mcp mcp-server stdio java spring-ai agent-integration testing

⚙ Agent Friendliness

/ 100

Can an agent use this?

🔒 Security

/ 100

Is it safe for agents?

⚡ Reliability

/ 100

Does it work consistently?

Score Breakdown

⚙ Agent Friendliness

MCP Quality

Documentation

Error Messages

Auth Simplicity

100

Rate Limits

🔒 Security

TLS Enforcement

Auth Strength

Scope Granularity

Dep. Hygiene

Secret Handling

From the provided materials, the server is run locally over stdio (no network TLS characteristics can be inferred). No auth/scopes or secret handling practices are documented. Dependency hygiene cannot be verified from the provided metadata/README snippet.

⚡ Reliability

Uptime/SLA

Version Stability

Breaking Changes

Error Recovery

Best When

You want a lightweight local MCP server process for experimentation or internal testing where stdio transport is acceptable.

Avoid When

You need strong, documented security controls (auth, scopes), clear rate-limit behavior, or a documented API/tool surface to let agents reliably call specific functions.

Use Cases

• Integrating an MCP-capable agent with a locally run Java MCP server over stdio
• Testing MCP server wiring/bootstrapping in a development environment

Not For

• Production deployments without verified MCP tool contracts and operational documentation
• Environments requiring documented authentication/authorization controls (not shown)
• Teams needing well-specified REST/GraphQL/SDK interfaces (not shown)

Interface

REST API

GraphQL

gRPC

MCP Server

Yes

SDK

Webhooks

Authentication

OAuth: No Scopes: No

No authentication mechanism is described in the provided README snippet. The MCP stdio property is shown, but no auth configuration or authorization model is documented.

Pricing

Free tier: No

Requires CC: No

No pricing information provided.

Agent Metadata

Pagination

none

Idempotent

False

Retry Guidance

Not documented

Known Gotchas

⚠ No tool list/schema is provided, so an agent may not know what MCP tools are available or how to call them.
⚠ No guidance on startup/shutdown, environment variables, working directory, or jar path is provided; the snippet includes a local absolute path which likely won’t work elsewhere.
⚠ No error/rate-limit/retry guidance is provided, which can cause brittle agent behavior.

Alternatives

Use a mature MCP server with published tool schemas and transport/auth documentation If you need HTTP-based integration, use a service exposing OpenAPI/SDKs instead of MCP-stdio-only Use the official Spring AI MCP server examples/templates (if available) rather than an undocumented test artifact

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API endpoint ↗ Agent guide ↗ Report inaccuracy

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