Performance-Test-MCP-Server-java-
A Java-based Model Context Protocol (MCP) server that runs performance/load/benchmark tests against a target client (“Discovery Intech” by default), collects metrics (response time, token/cost estimates, dataset size, success/errors), and can export and monitor results. It supports MCP over STDIO, HTTP/SSE endpoints, and streamable HTTP mode.
Score Breakdown
⚙ Agent Friendliness
🔒 Security
Security hardening is not documented: no auth/authz, no explicit TLS requirement, and no mention of secret management practices beyond logging to stderr. Since it can fetch URLs from the target flow and runs load tests, it should be isolated on a trusted network and placed behind an appropriate reverse proxy/firewall if exposed.
⚡ Reliability
Best When
You control the environment (local/CI/dev) and want an agent-accessible MCP server to orchestrate performance testing and collect metrics from a local/known target service.
Avoid When
You need hardened security (authn/authz, TLS guarantees, secrets handling guarantees) or you plan to expose the server beyond a trusted network without additional gateway protections.
Use Cases
- • Running single performance tests for the Discovery Intech client
- • Executing load tests with configurable concurrency/users and requests per user
- • Benchmarking predefined scenarios (e.g., sage/qad/microsoft/sap)
- • Analyzing and summarizing test results across test IDs
- • Monitoring estimated API/model costs over a timeframe
- • Exporting collected test results to JSON/CSV/HTML
Not For
- • Production-critical testing where strong security controls and authentication are required
- • Remote multi-tenant execution without network isolation (no auth described)
- • Use cases needing a formal OpenAPI/SDK ecosystem for programmatic API consumption
- • Workflows that require robust, clearly specified retry/idempotency semantics
Interface
Authentication
No authentication/authorization is described for the MCP/HTTP/SSE/health endpoints; intended use appears local/trusted environment.
Pricing
Operational costs depend on the target client/model usage referenced by the tests; only estimation logic is described.
Agent Metadata
Known Gotchas
- ⚠ No auth is documented; agents should avoid exposing endpoints publicly
- ⚠ Long-running requests/timeouts may require tuning (README suggests increasing timeouts)
- ⚠ Concurrent/load tests may overwhelm the target service; ensure targetUrl points to the expected instance and has capacity
- ⚠ MCP tool behavior/parameter schema details are not fully specified in the README (only example payloads are shown)
Alternatives
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Scores are editorial opinions as of 2026-04-04.