Developer Tools MCP servers

MCP server for managing Allure TestOps tests, launches, plans, defects, and metadata.

Check, translate and fix app localization files: ARB, iOS strings, Android XML, i18next JSON.

Delegate small coding tasks to local Ollama/llama.cpp models; patches gated by real test runs.

Read local work context and published Sage command knowledge over MCP.

Code graph for coding agents: symbol search, callers, blast radius and cross-service impact.

Local-first persistent context memory MCP server for AI coding agents.

Mine the architecture rules your TypeScript repo already enforces, with the evidence attached.

Grade Claude Code, Gemini CLI and Cursor configs for risky permissions; get public config stats.

Read-only Git explainer: what state a repo is in, what an error means, and the exact fix.

Check what a repo would run on your machine (open, agent start, install) before you clone it.

Render and validate diagrams as code: Mermaid, PlantUML, C4, Graphviz, D2 and more.

Validate and render declarative diagram specs to clean SVG or PNG; no coordinates needed.

Short project answers for coding agents: grouped search, one symbol per read, the project's scripts.

Generate C# builders, FluentMocks, tests and test cases from your .NET solution.

Select a layout layer on a live web or Android UI, move it, and hand the edit to any MCP agent.

RTL and FPGA tools: lint, simulate, formal, synthesize, place and route, program a board.

Lossless context guard for coding agents: command digests, file outlines, line-range reads.

Conduit live-debug core (30 frozen tools) + Rea static RE domains over MCP stdio/HTTP.

Zero-config data-quality monitoring: profile a warehouse, detect anomalies, gate CI.

Re-Agents.ai tools for AI agents: website audits and your approved company knowledge.

MCP server for the OpenTofu/Terraform native test framework: scaffold, mock, validate, run tests

Drive IPG CarMaker for Simulink: run test runs, read results, edit vehicle data and parameters.

Read-only Playwright CI results for agents: new vs known failures, flaky tests, test history.

Fake test data (CSV, JSON, SQL) from a schema. Reserved-range identifiers; reproducible by seed.

SQL migration, AWS Glue job generation, and PySpark optimization as an MCP server.

AWS, GitHub and connected services from your agent, no keys to paste, plus local shell and browser.

75 semantic Java analysis tools via Eclipse JDT: navigation, refactoring, code intelligence.

Run a golden set and gate LLM model swaps on accuracy, with latency and cost per request.