Developer Tools & Repos MCP Servers

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A .NET architecture checker that enforces one C# spec and renders the same rules for coding agents.

GDB/SWD MCP server over a smolmux broker: breakpoints, memory, Cortex-M fault decode, board probing.

Gives your coding agent the captured console, network, replay and screenshot evidence for a bug.

Bug reports your coding agent can fix: real element, console errors, failing requests with bodies.

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Autonomous QA scanner: point it at your running app and it walks the real user flows in a headless browser and reports what's actually

300+ deterministic data utilities for AI agents: validate, normalize, parse, match, redact.

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Software Heritage MCP.

Source code search for every package on PyPI and npm.

SPDX License List MCP

Token-efficient code reading for coding agents: symbol-aware, budgeted, diff-aware reads.

AST-based semantic code search: 39 tools over 37 languages. Call tracing and impact analysis.

A paid remote MCP for Statewright, built to return verdicts, receipts, usage logs, and audit-ready J

Connect AI assistants to Subotiz - Using Subotiz's external capabilities through natural language

Developer-ready GitLab MCP server for CE and EE instances.

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