Developer Tools & Repos MCP Servers for Claude Desktop

AI coding agent orchestrator — resolve GitHub issues end-to-end with isolated git worktrees, quality gates, and an MCP server. Works with

A Model Context Protocol server and CLI for Bazel-based iOS build and test workflows.

Authenticated local evidence paths for JavaScript and TypeScript coding agents.

Open source contribution manager with PR tracking, issue discovery, and CI diagnosis

AI programming verification platform. Makes AI code generation results verifiable and trustworthy. MCP protocol native support, evidence-dri

Explore, analyze, and decompile Java JAR files via MCP

Open-core trust layer for web motion: verifies and compiles reduced-motion-safe, on-budget UI animation for AI-generated web apps (WCAG

MCP Server for Xray Test Management (Jira Cloud)

AI testing agents for web apps — dispatch test runs, crawls, fetch artifacts and status.

Generate IDs, QR codes, and hashes, encode values, geolocate IPs, plus gated host diagnostics.

Fillo MCP server — provision, scaffold, publish, and query forms from your coding agent.

Diagnoses ArduPilot DataFlash flight logs over the Model Context Protocol.

Cloud or self-hosted knowledge for AI agents: hybrid search, reranking, GraphRAG, scoped MCP tools.

MCP server for FactoryTalk Optix: author, preview, and verify Studio changes via the emulator.

Evidence-backed reverse engineering and human-gated software planning for Pi and MCP coding agents.

A room-based collaborative platform

Local codebase intelligence for AI coding agents: structural repo map, change-safety gates, MCP security receipts, and tamper-evident

SQL database to MCP tools and REST API: PostgreSQL, MySQL, SQL Server, Oracle, SQLite, Snowflake.

MCP-to-ACP bridge — let any MCP client drive ACP coding agents

A Next.js App Router MCP server, MCP client and provider-agnostic chat UI — drop-in routes, components and a pluggable provider seam for

The reconciliation layer for agentic design systems. Sits above Figma, your codebase, and Storybook — resolves conflicts, exposes a single