Developer Tools & Repos MCP Servers

When the agent writes a bad import, the write doesn’t land. The same check fails the pull request.

Epoch time estimation MCP server for PERT, COCOMO, Monte Carlo, calibration, cost, and risk.

Developer tools for files, git, ports, processes and more, the same on Windows, Linux and macOS

Agent-first MCP. 11 AST adapters, 12 named languages, 51 tools, mission outcomes. Local.

Self-hosted gallery of your SwiftUI #Preview and Jetpack Compose @Preview screens.

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

Charles Proxy MCP server with live capture, structured traffic analysis, and agent-friendly tool contracts

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.

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

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

A room-based collaborative platform

MCP server for Python, JavaScript, and TypeScript code analysis with Ruff, ty, Vulture, and Biome