Developer Tools & Repos MCP Servers for Perplexity

An MCP server for Azure DevOps pipelines.

Setup wizard and doctor command for ads-mcp.

MCP server to browse, search, and discover MCP servers from the MCP Advisor registry

MCP Server for server card generation, validation and discovery — .well-known/mcp-server-card.json protocol

Claude Code runner and orchestrator — thin job lifecycle, repo management, and OTEL pipeline

Universal MCP server that exposes coding agents (Copilot, Claude Code, Codex) as subagents via a unified tool interface

MCP server that routes tough coding questions through OpenRouter coding advisors.

Root cause in seconds. Evidence, not intuition. Analyzes 24 frameworks (Playwright, Jest, Cypress, pytest, Go, RSpec, and more) by tracing

VLI AI Trust Protocol — cryptographic accountability for AI decisions. Every AI action sealed, signed, and anchored.

MCP server for AICre8 — create, edit, and deploy web projects via AI agents

Make visual text content just work. An MCP server that fixes, validates, and generates diagrams, tables, and box-drawing art for AI coding

MCP server for driving a dev/local Airflow cluster over its REST API — trigger DAGs, check run/task status, fetch logs, and diagnose import

MCP server for LLM-assisted conversion of Apache Airflow DAGs to Prefect flows

MCP Server for comparing algorithm implementations through empirical benchmarking

MCP Server for generating AMIS page schemas with AI assistance

Convert code folders into Claude Desktop knowledge bases via MCP server

MCP Server for ServiceStack APIs

Geographic data API: 250+ countries, 150K+ cities, IP geolocation, 161 live FX rates.

Deterministic package-manager-style resolver for AI skills

Model Context Protocol server for Aptly package repository management - enables AI assistants to manage Debian repositories

MCP server for Ara Records API integration