MCP servers that give coding agents real developer tooling: linters, package registries, test runners, language docs and local build commands. 13,971 servers in this category.
Coordinates multiple coding agents like Claude Code, Codex, and Cursor through shared tasks, independent reviews, and a local dashboard.
Build, deploy, and run containerized agentic environments and tasks to grade agent performance using a specialized Python SDK and CLI.
Provides AI agents with structured access to Canadian federal, provincial, and municipal government data through 295 bilingual tools.
Provides intelligent code completion for quantum computing development using Qiskit.
$claude mcp add qiskit-code-assistant-mcp-server -- uvx qiskit-code-assistant-mcp-server
Records agent decisions and reasoning to enable offline re-execution and verification of computations.
$claude mcp add warrant -- uvx warrant-verify
Selects appropriate hardware boards and toolchains while estimating project costs and battery life for IoT development.
$claude mcp add embedded-iot-mentor -- docker run -i --rm ghcr.io/mh-mansouri/embedded-iot-mentor-mcp:1.1.3
Allows LLM agents to flash pre-built STM32 and LPC ELF files onto real Nucleo and Discovery hardware boards via HTTPS.
$claude mcp add cloudhildemo -- uvx cloudhil-mcp
Enables AI clients to perform traces, manage subnetworks, identify dirty areas, and handle associations within Esri ArcGIS Utility Networks.
$claude mcp add utility-network-mcp -- uvx utility-network-mcp
Enables reactive programming and hot module reloading for Python applications.
$claude mcp add --transport http pyth-on-line https://promplate.github.io/pyth-on-line/hmr/mcp
Executes SQL statements and manages transactions within a MySQL database via an AI client.
$claude mcp add mysql -- docker run -i --rm ghcr.io/hughhan1/mysql@sha256:858da81df0d25bba99f485ae663208f2255b2278be711924f9b08032398e7093
Lets an AI client build Joern Code Property Graphs from repositories and run CPGQL queries to trace data flow and find vulnerabilities.
Exposes physical device intents as MCP tools so an AI client can control microcontrollers like ESP32 boards.
Provides lightweight, kernel-native Linux sandboxes for AI agents to execute arbitrary commands in complete isolation.
An AI agent orchestration framework that implements a deterministic orchestrator-worker-reviewer loop to drive coding-agent backends.
Lets an AI client build and reconfigure Elgato Stream Deck profiles with buttons, icons, dials, and shell scripts.
$claude mcp add streamdeck-mcp -- uvx streamdeck-mcp
Enables AI assistants to create, edit, and view Jupyter notebooks on your local machine via the Model Context Protocol.
Performs security scanning, protocol inspection, and schema-aware fuzzing for Model Context Protocol servers using Docker sandboxing.
Provides a curated catalog of MCP servers for accessing French open data, legislation, government services, and geospatial information.
Gives AI coding agents process guidance, skills, commands, and review workflows for planning, building, and reviewing code.
Generates layered Spring Boot Java code (Entity, DAO, Service, Controller, DTO, Mapper) from MySQL, PostgreSQL, or SQLite schemas for AI clients.