MCP servers that give coding agents real developer tooling: linters, package registries, test runners, language docs and local build commands. 13,944 servers in this category.
Lets an AI client disassemble binaries, decompile code, analyze malware, triage crashes, and audit Electron, Go, Rust, and Unity targets.
$claude mcp add reversecore-mcp -- uvx reversecore-mcp
Lets an AI client run Google and other search engine queries and extract or crawl web page content via SerpApi.
$claude mcp add --transport http serpapi-mcp https://mcp.serpapi.com/mcp
Performs zero-config entity resolution to identify duplicate people, companies, or products and merge them into stable golden records.
$claude mcp add goldenmatch -- uvx goldenanalysis
Exposes Appwrite's API for databases, users, functions, teams, and storage as tools for AI clients to manage backends.
$claude mcp add mcp -- uvx mcp-server-appwrite
Provides an evidence layer for AI coding agents to test, find bugs, and optimize codebases using runtime traces and real execution data.
$claude mcp add vinvai -- npx -y vinv-mcp
Provides long-term hierarchical memory for AI agents using a local tree of plain text files to persist decisions and context across sessions.
$claude mcp add ihmt-memory -- uvx ihmt-memory
Provides an AI assistant with centralized access to multi-version Laravel core documentation, ecosystem services, and curated community packages.
$claude mcp add laravel-mcp-companion -- docker run -i --rm ghcr.io/brianirish/laravel-mcp-companion:v0.15.0
Lets AI agents play, watch, and measure Pyxel retro games by running scripts headlessly and returning screenshots, game state, and audio data.
$claude mcp add pyxel-mcp -- uvx pyxel-mcp
Enables AI agents to model, measure, and verify parametric parts and assemblies directly within a running instance of SolidWorks.
$claude mcp add solidworks-mcp -- uvx solidworks-mcp
Enables AI clients to perform data loading, cleaning, visualization, and machine learning workflows using pandas-powered tools.
$claude mcp add stats-compass-mcp -- uvx stats-compass-mcp
Provides persistent semantic memory, knowledge graphs, and AST indexing to reduce AI agent token usage and improve codebase context.
$claude mcp add cognirepo -- uvx cognirepo
Provides a local, persistent skill and memory layer for coding agents to learn, recall, and reinforce procedural knowledge using SQLite.
$claude mcp add skillmem -- uvx skillmem
Allows AI assistants to interact with the Sauce Labs testing platform to manage device clouds, analyze test jobs, and monitor testing infrastructure.
$claude mcp add sauce-api-mcp-08d121 -- uvx sauce-api-mcp
Connects AI coding assistants to Obsidian vaults to provide on-demand context and persistent knowledge between sessions.
$claude mcp add hive -- uvx hive-vault
Enables one coding agent to consult others like Codex, Claude Code, or GitHub Copilot by routing requests through locally installed and authenticated CLIs.
$claude mcp add orchestrator-mcp -- uvx orchestrator-mcp-server
Provides a shared, local SQLite-based memory store for AI agents to enable evidence-based recall and automated conflict detection.
$claude mcp add memory-arbiter-mcp -- uvx memory-arbiter-mcp
Lets an AI agent interact with the Godot engine to analyze GDScript, validate scenes, and run/inspect the game at runtime.
$claude mcp add godotlens-mcp -- npx -y godotlens-mcpEnables AI assistants to manage Sauce Labs test jobs, browse real devices, analyze builds, and monitor testing infrastructure via the Sauce Labs API.
$claude mcp add sauce-api-mcp -- uvx sauce-api-mcp
Provides AI agents with precise, version-specific access to the official Python standard library documentation via a local indexed search.
$claude mcp add python-docs-mcp-server -- uvx python-docs-mcp-server
Returns the latest stable versions for packages and tools across ecosystems like NPM, PyPI, Go, Docker, and GitHub Actions.
$claude mcp add package-version-check-mcp -- uvx package-version-check-mcp