MCP servers that give coding agents real developer tooling: linters, package registries, test runners, language docs and local build commands. 13.974 servidores en esta categoría.
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Provides persistent, local-first semantic memory for AI coding agents to retain decisions, preferences, and context across sessions.
$claude mcp add core -- uvx omega-memory
Lets an AI client read Opik traces, log scores, and manage prompt versions in an LLM observability workspace.
$claude mcp add opik-mcp -- uvx opik-mcp
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