MCP servers that give coding agents real developer tooling: linters, package registries, test runners, language docs and local build commands. 13.961 servers in dieser Kategorie.
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Filters large tool outputs into compact, typed decisions to reduce AI agent context usage while providing traceable evidence.
$claude mcp add jev-filter -- npx -y @apixly/jev-filter
Rank GitHub repository dependents by stars or a trust heuristic and search their source code.
$claude mcp add dep-rank -- uvx dep-rank
Provides a verifiable memory layer for coding agents that validates stored facts against the local filesystem and git history.
$claude mcp add bettermemory -- uvx bettermemory
Provides structured failure knowledge to prevent AI agents from repeating known code errors and country-specific real-world mistakes.
$claude mcp add deadends-dev -- uvx deadends-dev
Lets an AI client index a codebase and retrieve exact functions, classes, and methods by symbol instead of reading whole files.
$claude mcp add jcodemunch-mcp -- uvx jcodemunch-mcp
Lets an AI client control a connected Android device over ADB: tap, swipe, type, snapshot the screen and wait for elements.
Provides AI agents with long-term memory by capturing conversations verbatim and serving relevant context through a local hyperdimensional storage engine.
Lets an AI client read, search, diagnose, and safely write data in Odoo 16+ ERP databases through MCP tools.
$claude mcp add mcp-odoo -- uvx odoo-mcp
Lets an AI client read and manage Plane projects, work items, cycles, modules, releases, and customers via 30 tools.
An AI coding factory that automates the workflow from ticket to reviewed pull request with adversarial review and tamper protection.
$claude mcp add no-human -- uvx no-human
Lets an AI client read and edit Microsoft Word documents, including live editing of open files, tracked changes, and comments.
$claude mcp add word-mcp-live -- uvx word-mcp-live
Lets an AI client control an Android phone over ADB to place calls, send SMS, manage contacts, launch apps, and tap or swipe the screen.
Lets AI agents query a Spark History Server to investigate jobs, stages, and failures and compare applications.
Enables AI clients to query WeChat chat history, export messages, manage official account digests, and build a local semantic knowledge base via MCP.
$claude mcp add weflow-cli -- npx -y weflow-cli
Lets AI agents launch and control Wayland apps on KDE Plasma 6 through isolated virtual or live KWin sessions.
Provides a self-hosted persistent cognitive memory layer for AI coding agents to store architecture decisions, schemas, and constraints.
Lets an AI client manage Apache Superset dashboards, charts, datasets, SQL Lab queries, users, roles, and row-level security.
$claude mcp add mcp-superset -- uvx mcp-superset
Gives AI clients a local Markdown memory that recalls settled notes with citations and says when it does not know.
$https://github.com/398894496-arch/KRouter/releases/download/v2.1.2/KRouter.mcpb
Create, update, publish, and export Datawrapper charts from an AI assistant using data and configuration.
$claude mcp add datawrapper-mcp -- uvx datawrapper-mcp
Automates time series forecasting by profiling data, selecting models using deterministic rules, and generating reproducible Python scripts.
$claude mcp add skforecast-ai -- uvx skforecast-ai-mcp