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.
Provides a local-first verification layer that tells AI coding agents the exact commands needed to build and test repositories.
Provides a repository-based memory system for AI coding agents to store, recall, and sync project decisions and context via MCP.
Provides linting, fuzzing, and runtime guardrails to ensure MCP servers are reliable, secure, and easy for AI agents to use.
Queries local log files using Chinese natural-language time expressions to return structured matches and error statistics.
Enforces requirement alignment by transforming PRDs into technical Mermaid contracts and decision tables before coding begins.
Provides a keyboard-first Kubernetes TUI with an embedded AI agent and an MCP bridge for editor assistants to investigate and operate clusters.
Provides an AI agent with secure filesystem access, command execution, Git context, and persistent memory via Streamable HTTP and OAuth 2.1.
Provides shared long-term memory for AI coding agents using a local SQLite database with hybrid semantic and keyword search.
Shrinks AI agent tool outputs by stripping structural overhead to reduce token consumption without changing the underlying data values.
Lets an AI client perform visual data quality checks, schema inference, and constraint management for Excel, CSV, and TSV files locally.
Detects and removes unused exports, dead routes, orphaned CSS, and unreferenced components in TypeScript, React, Next.js, and Python projects.
Detects breaking OpenAPI schema changes and generates migration guides to prevent API contract violations in CI/CD pipelines.
Wraps the opencode CLI API into MCP tools to enable agentic implementation, session memory search, and automated agent run management.
Enforces a hypothesis-driven research grammar for AI agents to track machine learning experiments, findings, and git-linked provenance.
Search and discover over 18,000 Model Context Protocol servers categorized by function and programming language.
Converts apcore-based projects into MCP servers and OpenAI tool providers without requiring code changes to existing projects.
Provides a toolkit of multi-language AI agents and reusable skills to enhance development workflows in Claude Code, zcode, and Codex.
Enables an AI agent to develop, validate, and preview Hearts of Iron IV mods using a specialized knowledge base and 20 MCP tools.
$claude mcp add dsh-hoi4-modding -- npx -y dsh-hoi4-modding
Bridges modern AI agents to legacy Mac Pro and Power Mac G5 hardware via an MCP server and a TLS-capable AI gateway.
Captures and recalls experiential knowledge units to help AI coding agents learn from past errors and workarounds.