MCP servers that give coding agents real developer tooling: linters, package registries, test runners, language docs and local build commands. 이 카테고리에 13,967 servers가 있습니다.
Enables AI clients to inspect BIM models and edit Revit parameters through a suite of over 200 specialized tools.
$https://github.com/Sam-AEC/aec-model-bridge/releases/download/v1.4.0/aec-model-bridge-1.4.0.mcpb
Exposes CHAP coordinator methods as MCP tools so an AI agent can create tasks, request reviews, and record human approvals and overrides.
$claude mcp add chap -- npx -y @brightbeamai/chap-coordinator-mcpLets AI coding assistants query software dependency graphs and assess the impact of code and database changes.
$claude mcp add codelogic-mcp-server -- uvx codelogic-mcp-server
Enables AI agents to perform browser automation via raw CDP without requiring Puppeteer, Playwright, or Selenium.
$claude mcp add cdpilot -- npx -y cdpilotLets an AI client search SAM.gov entity registrations, exclusions, contract opportunities, and contract awards.
$claude mcp add sam-gov-mcp -- uvx sam-gov-mcp
Gives AI agents persistent causal memory they can store, recall, traverse, explain, and selectively forget via MCP tools.
$claude mcp add genesys -- uvx genesys-memory
Lets an AI client pull Scout APM endpoint metrics, traces, error groups, and N+1 insights to diagnose and fix performance problems.
$claude mcp add scout-mcp-local -- uvx scout-mcp-local
Wraps the Antigravity CLI with a resumable MCP control plane to run parallel, human-operable agentic sessions.
$claude mcp add codex-agy-bridge -- uvx codex-agy-bridge
A local-first message bus that enables independent coding agents on different machines to exchange ordered messages through named channels.
$claude mcp add claude-bridge -- uvx claude-code-bridge
Helps open-source contributors navigate repository rules, prepare proposals, and verify changes to earn maintainer trust.
$claude mcp add contribos -- uvx contribos
Lets an AI agent drive a self-hosted Chrome session that a human can watch and take over through a live noVNC view.
$claude mcp add agent-browser -- npx -y aether-browser
Qualify and carve dataset columns into supervised, drift-robust, human-readable bins using an AI-assisted local MCP server.
$claude mcp add autocarver -- uvx autocarver
Enables AI agents to search the Cities: Skylines II wiki, access in-game encyclopedia data, and manage local C# modding development workflows.
$claude mcp add cities2-mcp -- uvx cities2-mcp
Analyzes codebases using tree-sitter to generate AGENTS.md files that provide architectural context and conventions for AI coding agents.
$claude mcp add agents-md-generator -- uvx agents-md-generator
Enables AI coding agents to audit, fix, document, and monitor web accessibility compliance following WCAG 2.2 standards.
$claude mcp add a11y-toolkit -- uvx a11y-toolkit
Enables AI clients to query Celo blockchain data, manage tokens and NFTs, interact with smart contracts, and monitor governance and staking operations.
$claude mcp add celo-mcp -- uvx celo-mcp
Performs music-aware, multi-level comparisons of MusicXML files to detect differences in scores from global similarity down to individual notes.
$claude mcp add comparer-mcp -- uvx comparer-mcp
Provides a replay-gated index of software failures and fixes to prevent AI agents from solving the same problems repeatedly.
$claude mcp add claimidx -- uvx claimidx
Manages system specification artifacts like requirements, use cases, and risks using structured markdown files.
$claude mcp add biz-dfch-specmgr-1bfa76 -- uvx biz-dfch-specmgrManages system specification artifacts like requirements, use cases, and risks using structured markdown files.
$claude mcp add biz-dfch-specmgr -- uvx biz-dfch-specmgr