开发工具 MCP 服务器

Optimizes Manus AI credit usage by 30-75% via intelligent model routing and smart testing.

Read-only context and complete checks against patterns learned from git history. Local; no LLM.

A Model Context Protocol (MCP) server that provides AI-powered search and querying capabilities for the Vercel AI SDK documentation.

MCP server for discovering, reading, and changing ZenML resources with compact generic tools

Record any browser page as GIF or video via MCP

Memi is the design layer for agentic AI.

Incident management, on-call scheduling, and intelligent analysis powered by Rootly.

Your Ionic coding buddy enabled via MCP – build awesome mobile apps using React/Angular/Vue or even Vanilla JS!

MCP server that provides Typescript API information efficiently to the agent to enable it to work with untrained APIs

AI pilot for PTY operations enabling agents to control interactive terminals with stateful sessions, SSH connections, and background…

Persistent code indexing for AI assistants. 50x less context than grep. 11 languages.

A MCP server for interacting with [Bruno API Client](https://www.usebruno.com/).

Set up & manage mobile CI/CD on Bitrise: build, test, distribute iOS, Android, Flutter, RN apps.

Index your codebase's domain knowledge. 20x fewer tokens, 10x faster.

MCP server to convert Figma designs to Flowbite UI components in Tailwind CSS

An Excel-compatible spreadsheet engine for agents: deterministic formulas, block memory, real .xlsx.

MCP server for searching and getting up-to-date information about NPM, Cargo, PyPi, and NuGet packages.

Browse, inspect, and retrieve installable React and Next.js interaction effects from Hyperiux Vault.

63 semantic Java analysis tools via Eclipse JDT: navigation, refactoring, code intelligence.

AI code quality gate detecting hallucinated packages, phantom dependencies, stale APIs, and AI-specific code defects. MCP Server + CLI +…

Convert source code repositories into searchable knowledge bases with AI-powered search using GPT-5, intelligent chunking, and OpenAI…

MCP Server that support for querying and managing all resource in [Apache APISIX](https://github.com/apache/apisix).

An MCP Server to utilize Lineai's rich software dependency data in your AI programming assistant.

Native macOS markdown preview with MCP server for Claude Code. Swift/SwiftUI, no Electron.

Query Go package information on pkg.go.dev

Queryable UniFi API docs: endpoint search, schemas, code examples. No controller access.

AI 測試大師 — end-to-end QA loop over MCP. Drives pytest / Jest / Cypress / Go / Maestro from one surface; analyzes URLs (Web DOM) or live…

Semantic code graph MCP server for AI coding agents. Indexes your codebase into a typed graph (functions/types/modules as nodes;…

An LLM-based code review MCP server with AST-powered smart context extraction

MCP server that supports ROS2 topics, services, and actions communication, and controls robots using natural language.

MCP server for InsForge BaaS — database, storage, edge functions, and deployments

Swift reviews, local Apple references, app scaffolding and iOS simulator workflows.

67 semantic C#/.NET analysis tools via Roslyn: navigation, refactoring, codegen, audit.

Control HarmonyOS-next devices with AI through MCP. Support device control and UI automation.

MCP server for local compression of various image formats.

MCP server for App Store Connect & Google Play Console — iOS/Android app management

ADR drift detection, content safety, and decision memory for architectural decisions

JVM dependency intelligence for AI assistants via Maven Central

MCP server that provides SQL analysis, linting, and dialect conversion using [SQLGlot](https://github.com/tobymao/sqlglot)

All-in-one developer tool and MCP Server for Roku development, featuring ECP device control, automated channel sideloading, BrightScript…

Generate, validate, and optimize Adaptive Cards for Teams, Outlook, and Copilot.

Local code search for AI coding agents: hybrid keyword + semantic + SQL over an index in your repo.

AI-native CMS with 41 MCP tools for managing websites through natural language.

GitHub Repo MCP allow your AI assistants browse GitHub repositories, explore directories, and view file contents.

MCP server exposing JetBrains TeamCity CI/CD workflows to AI coding assistants

Deterministic doc-drift detection: guard, score, explain, verify-claims and diagnose MCP tools.

Secure secrets proxy for AI agents — manages API keys so agents never see raw credentials.

#️⃣ 🏠 🍎 🪟 🐧 - Provides AI agents with detailed type information from .NET projects including assembly exploration, namespace discovery,…

MCP server for Dynatrace Managed to access logs, events, and metrics.

Endor lets your AI agents run services like MariaDB, Postgres, Redis, Memcached, Alpine, or Valkey in isolated sandboxes. Get…

A MCP server for replacing Rest Clients like Postman/Insomnia, by allowing your LLM to maintain and use api collections.

Helping Your AI Agent Identify Hotspots for Refactoring; Help AI Understand How to 'Make Code Better'

Pre-action gates that block AI agents from repeating known mistakes.

Debugging for [Hono](https://hono.dev) apps whose dashboard is also an MCP server: read the running application's recent exceptions with…

Grafana k6 MCP Server for performance testing

A personal MCP (Model Context Protocol) server for securely storing and accessing API keys across projects using the macOS Keychain.

Flag features directly from chat in your IDE with [Reflag](https://reflag.com).

#️⃣ 🏠 🍎 🪟 🐧 - A local-first stdio MCP server for building token-efficient codebase context, with live preview, Git scopes, MCP-enforced…

Self-hosted codebase priors and conventions server. Captures codebase design patterns, conventions, and implementation decisions from git…

Encoding-aware, indentation-smart file tools for AI coding agents with SSH, SFTP, and 20+ tools.