Developer Tools MCP 服务器

ContextWire

Empowers AI agents with a high-accuracy, free search API server providing access to 105 engines, 22 profiles, and content extraction capabilities.

Beads

Integrates the BEADS framework as a Model Context Protocol (MCP) server, enabling AI agents to interact with Beads CLI commands through structured tool invocations.

C2PA

Validates Content Credentials (C2PA) embedded in images and media using the official Rust SDK.

Jira Scoped

Integrates Atlassian Jira with AI assistants through a Model Context Protocol (MCP) server, utilizing modern scoped API tokens for enhanced security and functionality.

Browser Containers

Deploys Docker containers for Playwright and Chrome DevTools MCP servers, featuring anti-detection, cookie import, and browser signature spoofing for AI agents.

AMI

Exposes ATLAS AMI and PMG cross-section database as tools for Large Language Models.

Prior

Connects AI agents to a shared knowledge base of proven solutions, accelerating problem-solving and reducing token costs.

Claw

Forge complete OpenClaw agent environments from natural language descriptions, preparing them for review and deployment.

BearStrike AI

Automates security testing workflows for reconnaissance, vulnerability discovery, and bug bounties using a queue-safe engine and over 150 integrated tools.

Ableton Project

Provides a local server for batch analysis of Ableton Live .als files to extract project metadata without needing to open the DAW.

CorpGateway

Connects AI agents to corporate systems securely by reusing existing browser authentication sessions.

Savile

Provides Git-native version control and an MCP server for storing, syncing, and evaluating AI agent prompts and skills.

Umami

Exposes read-only Umami Analytics data and prompt templates through the Model Context Protocol (MCP).

Project Brain

Leverage AI to understand and explain any software codebase, from architecture to key functionalities.

Council

Empower Claude with a review council, enabling other large language models to fact-check its responses before they are presented to the user.

Agent Memory Bridge

Provides an MCP-native memory layer for coding agents to transform real-time coding sessions into reusable engineering knowledge.

uPKI CA

Manages Public Key Infrastructure and Certificate Authority operations for secure internal infrastructures and Docker deployments.

Memoire

Automate the design-to-code workflow by extracting Figma design systems, generating production-ready React code, and enabling bidirectional synchronization with AI-native intelligence.

Noema

Provides AI agents with a persistent, structured memory layer to record observations, decisions, and intentions.

JDWP Inspector

Empowers AI agents with comprehensive debugger control over running Java applications, enabling state inspection, breakpoint management, expression evaluation, and runtime value mutation via JDWP/JDI.