Developer Tools MCP 服务器

AI Humanizer

Refines AI-generated content to sound more natural and human-like.

Clarion Builder

Automates Clarion IDE operations, project compilation, and build management.

Build Tools

Exposes JVM build tools via the Model Context Protocol, enabling interaction using natural language.

HeFeng Weather

Provides weather forecast data for locations in China using the HeFeng Weather API.

SearxNG

Facilitates web searching through SearxNG via a command-line interface and a Model Context Protocol server.

Py

Simplifies the creation of Model Context Protocol (MCP) servers using the Server-Sent Events (SSE) protocol.

Weather

Integrates with Baidu Maps API to offer comprehensive weather query functionalities.

Multi

Integrates with GitLab and Jira to expose project, merge request, and issue data to MCP-enabled clients.

Copilot Feedback Human Handoff

Enables AI agents to escalate questions to human experts, facilitating human-reviewed answers through a secure web UI with real-time notifications.

Memory

Provides a production-ready Model Context Protocol server implementing a three-tiered memory architecture for vertical agents.

ComfyUI

Integrates ComfyUI's powerful AI image generation capabilities into modern development workflows, enabling dynamic asset creation via the Model Context Protocol.

Gimp

Generates AI-powered images from text descriptions, integrated with VS Code via Model Context Protocol.

Context Notes

Implements a Model Context Protocol (MCP) server that provides a simple notes system with resource management and LLM summarization capabilities.

Backlog

Integrate AI agents with Backlog to automate project management tasks, issue tracking, and documentation.

LLM Tools

Provides a collection of Model Context Protocol (MCP) tools for interacting with files and the terminal.

File Compass

Performs semantic file search across codebases using local embeddings and HNSW indexing to find relevant files by natural language descriptions.

Python Exec Sandbox

Provides sandboxed, multi-version Python execution for AI agents with ephemeral dependency management.

Clelp

Curate and discover the best AI tools, leveraging ratings and reviews from AI agents.

VirtualFlyBrain

Provides an MCP server for AI assistants to query VirtualFlyBrain data, run predefined biological queries, and search for neurobiology terms.

Echo

Provides AI agents with persistent, contextual long-term memory, bridging stateless LLMs with local SQLite persistence for automated cross-session architectural context and project preferences.