Developer Tools MCP Servers

Wetterdienst

Accesses weather data, alerts, and crowd-sourced reports from the Deutscher Wetterdienst through standardized Model Context Protocol tools.

Claude Chat

Enables AI assistants to communicate and collaborate over a persistent messaging network.

PDF RAG

Enables retrieval-augmented generation (RAG) by extracting, chunking, embedding, and semantically searching information from scanned, multi-column, and table-heavy PDF documents.

Gmail

Enables AI assistants to manage Gmail accounts through natural language, allowing operations like searching, reading, sending, labeling, and archiving emails.

AIDotMd

Captures, organizes, and shares AI-generated research as a self-hosted knowledge base, with direct integration for AI agents.

Claw

Control a robotic claw's movement and gripper actions using an ESP32, serial communication, and an MCP server, enabling AI client integration.

IDE Collab

Facilitates real-time collaboration and conflict prevention among AI assistants operating in multiple AI IDE windows.

ServeRay

Provides a collection of local-first servers for secure, self-hosted access to databases, GitHub, Jira, Slack, filesystem, and Playwright.

Dictionary

Access comprehensive English dictionary data, including definitions, phonetics, and examples.

SentinelX402

Delivers real-time phishing detection, CVE risk analysis, and threat intelligence via an API for AI agents.

Intelligence

Provides AI agents with ecosystem intelligence by scanning for, classifying, and scoring actionable opportunities in agent payments.

Lorem

Generates lorem ipsum placeholder text for development and design purposes.

PubMed

Accesses PubMed's extensive database for biomedical literature search and retrieval via NCBI E-utilities.

Fxgraph

Enables AI agents to analyze and manipulate running JavaFX applications in real-time.

Rozkoduj

Decode markets using AI for comprehensive screening, analysis, and scoring across stocks, crypto, and forex.

Tmux

Provides AI assistants with programmatic control over tmux sessions, windows, and panes for terminal workspace management.

NoteStore Lab

Provides a copy-first Apple Notes recovery and review toolkit for macOS, integrating AI-assisted triage, evidence-backed Q&A, and a read-mostly MCP server for local agent workflows.

Skill Hub

Routes over 200 local skills on demand to MCP-capable AI clients like Codex, Cursor, Claude Code, and OpenClaw.

Godot Catalyst

Empower AI-driven Godot 4.x game development with a comprehensive suite of over 240 tools and robust editor integration.

Everspring

Grounds AI agent responses in version-specific Spring documentation to reduce hallucination and version drift.