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Enables AI-assisted code review and repository management for on-premise GitLab instances. It provides tools for interacting with merge requests, browsing source code, and searching repositories via the Model Context Protocol.

Web scraping MCP — extract clean markdown, links, and metadata from any URL.

Enables users to search and browse remote tech jobs from RemoteOK job board through natural language queries, with no API key required.

An MCP server that enables AI assistants to programmatically create and manage use case diagrams (actors, use cases, subjects, relationships) in StarUML via a REST API.

Provides local, explicitly scoped memory for coding agents via MCP, storing durable project knowledge in a per-repository SQLite database with tools to record, search, and retrieve context.

Aggregates threat intelligence from five major security platforms: AlienVault OTX for community IOCs, AbuseIPDB for IP reputation data, GreyNoise for noise vs. targeted attack detection, and abuse.ch projects (URLhaus, MalwareBazaar, ThreatFox, Feodo Tracker) for malware tracking. Provides unified lookups across IPs, domains, file hashes, and URLs with dynamic tool enablement based on configured API keys.

Enables connecting any MCP client to a cinematography reference library of 5,489 films. Allows searching film frames by look, mood, or craft attributes, and refining through similar-frame discovery.

Local stdio MCP bridge for managing n8n from HRJ Agent, providing read and write tools for workflows, executions, and Docker status with strong security protections.

SAP HANA MCP server: Claude & ChatGPT read SAP S/4HANA with SQL, guided by SAP's own data dictionary and CDS views. Read-only.

Provides morning/lunch/evening weather and fine dust (PM10/PM2.5) data for multiple locations using Korean weather and air quality APIs, outputting structured text suitable for daily reports.

Vision Web Bridge connects MCP clients like Claude Desktop to OpenAI-compatible vision models for image analysis and web reading. It supports images from uploads, clipboard, local paths, URLs, or base64 input. The server extracts and summarizes web page content locally, with security defaults that block private network access and disable clipboard by default. Requires an OpenAI-compatible API endpoint and credentials.

Full read/write MCP server for Bugsink, letting users view and manage teams, projects, issues, events, and releases, including resolving, muting, reopening, commenting on, and deleting issues.

Enables AI assistants to query the FACEIT platform for players, matches, hubs, and tournaments through typed MCP tools generated from the FACEIT Data API v4.

BambooHR MCP Pack — wraps the BambooHR API v1

Enables AI assistants to perform memory forensics analysis using Volatility 3 through natural language prompts. Supports process listing, network connection analysis, and other memory artifact inspection from memory images.

A template for building legal MCP servers that enforces source citation to reduce hallucination, enabling students to create their own grounded legal AI assistants.

A Model Context Protocol (MCP) server for Airthings air quality monitoring devices.

An MCP server that enables interaction with Telegram to send, read, and search messages across chats and dialogs. It supports waiting for incoming messages and retrieving conversation history through natural language commands.

MCP server that enables semantic search over macroeconomic data using the Lambda Capture API.

MCP server to control Yandex Station speakers with Alice: manage music, radio, volume, playback, TTS, timers, alarms, reminders, and smart home scenarios via text commands or predefined tools.