Provides AI agents and chatbots with direct access to ModelScope’s ecosystem, enabling image generation, resource discovery, and contextual information via MCP.

Aggregates web data via Tavily's Search and Crawl APIs, structures the results for LLM-friendly markdown generation.

Provides a robust server that bundles Nmap, Go/Dirbuster, Nikto, John the Ripper and additional utilities to streamline professional penetration testing workflows.

Provides access to VS Code and Cursor local history through the Model Context Protocol, enabling AI assistants to retrieve, search, and restore file snapshots for data recovery and enhanced context awareness.

Capture single images and manage webcam connections using OpenCV for AI assistants.

Provides access to Aiven PostgreSQL, Kafka, ClickHouse, Valkey, and OpenSearch services via Model Context Protocol, enabling LLMs to interact with Aiven resources for full‑stack solutions.

Enables AI agents to access and leverage metadata from the Alation Data Catalog for tasks such as asset curation, search, and data analysis.

Provides a powerful interface to the Shodan API, enabling advanced search, host intelligence, vulnerability discovery, and network mapping for security research.

Provides a bridge between LLM applications and the Unleash feature flag system, enabling AI apps to check, create, update, and list feature flags via the Model Context Protocol.

Provides a task management API that integrates with AI agents via the Model Context Protocol and persists data in Valkey, supporting multiple transport protocols and rich Markdown‑formatted notes.

Provides a standardized API to interact with multiple Kubernetes clusters simultaneously using multiple kubeconfig files.

Extracts YouTube video metadata and transcripts via an MCP server, offering tool-based access, detailed logging, and robust error handling.

Provides an API to store and retrieve text passages based on semantic similarity, leveraging Ollama for embeddings and ChromaDB for vector storage and similarity search.

Provides a lightweight decentralized memory gateway that connects AI agents to Membase for persistent, verifiable multi-session memory.

Retrieve Bilibili user profiles, video details, and perform keyword video searches via an MCP server.

Provides a searchable, continuously updated database of MCP servers, allowing AI assistants to discover and provision the appropriate tools via natural‑language queries.

Provides an MCP server that enables scraping of web pages through ScrAPI, delivering HTML or Markdown output for downstream processing.

Generate editable CAD parts or assemblies directly from natural‑language prompts by leveraging gNucleus generative AI models through a lightweight MCP server.

Interact with put.io to list active transfers, add new ones via URL or magnet link, cancel transfers, and retrieve browser links for completed downloads using Model Context Protocol.

Provides evaluation capabilities for LLM assistants and agents by exposing Root Signals evaluators through the Model Context Protocol, enabling automated quality assessment of AI-generated responses.

Enables AI assistants to execute Apex code, run SOQL/SOSL queries, manage metadata, and automate development workflows within Salesforce orgs via the Salesforce CLI.

Packages GDAL‑style geospatial workflows with Python‑native libraries (Rasterio, GeoPandas, PyProj, etc.) and adds AI‑agent‑driven catalog discovery, metadata intelligence, and raster/vector processing backed by epistemic reasoning.

Provides a secure bridge for AI assistants to query and analyze YNAB budgeting data via the Model Context Protocol.

Provides programmatic access to Amazon Advertising resources—including Sponsored Products, Brands, and Display campaigns, ad groups, keywords, product ads, targeting, and performance reports—through a Model Context Protocol server, enabling plain‑English queries and integration with Claude or other MCP‑compatible clients.

Creates and manages Model Context Protocol servers for Claude Desktop, providing commands to generate, update, register, and install dependencies for custom MCP servers via a simple CLI interface.

Provides recent NBA game scores, player statistics, and advanced metrics to Claude via the MCP protocol.

Provides a universal interface for AI agents to access AnalyticDB PostgreSQL, enabling metadata retrieval, SQL execution, graphRAG operations, and LLM memory management.

Enables Claude Desktop App to control Figma via MCP and WebSocket, offering a set of tools for document inspection, shape creation, styling, and component management.

Provides tools to interact with the Linear issue‑tracking system via the MCP protocol, enabling creation, updating, searching, commenting on issues, and retrieving team information while respecting API rate limits.

Integrates the Productboard API into agentic workflows via MCP, exposing a set of tools for retrieving companies, components, features, notes, and products.

Generate custom AI‑powered memes and convert them into Telegram or WhatsApp stickers without requiring external APIs.

Provides secure access to Oura Ring health metrics via the Model Controller Protocol, enabling AI assistants to fetch, analyze, and visualize personal wellness data.