by memgraph
Unified mono‑repo offering core Python utilities, a LangChain integration, an MCP server, and an experimental migration agent for building AI‑powered graph applications on Memgraph.
by meilisearch
Enables LLMs to manage Meilisearch indexes, perform searches, and handle documents through natural‑language conversations via a Model Context Protocol server.
by mckinsey
Build high-quality data visualization apps quickly with low‑code configuration, leveraging Plotly, Dash, and Pydantic while allowing deep customisation through Python, JavaScript, HTML, and CSS.
by MariaDB
Provides a Model Context Protocol interface for managing and querying MariaDB databases, supporting standard SQL operations and embedding‑based vector search.
by mapbox
Provides geospatial data and routing capabilities to AI agents via the Model Context Protocol, enabling location‑aware queries such as geocoding, POI search, routing, travel‑time matrices, isochrones, and static map images.
by makenotion
Provides a remote Model Context Protocol server for the Notion API, enabling OAuth‑based installation and optimized toolsets for AI agents with minimal token usage.
by brightdata
Provides real‑time web access, bypasses geo‑restrictions, handles bot detection, and offers browser automation for LLMs and AI agents via the Model Context Protocol.
by liveblocks
Provides AI agents access to Liveblocks REST API functions, enabling creation, modification, and deletion of rooms, threads, comments, notifications, and read access to Storage and Yjs data.
by litmusautomation
Enables LLMs and intelligent systems to configure, monitor, and manage Litmus Edge devices via Model Context Protocol, providing real‑time API access and integration hooks for popular IDEs and tooling.
by lingodotdev
Provides an AI‑powered i18n toolkit that enables instant localization of web and mobile applications using large language models, with options to bring your own LLM or use the built‑in translation engine.
by line
Enables AI agents to send, receive, and manage various LINE messages and rich menus through the LINE Messaging API.
by launchdarkly
Provides a Model Context Protocol (MCP) server that enables AI clients to interact with LaunchDarkly feature flags and AI configuration resources.
by last9
Provides AI agents with real‑time production context—logs, metrics, and traces—through a Model Context Protocol server that can be queried from development environments.
by langfuse
Access and manage Langfuse prompts through the Model Context Protocol, offering discovery, retrieval, and compilation of prompts for LLM workflows.
by landing-ai
Translates tool calls from MCP‑compatible clients into authenticated HTTPS requests to Landing AI’s VisionAgent REST APIs, streaming back JSON responses and visual outputs such as bounding‑box overlays, masks, or depth maps.
by lambda-capture
Provides a Model Context Protocol (MCP) server that enables semantic search over macroeconomic datasets, allowing AI agents and quant research tools to retrieve relevant economic indicators via simple API calls.
by kuzudb
Provides LLMs with schema inspection and Cypher query execution capabilities for Kuzu databases via a Model Context Protocol server.
by kurrent-io
Provides a simple interface for reading, writing, and creating projections on KurrentDB streams.
by knocklabs
Provides utilities for integrating Knock notification APIs into AI agent frameworks such as OpenAI, Vercel AI SDK, LangChain, and Model Context Protocol clients.
by keboola
Provides a bridge between Keboola projects and AI agents, exposing storage access, component configurations, SQL transformations, job execution, flows, and documentation through the Model Context Protocol.
by kagisearch
Provides web search and video summarization capabilities via the Model Context Protocol, integrating with Claude and other AI tools.
by jsdelivr
Enables large language models to execute network measurements across a globally distributed probe network through natural‑language commands.
by jfrog
Enables repository creation and management, build tracking, runtime monitoring, vulnerability analysis, and package curation for the JFrog Platform through the Model Context Protocol.
by jamsocket
Run arbitrary Python code securely in persistent, stateful sandboxes that remain available indefinitely.
by its-dart
Enables AI assistants to manage tasks and documents in Dart through a Model Context Protocol server, exposing prompts, resource templates, and tool endpoints for streamlined interaction.
by ip2location
Provides detailed geolocation, network, and security information for IPv4 and IPv6 addresses via the IP2Location.io API.
by intsig-textin
Extracts text from images, PDFs, and Office documents, performs OCR, converts documents to Markdown, and extracts structured information such as key fields and tables.
by integromat
Runs a Model Context Protocol server that links Make scenarios with AI assistants, exposing on‑demand workflows as callable tools.
by membranehq
Provides actions for connected integrations on Integration.app as tools that can be invoked by AI agents or other MCP‑compatible clients.
by inkeep
Provides RAG-powered search over Inkeep product documentation via the Model Context Protocol, enabling clients to retrieve relevant content.
by quickchatai
Provides a command‑line MCP server that proxies Quickchat AI agents to any Model Context Protocol‑compatible client, enabling seamless integration with tools like Claude Desktop, Cursor, VS Code, Windsurf and more.
by hyperbrowserai
Provides tools to scrape webpages, extract structured data, crawl linked pages, and invoke general‑purpose browser agents such as OpenAI's Computer Use, Anthropic's Claude Computer Use, and lightweight Browser Use.