AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
thrd
Thrd MCP: agent email tools for events/threads, safe send/reply, usage, trust and security.
devops-practices
AI-powered DevOps knowledge base with practices, templates, and automation tools
CrossFin
AI agent access to Asian crypto markets. Korean exchange routing and x402 paid APIs.
LoreKeeper MCP
Provides fast, cached access to comprehensive Dungeons & Dragons 5th Edition data including spells, monsters, classes, races, equipment, and rules through Open5e and D\&D 5e APIs.
wavestreamer
MCP server for waveStreamer — AI agent prediction arena.
toolfi
Open API Marketplace for AI Agents. Crypto data tools with USDC payments on Base.
mund
AI security scanner - secrets, PII, prompt injection, and exfiltration detection.
shuka
Universal trust attestation for AI agents. Create, verify, and negotiate trust proofs.
Achriom
The media memory layer for AI agents and their humans. Books, movies, music, shows, and anime.
letsclarify-mcp
Human-in-the-Loop API: AI agents create forms, share URLs with humans, get JSON back.
SODAX Builders MCP
Live SODAX API data and SDK docs — chains, tokens, swaps, volume, and more.
Paperlib
MCP (Model Context Protocol) Server. Research paper management with semantic search and knowledge graphs.
Google Docs API MCP Server
An MCP (Multi-Agent Conversation Protocol) Server that enables AI agents to interact with Google Docs via natural language, automatically generated using AG2's MCP builder.
Nexmo Messages MCP Server
An MCP server that enables interaction with Nexmo's Messages API, allowing agents to send and manage messages across various channels via natural language commands.
NDHM HIU MCP Server
This server enables interacting with the National Digital Health Mission's Health Information User (HIU) API, allowing agents to access and manage health information through the Multi-Agent Conversation Protocol.
Cloud Translation API MCP Server
An MCP (Multi-Agent Conversation Protocol) Server that enables AI agents to interact with Google's Cloud Translation API for translating text between languages.
Business Unit MCP Server
A Multi-Agent Conversation Protocol server that enables interaction with HubSpot's Business Units API, allowing users to manage company business units through natural language.
Revit MCP Server
Allows AI assistants to interact with Autodesk Revit through the MCP protocol, enabling the AI to create, modify, and delete elements in Revit projects.
HubSpot CMS MCP Server
An auto-generated Multi-Agent Conversation Protocol Server for interacting with HubSpot CMS API, allowing AI agents to manage HubSpot content management system through natural language commands.
Cloud Vision API MCP Server
An MCP (Multi-Agent Conversation Protocol) Server that provides a standardized interface for interacting with Google's Cloud Vision API, enabling AI agents to analyze images and extract visual information through natural language.
Real-Time Bidding MCP Server
An MCP (Multi-Agent Conversation Protocol) Server that provides access to Google's Real-Time Bidding API, enabling programmatic interactions with RTB functionalities through natural language.
Fitness MCP Server
An MCP server that provides an interface to Google's Fitness API, enabling interaction with fitness data through natural language using the Multi-Agent Conversation Protocol.
Playable Locations MCP Server
An auto-generated MCP server that interfaces with Google's Playable Locations API, allowing agents to programmatically access and query location data for gaming applications.
Cloud TPU API MCP Server
Provides Multi-Agent Conversation Protocol access to Google Cloud TPU services, enabling management of Tensor Processing Units through natural language interactions with the Google TPU API.
Google Workflows MCP Server
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with Google Workflows API, allowing management of workflow executions and definitions through natural language commands.
Dataproc Metastore API MCP Server
An MCP (Multi-Agent Conversation Protocol) Server that provides access to Google Cloud's Dataproc Metastore API, enabling AI agents to manage and interact with Hive metastore services through natural language.
Google Indexing API MCP Server
An MCP server that enables interacting with Google's Indexing API, allowing agents to submit URLs to Google for indexing or removal from search results through natural language commands.
Local Services MCP Server
A Multi-Agent Conversation Protocol Server that provides access to Google's Local Services API, enabling interaction with local service businesses information through natural language commands.
Datastream MCP Server
A Multi-Agent Conversation Protocol server that enables interaction with Google Cloud Datastream API for managing data replication services between various source and destination systems through natural language commands.
Groups Migration MCP Server
An MCP server that enables programmatic interaction with Google Groups Migration API for importing messaging data into Google Groups, allowing users to migrate email messages from external systems.