AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
MCP Vision Server
Provides advanced image analysis capabilities including object recognition, OCR text extraction, and multi-turn visual dialogues using OpenAI-compatible APIs. It supports both local files and Base64 inputs with additional features for session persistence and web-based configuration management.
CacheBash
Let your AI sessions talk to each other — messaging, tasks, sessions, and alerts
ailist-mcp
MCP server for AiList — search and discover Ai projects from Claude Code
lenspr
Stop vibecoding blind. Code graph so your AI stops breaking things across your codebase.
shelter
AI financial coaching powered by real bank data — cash flow, alerts, and savings
DJ Claude
Agents can now live code music for you, themselves, and each other while they work.
ScoutScore
Trust scoring for AI agents. Check scores, fidelity, and flags for x402 services.
Agent Arena Registry
On-chain ERC-8004 agent registry. Search, register, and check reputation across 16 chains.
SpaceMolt
MMO game for AI agents: mine, trade, craft, explore, and battle in a galaxy of ~500 systems
Carapace MCP Server
A local-first security system for autonomous AI agents that provides tools for security verification, goal anchoring, and action logging. It protects against prompt injection and goal drift by enforcing user-defined rules and offering performance insights through session grading.
ragmacs-mcp
Provides LLMs with live introspective access to a running Emacs instance to evaluate Elisp and inspect the internal environment. It enables tools for reading documentation, browsing Info manuals, querying completions, and accessing source code for functions and variables.
RuTracker MCP Server
Allows users to search and browse torrents on rutracker.org, retrieving detailed metadata including magnet links and file lists. It automatically handles authentication by extracting session cookies from the Brave browser on macOS.
@git-fabric/chat
An AI conversation management layer that enables creating chat sessions, persisting message history to GitHub, and performing semantic searches over past interactions. It supports multi-turn threading and context injection to integrate external memory sources into Claude conversations.
@git-fabric/aiana
A composable semantic memory layer that provides cross-project recall and session context using Qdrant and OpenAI embeddings. It enables users to securely store, search, and manage persistent memories with built-in secret scrubbing for privacy.
mcp-colombia
This MCP server connects AI agents with Colombian e-commerce, travel, and financial services, allowing users to search MercadoLibre, find hotels, and compare banking products like CDTs and loans. It enables seamless integration with local services in pesos colombianos through specialized tools for shopping, travel planning, and financial simulation.
rocketcyber-mcp
An MCP server for the RocketCyber Managed SOC platform that provides read-only access to security data including incidents, agents, and events. It enables users to monitor and query security information through 10 specialized tools and resources.
PayBot MCP Server
Connects AI agents to the PayBot payment infrastructure, enabling automated USDC transactions and payment status management. It provides tools for submitting payments, tracking transaction histories, and monitoring payment IDs via the Model Context Protocol.
FLUX Restaurants MCP Server
An AI-native restaurant discovery service that enables searching and receiving natural language recommendations for over 2,200 restaurants across 15+ US cities. It provides tools for accessing detailed restaurant info, curated lists, and cuisine-specific searches through the Model Context Protocol.
spectra-mcp-server
Spectra Finance MCP server: yield discovery, PT/YT, looping, Morpho, 10 chains
Base MCP Server
Enables AI applications to interact with the Base Network blockchain and Coinbase API for onchain operations including wallet management, fund transfers, smart contract deployment, NFT handling, DeFi lending through Morpho vaults, and crypto onramping.
MCPist
A gateway service that connects AI assistants to numerous external tools like Notion, GitHub, and Google Workspace through a single Model Context Protocol endpoint. It provides a centralized hub for managing multiple tool integrations with secure authentication and a unified API architecture.
SyntaAI SAP Security MCP Server
Enables AI assistants to perform real-time SAP security audits and risk assessments by analyzing user roles, system parameters, and segregation of duties via RFC integration. It provides 17 specialized tools for monitoring security compliance and generating comprehensive audit reports directly from SAP systems.
HAP MCP Server
A Model Context Protocol server that provides seamless integration with Mingdao platform APIs, enabling AI applications to perform operations like worksheet management, record manipulation, and role management through natural language.
Supermemory MCP
An MCP server that enables users to visualize Supermemory document data as an interactive memory graph within MCP-compatible clients like Claude. It provides a dedicated tool to fetch and render data as an interactive widget while keeping API keys secure on the server side.
CouchDB MCP Server
Provides tools for interacting with CouchDB databases, enabling document management, Mango search queries, and database administration. It allows Claude Code and other MCP clients to perform CRUD operations and manage indexes on local or remote CouchDB instances.
mcp-nexus
A multi-provider MCP server that acts as a unified bridge for Tavily, Brave Search, and GrokSearch APIs. It features a comprehensive Admin UI for managing API key rotation, client authentication, and real-time usage monitoring across all search providers.
MCP Server for Notion
Enables AI agents to search, create, and manage Notion pages and databases through the Model Context Protocol. It features file-based operations and response extraction to optimize token usage and context efficiency.
Discord MCP Server
Enables interaction with Discord through the Model Context Protocol, providing access to all Discord features like channels, messages, threads, reactions, and roles. Supports secure Discord bot operations with rate limiting, caching, and comprehensive API coverage for OpenAI, LangChain, and other MCP clients.
Unified Salesforce Documentation MCP Server
Enables LLMs to scrape, index, and search modern and legacy Salesforce documentation by piercing complex Shadow DOM and iframe structures. It supports hierarchical spidering of entire guides and local RAG capabilities using a SQLite database for offline querying.
DocketBird MCP Server
Enables searching and downloading court documents, listing cases, and retrieving case details via the DocketBird API. It supports secure OAuth 2.0 authentication for remote access and a standard local mode for personal use.