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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Mochow Vector Database

3

A professional MCP server for Baidu's Mochow Vector Database, supporting database/table management, vector similarity search, and full-text retrieval with advanced filtering.

14 tools

Carbon Voice

3

MCP Server that connects AI Agents to Carbon Voice. Create, manage, and interact with voice messages, conversations, direct messages, folders, voice memos, AI actions and more in Carbon Voice.

27 tools

Pabal MCP

3

Manages App Store Connect and Google Play Console metadata, releases, and ASO workflows locally through MCP tools, enabling store management directly from AI clients without manual console navigation.

ARM64 Browser Automation

3

A specialized MCP server for ARM64 browser automation, providing direct Chrome DevTools Protocol control over Chromium on devices like Raspberry Pi and Apple Silicon.

22 tools

Setu UPI Deeplinks

3

A collection of MCP servers for Setu's APIs, enabling LLMs to perform KYC verifications and manage UPI payment links including generation and status tracking.

CBETA Buddhist Texts

3

MCP (Model Context Protocol) Server. Provides access to Chinese Buddhist Electronic Text Association (CBETA) resources for text retrieval, metadata access, and content analysis of Buddhist texts through catalog browsing, search functionality, and work manipulation tools.

Kayzen Reporting

3

Enables marketers and analysts to retrieve advertising campaign data from Kayzen's reporting API, including report listing and data retrieval.

Spreadsheet MCP App

3

Enables Claude to render interactive, real-time spreadsheets with streaming cell updates, custom styling, and resizable columns. This server allows users to visualize complex data sets through a dynamic grid interface directly within the model's response.

golemcore-bot

3

AI agent framework for Java — skill-based architecture with MCP support, tool calling, RAG, and Telegram integration. Built on Spring Boot and LangChain4j

Swagger/Postman API Explorer

3

MCP (Model Context Protocol) Server. Simplifies API access by transforming complex OpenAPI/Swagger specifications into just four strategic tools for endpoint discovery, information retrieval, search, and authenticated request execution

8 tools

Alibaba Cloud Lindorm

3

MCP (Model Context Protocol) Server. Provides a bridge between AI and Alibaba Cloud's Lindorm database, enabling vector search operations and SQL query execution for knowledge retrieval and data exploration

6 tools

Pydantic AI Docs

3

MCP (Model Context Protocol) Server. Provides direct access to Pydantic-AI documentation with tools for retrieving specific documents, listing topics, and accessing changelog information without leaving your development environment.

5 tools

MCP Bench Router

Validated
3

Routes design tasks to designarena.ai's top-ranked model via OpenRouter across 14 categories.

4 tools

MetaMask Blockchain Toolkit

3

MCP (Model Context Protocol) Server. Integrates with blockchain technologies like MetaMask, ERC20 tokens, and smart contracts, enabling wallet connections, contract deployment, transaction verification, and token management across Celo and Polygon networks.

Dify Workflows

3

MCP (Model Context Protocol) Server. Enables dynamic tool discovery and execution across multiple Dify AI applications by automatically loading application configurations and converting input parameters to JSON schemas for robust workflow management.

JSM Assets MCP Server

3

A Jira Service Management Assets MCP server that enables AI assistants to perform complex AQL searches, explore object schemas, and retrieve hierarchical asset data with reliable automatic pagination.

5 tools

Telegram MCP Bridge

3

Enables MCP agents to request human confirmation for actions via a Telegram bot. It uses a Vercel-hosted proxy and Redis to facilitate secure, real-time YES/NO approvals from a mobile device.

Context Manager

3

MCP (Model Context Protocol) Server. Provides a structured workflow management system for software development projects, maintaining context across sessions through state tracking of projects, tasks, and file changes from triage through QA phases.

Scientific Paper Analyzer (Gemini)

3

MCP (Model Context Protocol) Server. Integrates with Google's Gemini API to enable searching, analyzing and exploring academic research papers with tools for citation graphs and detailed paper information retrieval

WordPress Author MCP Server

3

A personality-driven MCP server for WordPress that provides sophisticated content management workflows including Markdown-to-HTML conversion and line-based document editing sessions.

26 tools

Market.dev MCP Server

3

A specialized MCP server for the Market.dev API that enables searching for open source experts and projects by skills, location, or repository involvement.

2 tools

Shopify

3

MCP (Model Context Protocol) Server. Integrates with Shopify's GraphQL API to enable e-commerce management tasks like inventory tracking, customer segmentation, order processing, and promotional campaign creation without switching interfaces.

18 tools

Slack Search

3

MCP (Model Context Protocol) Server. Integrates with Slack workspaces to provide direct access to users, channels, messages, and search functionality through a TypeScript-based server that handles pagination and API errors automatically.

5 tools

SEO Review Tools

3

MCP (Model Context Protocol) Server. Integrates with SEO Review Tools API for website traffic analysis, authority scoring, backlink discovery, SERP data retrieval, keyword research, and content optimization recommendations.

lifesciences-research

3

A comprehensive suite of 12 MCP servers providing structured access to life sciences databases like Open Targets, ChEMBL, UniProt, and HGNC to accelerate drug discovery and biomedical research.

14 tools

LunarCrush

3

Provides cryptocurrency market intelligence and social sentiment analytics via LunarCrush's real-time API. Supports multiple connection methods including Streamable HTTP, SSE, and stdio for flexible integration.

BNB Chain MCP

3

A comprehensive MCP server for interacting with the BNB Chain ecosystem, including BSC EVM operations, BNB Greenfield decentralized storage, and the Sperax Protocol. It enables users to manage wallets, execute token transactions, and handle storage buckets using natural language.

mcp-discovery

3

A specialized MCP server index and API that enables AI agents to semantically search and discover over 14,000 tools across the Model Context Protocol ecosystem.

elasticsearch-mcp

3

A comprehensive MCP server for Elasticsearch that enables LLM-powered applications to perform full CRUD operations, advanced DSL searches, and cluster management.

16 tools

Allabolag (Swedish Company Registry)

3

MCP (Model Context Protocol) Server. Provides a bridge to the Swedish company registry database for searching companies by name or location and retrieving detailed business information including revenue, employee count, and industry classification.