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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

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.

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.

CHGIS MCP Server

3

An MCP server wrapper for the China Historical Geographic Information System (CHGIS) API, allowing users to query historical Chinese administrative divisions and geographic data from 222 BCE to 1911 CE.

3 tools

Limetest MCP Server

3

A lightweight Playwright-powered testing server that enables automated end-to-end testing using natural language test definitions and AI-driven execution.

YouTube Insights MCP Server

3

A toolset for extracting YouTube insights, allowing users to fetch video transcripts, search for content via keywords with rich metadata, and analyze channel performance.

3 tools

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

Chrome DevTools MCP Server

3

A comprehensive MCP server that bridges AI models to Chrome DevTools, enabling automated browser control, DOM inspection, JavaScript execution, and deep debugging capabilities for frontend development.

23 tools

YouTube Knowledge Base MCP

3

A specialized tool for building a searchable vector knowledge base from YouTube transcripts, providing AI assistants with timestamped retrieval and playback links via hybrid search.

4 tools

Ant Design MCP Server

3

A comprehensive MCP server providing tools to access Ant Design component documentation, API references, example code, and best practices directly within AI assistants.

7 tools

Brave Search

3

MCP (Model Context Protocol) Server. Integrates with Brave Search API to enable web research capabilities through tools for general queries, location-based searches, and multi-step research workflows for synthesizing information from multiple sources.

3 tools

Figma Chunked

3

MCP (Model Context Protocol) Server. Provides a memory-efficient interface to the Figma API that handles large files by breaking operations into manageable chunks with pagination support, filtering capabilities, and resume functionality for retrieving design data without memory constraints.

8 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

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

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

KBDB

3

A PostgreSQL-backed RAG server using pgvector to provide multiple semantic search modalities including question-answering, similarity matching, and stylistic clustering.

3 tools

Instagram

3

A comprehensive Instagram management server enabling AI models to handle account administration, content posting, social graph analysis, and direct messaging through the private Instagram API.

35 tools

mcp-hello-world

3

A Kotlin 'Hello World' example for the Model Context Protocol (MCP). This client-server demo uses STDIO for communication, where the client launches an MCP server to execute a simple 'greet' tool. Ideal for understanding MCP's fundamentals without complex LLM integrations.

1 tool

promptbook-mcp

3

Personal cookbook for AI prompts - MCP Server with RAG-powered semantic search

11 tools

commune

3

A Rust library designed to support the development of discoverable networks of AI agents.

5-Day-AI-Agents-Intensive-Course-with-Google

3

5-Day Hands-on AI Agents Course using Google ADK & Vertex AI | From first agent to production deployment

3 tools

FS-MCP

3

🧠🤖 MCP-compliant AI agent server in TypeScript 🚀 — Extend Claude & others with 🗂️ full local File System superpowers: read, write, browse, and manage files/folders across macOS, Windows & Linux! Pre-built executables available for easy setup

20 tools

multi-agent-chat

3

🤖 Engage in dynamic conversations with multiple AI personalities in a group chat, enhancing your interactive experience with real-time responses.

aws-mcp-server

3

MCP (Model context protocol) server to connect MCP client such as Claude Desktop.

1 tool

fraud-detection-mcp

3

Advanced fraud detection MCP server with behavioral biometrics, real-time anomaly detection, and explainable AI for comprehensive fraud prevention

6 tools

MCP-Mathematics

3

A comprehensive Model Context Protocol (MCP) server that turns any AI assistant into a powerful mathematical computation engine.

18 tools

mozichem-hub

3

A modular Python toolkit for creating MCP modules tailored to chemical engineering and chemistry workflows.

3 tools

model_context_protocol_training

3

A Slidev presentation and developer guide to the Model Context Protocol (MCP) by Anthropic, covering AI integration, LLM tool use, core concepts, and implementation examples for AI agents. #mcp #a

Firecrawl

3

MCP (Model Context Protocol) Server. Integrates with Firecrawl API to provide web scraping and search capabilities, enabling extraction of markdown content from URLs and web search queries that return structured results.

JIRA

3

A JIRA MCP server providing complete issue management including retrieval, JQL searching, creation, updates, and status transitions through JIRA's REST API v2.

6 tools

IDA Pro Multi-Session

3

A multi-session MCP server for IDA Pro that enables concurrent binary analysis, malware research, and vulnerability discovery across multiple isolated processes.

36 tools