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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

WebSearch Tools

1

MCP (Model Context Protocol) Server. Integrates with web search APIs and crawling tools to enable internet-wide information retrieval, content extraction, and data mining capabilities for research and analysis tasks.

4 tools

Nextflow Developer Tools

1

MCP (Model Context Protocol) Server. Streamlines Nextflow development by providing tools for building, testing, and executing pipelines directly from local repositories.

GitHub PR Reviewer (Notion)

1

MCP (Model Context Protocol) Server. Integrates with GitHub's API to fetch, analyze, and document pull request changes, enabling automated code reviews and maintaining documentation of code changes in Notion.

P-Link.io

1

HTTP 402 Protocol implementation on Solana network. Sending & receiving payments for agents

9 tools

Kirha Crypto Gateway

1

A specialized MCP gateway that routes cryptocurrency queries to Kirha AI's analysis system, featuring automated summarization and dynamic tool registration for accurate crypto knowledge retrieval.

1 tool

MySQL MCP Server

1

A MySQL database connector for the Model Context Protocol that enables executing SQL queries and monitoring connection health through MCP-compliant clients.

2 tools

Expense Tracker MCP Server

1

A comprehensive financial management engine for AI assistants that enables smart expense tracking, multi-category budgeting, and real-time affordability analytics via the Model Context Protocol.

16 tools

Amadeus

1

An MCP server that integrates with the Amadeus API to provide comprehensive flight search capabilities, including filtering by airports, dates, passenger types, and pricing.

1 tool

KAIA-MCP Server

1

A DeFi-focused MCP server for the KAIA blockchain that enables AI agents to track wallet balances, query token prices, and execute transactions on KiloLend and DragonSwap protocols.

25 tools

Google Calendar

1

A comprehensive MCP server for Google Calendar management that enables users to create, update, and search events and calendars via secure OAuth2 authentication.

12 tools

Codex MCP Server

1

A specialized MCP server for the OpenAI Codex CLI that manages multi-turn coding sessions with advanced reasoning effort controls and native context resume support. It enables Claude to perform deep code analysis, generation, and refactoring through the Codex ecosystem.

4 tools

Edinburgh Festival API

1

Integrates with the Edinburgh Festival API to provide detailed access to events and venue data across all Edinburgh festivals, including historical records and optional Google Maps integration for routing.

2 tools

Fetch News

1

A tool that scrapes and summarizes news articles from web sources using BeautifulSoup for parsing and OpenAI for structured report generation.

Sticky Notes

1

MCP (Model Context Protocol) Server. Enables creation, reading, and management of personal notes directly within conversations through a lightweight text-based storage system

Keyphrases

1

A BERT-powered extraction server that identifies meaningful keyphrases and metadata from local text documents using spaCy and sentence transformers. It provides accurate, context-aware keyword analysis while preserving privacy by only exposing extracted tags to the LLM.

Gravatar MCP Server

1

The official Gravatar MCP server provides access to user profiles, avatar images, and AI-inferred interests via email or profile identifiers.

6 tools

Mezmo MCP Server

1

A quota-conscious MCP server for retrieving and filtering Mezmo logs with intelligent defaults, allowing users to discover and query logs by application, level, and custom time ranges.

1 tool

MCP Image Recognition Server

1

A Python-based MCP server that provides image analysis and recognition using multiple vision models like Gemini, GPT-4o, and Qwen-VL via URLs or Base64 data.

1 tool

OpenAI TTS

1

A text-to-speech MCP server that leverages OpenAI's TTS API to convert text into high-quality audio with support for multiple voices and formats.

1 tool

Coding Todo

1

MCP (Model Context Protocol) Server. Integrates project management tools for viewing, adding, updating, and deleting todo items with priority setting, tagging, and project assignment capabilities, enabling efficient task tracking and AI-assisted prioritization for software development workflows.

4 tools

ORMCP

1

A robust MCP server for object-oriented data exchange with JDBC-compliant databases like PostgreSQL, MySQL, and SQL Server using object-relational mapping (ORM). It exposes database tables as JSON object models, allowing AI models to perform CRUD operations and complex queries through standardized tools.

10 tools

GreyHack Tools

1

MCP (Model Context Protocol) Server. Provides specialized tools for Grey Hack game players to search GitHub for code examples, validate scripts against official API documentation, generate common script templates, and transpile between GreyScript and JavaScript.

4 tools

Airbyte Status Checker

1

MCP (Model Context Protocol) Server. Integrates with Airbyte API to monitor data pipeline health, check connection statuses, and manage streams for real-time ETL process oversight.

SEO AI (Google Ads Keyword Planner)

1

MCP (Model Context Protocol) Server. Connects AI systems to Google Ads Keyword Planner API for SEO automation through keyword research, SERP analysis, and competitor insights without leaving conversations.

4 tools

Project Guardian MCP

1

A specialized project memory system combining knowledge graph capabilities with SQLite database operations for persistent entity tracking and workflow management.

17 tools

llms-mcp

1

An MCP server that implements the llms.txt standard, automatically parsing project documentation maps to expose local files and external web resources to AI models.

Fathom

1

Integrates Fathom.video with MCP to provide access to meeting transcripts, AI summaries, and action items with support for search and markdown exports.

11 tools

Indian Stock Exchange

1

A comprehensive MCP server that provides real-time and historical data for companies listed on the BSE and NSE, including prices, trends, and market news.

8 tools

Agent Interviews

1

Conduct AI-powered qualitative research interviews and surveys at scale with Agent Interviews.

4 tools

Kivv

1

Kivv is an automated arXiv research assistant that provides daily paper discovery, AI-powered summarization, and personalized research feeds via the Model Context Protocol.