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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

ClickUp MCP

High-performance MCP server for integrating ClickUp with AI applications, featuring consolidated tools for task management, document operations, and bulk actions with intelligent caching and response optimization.

git-auto-commit

An MCP server that automates the generation of conventional commit messages by analyzing git repository changes through OpenAI's GPT-4o-mini.

1 tool

HowToCook-MCP Server

Enables AI assistants to recommend recipes, plan weekly meals, and solve the "what to eat today" problem by providing access to a comprehensive Chinese recipe database with smart filtering by categories, allergies, and dietary restrictions.

ohm-mcp-pypi

OHM-MCP is an AST-powered Python refactoring and code quality assistant that provides tools for architecture analysis, dead code detection, performance optimization, and safe symbol renaming with automatic rollback capabilities.

30 tools

@usegrant/mcp

Needs Setup

A comprehensive MCP server for interacting with the UseGrant platform to manage providers, clients, tenants, domains, and authentication policies via the UseGrant API.

27 tools

shoumikdc-arxiv-mcp

A tool for AI agents to query and discover the latest arXiv research papers by category and keyword, providing structured metadata like summaries and author lists.

2 tools

FastMCP OpenAPI

A dynamic MCP server that transforms any REST API into Model Context Protocol tools by parsing OpenAPI/Swagger specifications. It supports multi-API orchestration, multiple authentication schemes, and parameter validation, allowing AI agents to interact with virtually any web service.

3 tools

Harmonic MCP Server

A comprehensive MCP server for interacting with the Harmonic AI API to enrich company and person data, specifically designed for venture capital deal flow and market research.

13 tools

Xray MCP Server

A robust MCP server for integrating AI assistants with Xray Test Management, supporting test execution, plan management, and importing results across Cloud and Server deployments.

8 tools

Ambient Code Platform MCP Server

A tool for delegating resource-intensive AI operations to Kubernetes-hosted Claude agents on OpenShift, enabling remote management and monitoring of complex agentic tasks.

8 tools

FPL MCP Server

A robust MCP server connecting LLMs to the Fantasy Premier League API, enabling full team management, competitor scouting, and player research using natural language and fuzzy name matching.

26 tools

Datadog Logs MCP Server

A Model Context Protocol server that allows for searching and retrieving Datadog logs using customizable search queries and time-range filtering.

1 tool

UNHCR Chart Generation MCP Server

Enables AI agents to generate UNHCR-styled data visualizations including bar, line, pie, and scatter charts with refugee and population data, returning charts as base64-encoded images.

BigQuery MCP Server

A Model Context Protocol server that enables LLMs to interact with Google BigQuery by inspecting schemas, listing tables, and executing SQL queries for seamless data analysis.

3 tools

Fodda Knowledge Graphs

Expert-curated knowledge graphs for AI agents — PSFK Retail, Beauty, Sports and more.

bachai-perplexity2

An MCP server that provides access to the Perplexity2 API, allowing users to perform AI-powered searches and analyze Google data.

1 tool

mcp-ClinicalTrial

A specialized MCP server that integrates with ClinicalTrials.gov API v2 to facilitate drug safety assessments through adverse event comparisons and clinical study data analysis.

4 tools

ClickUp MCP Server

Enables AI assistants to interact with ClickUp's task management API for core project workflows, supporting operations like task creation, updates, search, assignment, and team analytics through natural language.

jirispilka-actors-mcp-server

A powerful bridge that connects AI agents to thousands of Apify Actors for web scraping, data extraction, and automation tasks. It features dynamic tool discovery, allowing agents to search for, add, and execute any Actor from the Apify Store on demand.

17 tools

Cirra AI Salesforce Admin MCP Server

Comprehensive Salesforce administration and data management capabilities

Skippr Extension MCP Server

A bridge between Skippr's browser extension and AI coding agents, allowing developers to discover, understand, and fix UX, accessibility, and quality issues through natural language commands.

demomagic-duckchain-mcp

A comprehensive MCP server providing access to 56+ blockchain analysis tools via the BlockScout API v2, enabling deep exploration of transactions, addresses, tokens, and smart contracts.

51 tools

DrissionPageMCPServer_Modified

A robust browser automation MCP server based on DrissionPage, enabling AI assistants to navigate web pages, interact with DOM elements, capture screenshots, and monitor network activity.

17 tools

huuthangntk-claude-vision-mcp-server

An MCP server that enables a 'Think Before Code' workflow by providing deep analytical insights and strategic architectural guidance using Claude Sonnet 4.5.

1 tool

lineex-pubmed-mcp-smithery

A toolset for academic research that enables precision PubMed searches, MeSH term lookup, and structured PICO-based evidence synthesis.

5 tools

luminati-io-brightdata-mcp

One MCP for the Web. Easily search, crawl, navigate, and extract websites without getting blocked.…

@mind-as-context/mcp-server

Validated

MCP Server for Mind as Context (MaC) - Claude Code integration

11 tools

magenie33-quality-dimension-generator

A tool for transforming vague project requirements into precise, measurable quality evaluation standards and scoring criteria. It helps define expected quality levels and specific dimensions to guide and improve the output of any task.

2 tools

minionszyw-bazi

A specialized tool for generating Chinese BaZi astrological charts with support for true solar time correction, lunar conversions, and Luck Pillar calculations based on birth location and time.

1 tool

morosss-sdfsdf

A specialized MCP server for searching and downloading academic papers from multiple repositories like arXiv, PubMed, and bioRxiv directly into AI workflows.

2 tools