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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

polydev-ai

Query multiple AI models (GPT-4, Claude, Gemini, Grok) in parallel for diverse perspectives. Get different expert viewpoints when stuck or need enhanced reasoning.

FMP MCP Server

An MCP server that provides tools for financial analysis and investment research using the Financial Modelling Prep API. It enables users to access real-time stock quotes, financial statements, key metrics, and market sector performance data.

Contxture

Official Contxture MCP server to search for coding standards, blueprints examples.

Substack Reader MCP Server

An MCP server that allows users to browse and read Substack newsletters directly within Claude by listing subscriptions, fetching feeds, and retrieving full post content.

5 tools

LunaTask MCP Server

A comprehensive MCP server bridge for LunaTask that allows AI models to manage tasks, notes, journal entries, and contacts while fully respecting end-to-end encryption for security.

11 tools

DPSCoach

A specialized combat log analyzer for Throne & Liberty that uses DuckDB and SQL-based reasoning to provide deep performance metrics and natural language insights via a local AI coach.

4 tools

Follow Plan MCP Server

A comprehensive project planning and task management MCP server that uses SQLite with FTS5 for advanced full-text search and automatic filesystem synchronization.

25 tools

LearnMCP Server

Extracts and summarizes educational content from YouTube, PDFs, and web articles to provide context for project-based task generation and learning.

6 tools

SearXNG MCP Server

A privacy-focused meta-search bridge that integrates a self-hosted SearXNG instance with Claude, enabling web, image, and news searches across multiple aggregated engines.

3 tools

Quack MCP Server

A robust CI/CD focused MCP server that provides automated Python code quality assurance through asynchronous linting, static type checking, and test execution using tools like pylint, mypy, and pytest.

5 tools

Swagger/Postman MCP Server

A strategic MCP server that enables AI agents to dynamically discover and interact with APIs by ingesting OpenAPI/Swagger specifications or Postman collections through a simplified four-tool discovery and execution workflow.

8 tools

kintone MCP Server (Python3)

A Python-based MCP server for kintone that provides comprehensive record management, file handling, workflow status updates, and commenting capabilities using API token or password authentication.

16 tools

MCP Atlassian

A comprehensive MCP server providing deep integration with Atlassian Jira and Confluence for both Cloud and On-Premise environments, enabling AI assistants to manage issues, search documentation, and automate project workflows.

41 tools

Magazine Photography MCP

A visual vocabulary server that maps historical magazine aesthetics (Vogue, Life, National Geographic) to specific photographic parameters for era-authentic image generation. It enables deterministic control over color grading, lighting, and composition to maintain consistent publication styles.

4 tools

jimeng4-mcp

A multi-modal MCP server based on Volcengine's Jimeng AI, offering advanced image generation (v4.0, 3.1, 3.0), intelligent image editing, and professional video generation capabilities.

9 tools

Keyway MCP Server

A GitHub-native secrets manager that enables AI assistants to securely generate, validate, and manage credentials without exposing sensitive values in conversation history.

8 tools

Dependency Checker MCP Server

A security-focused MCP server that scans npm manifest and lockfiles for vulnerabilities using OSV.dev and Socket.dev databases.

3 tools

Universal AI Chat MCP Server

A cross-platform communication protocol that enables real-time messaging and shared vector memory between Claude Code, OpenAI Codex, and Google Gemini CLIs. It facilitates collaborative AI workflows through message threading, broadcast capabilities, and a unified SQLite/Qdrant backend.

10 tools

Cloudflare Remote MCP Server

A template for deploying remote Model Context Protocol servers to Cloudflare Workers, allowing for the hosting and connection of custom tools without authentication.

Touch Flow Base (MCP Counter POC)

A tool-executing MCP server that enables AI agents to run sandboxed JavaScript to control web applications in real-time with synchronized UI animations.

1 tool

Jimeng AI Image Generator

An MCP server for the Jimeng AI platform that automates image generation, status polling, and local file saving with customizable dimensions and model parameters.

1 tool

Alethea World History Engine

A narrative graph engine that functions as a specialized RAG framework for LLMs to generate, track, and mutate complex fictional world states with consistent entities and relationships.

LinkedIn Data API MCP Server

A comprehensive MCP server providing programmatic access to LinkedIn data, including profile enrichment, company insights, job search, and social engagement tracking like posts, comments, and reactions.

52 tools

MeteoSwiss MCP Server

A specialized MCP server providing real-time access to official MeteoSwiss weather data, regional reports, and website content search across multiple languages.

3 tools

FastMCP Gmail Reader Server

A FastMCP server that integrates Gmail with Gemini-CLI, allowing users to fetch recent emails through pagination and manage drafts.

LinkedIn Jobs MCP Server

A Model Context Protocol server that facilitates searching LinkedIn's public job listings using filters for location, job type, salary, and experience level without requiring API keys.

1 tool

Oura Ring MCP Server

Enables AI assistants to access and analyze Oura Ring health data including sleep, readiness, activity, and stress metrics. Supports customizable queries, correlation analysis, and visualization capabilities for comprehensive health insights.

Firecrawl Local MCP

A tool-focused MCP server that connects to a self-hosted Firecrawl instance to provide web scraping, multi-page crawling, and site mapping in markdown format without requiring an external API key.

4 tools

mcp-coda

MCP server for Coda.io — docs, pages, tables, rows, formulas, and automations.

MCP Epic Free Games

Provides real-time information about current and upcoming free games on the Epic Games Store, including descriptions, cover images, and claim URLs.

2 tools