AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
PromptSmith
An MCP server that provides 'Reasoning as a Service' by analyzing tasks to select and generate meta-prompts from 40 distinct reasoning frameworks. It enables AI agents to optimize their execution strategy based on task complexity and category, featuring tools for strategy recommendation and performance tracking.
MCP Kkebi
A framework for building interactive UI applications and React-based widgets for ChatGPT and Claude using the Model Context Protocol. It enables developers to create custom tools and visual components that facilitate rich, bidirectional interaction between AI models and users.
AWS MCP Server
A read-only Model Context Protocol server that exposes over 60 AWS tools across services like EC2, S3, and IAM for AI agent interaction. It features multi-region support, resource caching, and audit logging to provide secure, AI-ready access to AWS infrastructure data.
PTO MCP Server
Exposes PTOAi user context to Agent Builder by connecting to a Supabase database. It allows agents to retrieve user profiles, intake and follow-up data, and manage weekly plans.
Suno-MCP
Enables music generation through Suno AI, providing tools for account authentication, prompt-based track creation, and automatic downloading of audio files. It facilitates seamless AI music production workflows within Claude Desktop via Playwright-driven browser automation.
SE Ranking MCP Server
Connects AI assistants to SE Ranking's SEO and project management APIs to enable natural language queries for keyword research, backlink analysis, and technical audits. It supports comprehensive tasks including competitive analysis, domain traffic tracking, and AI search visibility monitoring.
mcp-swedish-weather
Provides access to current weather conditions and hourly forecasts for any location in Sweden using the SMHI Open Data API. It supports built-in city lists, coordinate inputs, and geocoding fallback to deliver detailed meteorological data without requiring authentication.
Calibre MCP Server
Connects AI agents to Calibre ebook libraries for searching, reading, and managing digital collections. It supports metadata updates, format conversion, and full-text content searches while providing granular permission controls for library access.
Verified Repo Memory MCP
Provides repository-scoped safe memory for AI coding agents with just-in-time verification against file changes to ensure facts remain accurate. It links memories to specific code citations and automatically marks them as stale if the underlying source code is modified or deleted.
Arcate MCP Connect
Gives AI agents direct access to your Arcate product discovery workspace to read signals, browse roadmaps, and ingest new customer feedback. It enables users to search existing data and link signals to initiatives through natural language commands.
@missionsquad/mcp-searxng-puppeteer
An MCP server implementation that integrates the SearXNG API for powerful web search capabilities and uses @missionsquad/puppeteer-scraper to read and process live web content.
tauri-mcp
A Tauri plugin that enables AI agents to interact with Tauri applications through screenshots, DOM inspection, and input simulation via the Model Context Protocol. It allows agents to perform actions like clicking, typing, and executing JavaScript within the application's webview context.
qlib-mcp
An MCP server for the Microsoft Qlib quantitative research platform that enables AI agents to perform financial data queries, factor analysis, and strategy backtesting. It supports A-share and US stock markets through Qlib expressions and built-in analytical tools.
g-gremlin-dynamics-mcp
A dedicated MCP server for interacting with Microsoft Dynamics 365 and Dataverse tools via the g-gremlin CLI. It enables users to read, analyze, and perform write operations on Dataverse environments through supported MCP clients.
Slack MCP Server
An MCP server that enables searching for messages and listing channels within a Slack workspace. It provides tools to retrieve channel history and filter messages based on text matching and date ranges.
638Labs MCP Server
Connects MCP clients to the 638Labs registry to discover, route, and auction tasks across diverse AI agents. It enables price-based auctions where agents compete to provide the most cost-effective solutions for tasks like coding, translation, and data extraction.
GOD MODE INTEL MCP Server
A powerful B2B intelligence MCP server offering over 40 tools for prospect discovery, enrichment, competitive analysis, and automated lead generation.
IEEE Xplore MCP Server
Allows users to search and retrieve academic papers, metadata, and citation counts from the IEEE Xplore digital library. It supports full-text search, author-specific queries, and publication tracking through the IEEE Xplore API.
USCardForum MCP Server
A comprehensive MCP server for interacting with USCardForum, allowing discovery of financial topics, user profile research, and authenticated actions like notification management.
Solafon MCP
An MCP server for building AI-powered bots and interacting with Solana wallets on the Solafon platform. It enables users to manage messages, check token balances, and handle transactions through natural language in MCP-compatible AI tools.
g-gremlin-salesforce-mcp
A dedicated Model Context Protocol server that enables AI clients to interact with Salesforce tools for data analysis and management via the g-gremlin CLI. It supports both read-only and write-enabled operations for seamless integration with tools like Claude Desktop and Cursor.
Lumino
About AI/ML-powered diagnostic engine for SRE Observability on Konflux and OpenShift. It uses the Model Context Protocol (MCP) and 40+ tools to analyze logs, metrics, and traces, enabling automated RCA and predictive analysis.
Skill MCP Server
A modular plugin system that allows AI agents to dynamically load and use 'skills' from local folders without code changes or restarts. It enables instant capability extension through script execution, hot reloading, and resource bundling.
FMP MCP Server
Provides financial data from Financial Modeling Prep for AI-assisted investment research, including company profiles, financial statements, and analyst ratings. It features high-level workflow tools for market analysis and atomic tools for deep dives into valuation and institutional ownership.
mcp-server
Generate tailored resumes via AI agents using KlevrCV. Returns a signed PDF download URL.
StratoForce AI Revenue Intelligence
15 AI revenue intelligence tools for Salesforce — pipeline, deals, coaching, competitors.
Supabase MCP Server
A Model Context Protocol server that enables AI tools to interact with Supabase databases, providing tools for reading, creating, updating, and deleting records in Supabase tables.
mcp-server-npm-search
MCP server to search npm packages, view details, compare, check downloads, and inspect dependencies from your IDE
MCP Bluesky Stock Sentiment
Analyzes recent Bluesky posts about stocks and provides sentiment analysis using Cloudflare Workers AI. Searches for stock-related content on Bluesky and returns sentiment summaries with confidence scores and post details.
EVM Blockchain Bridge
MCP (Model Context Protocol) Server. Provides a bridge to Ethereum Virtual Machine (EVM) compatible blockchains, enabling wallet management, blockchain data queries, and DeFi operations like token transfers and swaps through PancakeSwap integration.