AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
robinhood-mcp
An MCP server wrapper that integrates with LLMs like Perplexity to provide portfolio rebalancing recommendations and signal generation using custom analytics.
Fiberflow
A TypeScript-based bridge that connects Claude Desktop to Fiberflow's services using Server-Sent Events (SSE) and a secure secret key.
YTTranscipterMultilingualMCP
A specialized MCP server designed to transcribe YouTube videos into multiple languages using Python-based tooling.
RapidChart MCP Server
RapidChart MCP Server enables developers to generate, update, and manage sophisticated AI-powered diagrams directly from code within Cursor IDE, supporting multiple models like GPT-4 and Claude.
Log Analyzer MCP Server
A local MCP server for intelligent log analysis using FAISS vector search and AWS Bedrock to provide semantic search, error pattern clustering, and AI-powered log summaries.
JetBrains IDE
A Python-based MCP proxy that bridges Large Language Models with JetBrains IDEs to enable intelligent code completion and automated refactoring.
Define-XML MCP Server
A TypeScript MCP server for interacting with CDISC Define-XML 2.0 and 2.1 files, enabling users to load, search, and retrieve clinical data metadata including datasets, variables, and codelists. It supports local file processing with document caching and provides responses in both JSON and Markdown formats.
Crawl4AI MCP Wrapper
Enables web scraping, crawling, and content extraction through Crawl4AI Docker API. Supports markdown extraction, screenshots, PDFs, JavaScript execution, and multi-URL crawling with reliable stdio transport.
Axiom Context
A specialized MCP server that integrates Axiom's context-aware AI capabilities into Zed workflows via a customizable command interface.
Unmarkdown MCP Server
Connects AI assistants to the Unmarkdown API to convert markdown into styled documents for platforms like Google Docs, Word, and Slack. It also enables users to create, manage, and publish documents to shareable public URLs directly within their workspace.
EdgarTools MCP
Enables LLMs to download, parse, and analyze SEC EDGAR filings, including 10-K/Q reports, XBRL financial statements, and insider trading data. It provides structured access to institutional holdings, corporate events, and financial facts for comprehensive investment research.
huoshui-pdf-translator
A specialized MCP server for translating academic papers and technical PDFs while preserving mathematical formulas and original layout structure using PDFMathTranslate-next.
Transport NSW
Integrates with the Transport NSW API to provide real-time public transportation data including stop locations, service alerts, and departure monitoring across rail, bus, and ferry networks.
Memory MCP Server
A specialized MCP server that allows AI agents to maintain long-term context across different sessions by storing and retrieving conversation summaries.
gep-mcp-motor
An entropy-regulated control layer for MCP systems that treats tool execution as motor control governed by entropy dynamics rather than static policies.
haiku-rag
Opinionated agentic RAG powered by LanceDB, Pydantic AI, and Docling
gdb-MCP-Server
A specialized MCP server that enables AI agents to compile and execute C++ code via OnlineGDB, specifically designed for solving competitive programming and data structure problems.
simpliq-server
Simpliq Data Proxy MCP Server - Connects LLMs to SQL Databases via Semantic Mapping
Weather MCP Server
A Model Context Protocol server that enables users to fetch weather forecasts through Cursor AI by using natural language queries.
outlook-mcp
A specialized MCP server for AEC professionals that provides RAG-based semantic search and Vision AI analysis for Outlook emails and technical architectural documents.
RPG Maker MZ MCP Server
A toolset for AI agents to interface with RPG Maker MZ projects, enabling direct manipulation of database assets, maps, and plugins through natural language.
CanvasXpress MCP Server
A specialized MCP server that uses RAG and 132 few-shot examples to convert natural language into precise CanvasXpress data visualization configurations with 93% accuracy.
pymupdf4llm-mcp
An MCP server that exports PDF documents to markdown format optimized for LLM processing.
Slack MCP Server
Enables comprehensive Slack workspace integration through AI assistants, allowing users to manage channels, send messages, upload files, search conversations, and interact with users through natural language commands.
magentaa11y-mcp-remote
Jesse MCP Server
An MCP server that exposes the Jesse algorithmic trading framework's capabilities to LLM agents for backtesting, optimization, and risk analysis. It provides 32 specialized tools for managing trading strategies and performing comprehensive market simulations via the Jesse REST API.
prompts.chat MCP Server
Search and retrieve AI prompts from prompts.chat, the social platform for AI prompts.
coverctl
A specialized MCP server for Go projects that enables AI agents to run test coverage checks, analyze reports, and manage domain-aware coverage policies.
codecov
A Model Context Protocol server for querying Codecov coverage data, supporting line-by-line file reports, commit-level statistics, and repository-wide metrics.
Notes MCP Server
A local note-taking server that provides intelligent management of markdown files through hybrid keyword and AI-powered semantic search. It enables users to create, find, and retrieve notes using advanced indexing, vector embeddings, and a built-in web viewer.