AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Finance Tools
A specialized MCP server that integrates financial data sources like yfinance and FRED with technical analysis libraries to provide real-time market data and economic insights.
Consult LLM
An MCP server that enables AI agents to escalate complex reasoning tasks to high-performance models like o3, Gemini 2.5/3 Pro, and DeepSeek Reasoner with code context and cost tracking.
BNBChain MCP
An MCP server for interacting with BSC, opBNB, and the Greenfield blockchain.
1xn-vmcp
A management platform and proxy server that allows users to compose, customize, and extend multiple MCP servers into a single unified virtual MCP endpoint with no-code configuration.
mcpc
A meta-MCP server and SDK that allows users to compose, fine-tune, and orchestrate multiple MCP tools into sophisticated agentic workflows and multi-agent systems.
AFFiNE
A comprehensive MCP server for integrating with AFFiNE workspaces, enabling full document lifecycle management, real-time WebSocket updates, and CRDT-based collaborate editing.
Todo List
A robust TypeScript-based task management server for Claude Desktop featuring in-memory CRUD operations, Zod validation, and AI-driven productivity insights via the Model Context Protocol.
rag-app-on-aws
A remote MCP server providing real-time web search capabilities via SerpAPI, designed to augment RAG applications with live external data when document-based retrieval is insufficient.
mcp-mermaid-validator
A Model Context Protocol server that validates and renders Mermaid diagrams.
OneCite
A comprehensive citation management toolkit that converts DOIs, arXiv IDs, and paper titles into formatted BibTeX, APA, or MLA references across multiple academic databases.
Claude Memory
MCP (Model Context Protocol) Server. Provides persistent memory capabilities through sentence transformers and vector similarity search, enabling storage and retrieval of conversations, facts, documents, and code snippets across sessions
Kroger
A comprehensive MCP server for Kroger grocery services, enabling AI assistants to search products, manage store locations, and handle shopping carts with local order history tracking.
WolframAlpha LLM
MCP (Model Context Protocol) Server. Integrates with WolframAlpha's LLM API to enable complex mathematical and scientific queries, offering tools for asking questions and getting simplified answers.
gotoHuman
Human-in-the-loop platform - Allow AI agents and automations to send requests for approval to your gotoHuman inbox.
PubMed Search
MCP (Model Context Protocol) Server. Integrates with PubMed to enable natural language querying and analysis of biomedical literature for research and evidence-based decision making.
mcp-kubernetes
A robust bridge between AI assistants and Kubernetes clusters, allowing natural language control over resource management, diagnostics, and deployment operations.
Vibe-Eyes
Enables LLMs to visualize and debug browser-based applications by converting canvas frames into compact SVG representations and collecting real-time console logs and error stack traces.
WordPress Manager
MCP (Model Context Protocol) Server. Enables AI to manage WordPress sites by providing tools for creating and updating posts, managing users, and retrieving content through authenticated API interactions
ntfy-me-mcp
- An ntfy MCP server for sending/fetching ntfy notifications to your self-hosted ntfy server from AI Agents 📤 (supports secure token auth & more - use with npx or docker!)
DeepSRT
MCP (Model Context Protocol) Server. Integrates with DeepSRT's API to generate multi-language video summaries in narrative or bullet-point formats, leveraging content caching and CDN edge delivery for efficient retrieval.
Bitbucket
MCP (Model Context Protocol) Server. Integrates with Bitbucket's API to streamline pull request workflows, enabling efficient code reviews and automated PR management.
mcp-atlassian-server
A comprehensive MCP server connecting AI assistants to Jira and Confluence, enabling task management, documentation editing, and agile workflow automation through both read-only resources and action-oriented tools.
ollama-mcp-bridge
A bridge that adds Model Context Protocol (MCP) tool support to Ollama, allowing any Ollama-compatible client to access local and remote tools through the /api/chat endpoint.
nowledge-mem
A local-first, graph-augmented personal context manager that captures and persists conversation threads and insights across multiple AI platforms like Claude, Cursor, and ChatGPT.
Shell Command
A secure Model Context Protocol server that executes system shell commands within a controlled environment using an explicit allowlist system.
Mowen Notes MCP Server
A comprehensive MCP server for interacting with Mowen Notes, enabling rich text note creation, advanced editing, privacy management, and local/URL-based file uploads.
Tripadvisor
An MCP server that enables LLMs to interact with Tripadvisor API, supporting location data, reviews, and photos through standardized MCP interfaces
mcp-gearbox
A cross-platform desktop GUI application designed to discover, install, and manage Model Context Protocol (MCP) servers across various AI agents like Claude, Cursor, and GitHub Copilot.
mcp-ssh
🔐 SSH MCP Tool - AI-powered SSH management through MCP protocol | 基于MCP协议的SSH工具,为AI提供SSH远程操作能力
mcp-server-synology
A comprehensive MCP server for Synology NAS management that allows AI assistants to perform file operations, manage Download Station tasks, and monitor system status through secure API integration.