AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
wavefront
🔥🔥🔥 Enterprise AI middleware, alternative to unifyapps, n8n, lyzr
gram
A comprehensive MCP platform and framework for creating, hosting, and managing production-quality MCP servers using TypeScript functions or OpenAPI specifications.
utcp-mcp
All-in-one MCP server that can connect your AI agents to any native endpoint, powered by UTCP
yahoo-finance-mcp
A comprehensive MCP server providing real-time and historical financial data from Yahoo Finance, including stock metrics, financial statements, options chains, and analyst recommendations.
persistent-ai-memory
A robust local memory system for LLMs that provides semantic vector search, conversation tracking, and development context persistence across tools like VS Code and LM Studio.
Armor Crypto MCP
A comprehensive MCP server for blockchain integration, supporting wallet management, swaps, DCA, limit orders, and staking primarily on the Solana network.
Apache ECharts
An MCP server for generating interactive Apache ECharts visualizations including PNG, SVG, and JSON formats with optional MinIO storage integration.
EdgeBox
EdgeBox is a local desktop sandbox that empowers AI agents with 'Computer Use' capabilities, providing a secure Docker-based environment for multi-language code execution, shell access, and full GUI automation.
pbi-desktop-mcp-public
A comprehensive MCP server enabling AI assistants to programmatically manage and analyze Power BI Desktop models, including running DAX, managing measures, and optimizing performance.
gistpad-mcp
A comprehensive MCP server for GitHub Gists that enables AI models to manage personal knowledge, daily notes, and reusable prompt templates directly through conversation.
Hugging Face
The official Hugging Face MCP server connects LLMs to the Hugging Face Hub, enabling model and dataset searches, documentation retrieval, and dynamic integration with thousands of Gradio-based AI applications hosted on Spaces.
k8s-mcp-server
A Kubernetes MCP server that enables AI assistants to manage and troubleshoot clusters by executing kubectl, helm, istioctl, and argocd commands in a secure containerized environment.
Tripo 3D
A specialized MCP server that connects AI assistants with Tripo AI and Blender, allowing users to generate 3D assets from natural language descriptions directly within their 3D workflow.
mcp-gsc
A comprehensive MCP server that connects Google Search Console with Claude AI, enabling sophisticated SEO analysis, property management, and performance visualization via natural language.
arXiv Research
An MCP server that enables users to search for scientific papers and retrieve detailed metadata, abstracts, and document links from the arXiv repository.
Bilibili Search
MCP (Model Context Protocol) Server. Enables search across Bilibili's Chinese video platform through a lightweight FastMCP interface that retrieves video content, user information, and other searchable data with optional authentication via session cookies.
IDA Pro
An IDA Pro plugin that exposes a Model Context Protocol server, enabling AI assistants to perform deep binary analysis, disassembly, and decompilation directly within the IDA environment.
claude-historian-mcp
A specialized MCP server that provides searchable access to local Claude Code conversation history, allowing users to retrieve past solutions, file changes, and error resolutions.
aws-finops-mcp-server
A specialized MCP server for AWS Cloud Financial Management that allows users to audit cloud waste, analyze costs, and monitor budgets through natural language queries.
agent-toolkit
A comprehensive toolkit that integrates PayPal's financial services with AI agents, enabling automated management of invoices, payments, subscriptions, disputes, and catalog items.
Python Code Execution
A secure MCP server that executes Python code in a sandboxed Pyodide/Deno environment, providing automatic dependency management and complete isolation from the host system.
mcp-server-siri-shortcuts
A macOS-specific MCP server that allows LLMs to list, open, and execute Siri Shortcuts, including support for passing input parameters and dynamic tool generation for individual shortcuts.
spring-ai-playground
A self-hosted low-code platform for building, testing, and dynamically exposing JavaScript-based tools as MCP services while integrating RAG pipelines and agentic workflows.
Snowflake
A tool-rich MCP server for interacting with Snowflake databases, enabling SQL query execution, schema exploration, and dynamic data insight aggregation.
pctx
pctx acts as an execution layer and unified MCP aggregator that runs tool calls inside a secure Deno sandbox using 'Code Mode' to reduce token usage.
FAL AI Image Generation
MCP (Model Context Protocol) Server. Integrates with FAL AI to generate images from text prompts using models like 'fal-ai/recraft-v3', enabling real-time visual content creation for design and content generation tasks.
axion-planetary-mcp
A comprehensive geospatial AI MCP server that democratizes Earth observation by allowing users to search, process, and analyze satellite imagery (Sentinel, Landsat, NAIP) through natural language.
Nacos MCP Router
This MCP(Model Context Protocol) Server provides tools to search, install, proxy other MCP servers.
cheatengine-mcp-bridge
A specialized MCP server that bridges AI agents to Cheat Engine, enabling automated memory analysis, pointer scanning, and reverse engineering through natural language.
aws-mcp-server
A lightweight MCP server that enables AI assistants to execute AWS CLI commands and access documentation for over 200 AWS services in a secure, containerized environment.