AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
mcp-game-server
A synthwave-themed maze-crawling adventure platform that allows users to create and play AI-generated games directly through MCP-compatible agents.
PyVista MCP Server
A 3D visualization server that integrates PyVista to generate and export interactive HTML-based geometric grids containing shapes like cylinders and spheres.
eBird MCP Server
The eBird MCP Server integrates eBird's extensive ornithological database into Claude, allowing users to query bird observations, rare sightings, hotspots, and taxonomy through natural language.
plotnine-mcp
MCP server bringing ggplot2's grammar of graphics to Python via plotnine. Create publication-quality statistical visualizations through natural language with AI assisted IDEs like Claude-Code, Cursor and VSCode
Litmus.io
Official MCP server for configuring Litmus Edge for Industrial Data Collection, Edge Analytics & Industrial AI.
Flux Schnell
MCP (Model Context Protocol) Server. Generates images using the Flux Schnell model via a Cloudflare worker API, providing a streamlined text-to-image generation service with robust error handling and environment variable configuration.
Jira
MCP (Model Context Protocol) Server. Provides a TypeScript-based integration with Jira, enabling direct interaction with tickets through standardized tools for developers and project managers to streamline their workflow.
ImgMCP
MCP (Model Context Protocol) Server. Unified multimedia AI server providing access to image, audio, and video generation models from OpenAI, Stability AI, and Replicate with pay-as-you-use credits, curated style prompts, and workflow automation features like background removal.
Investment Portfolio Manager
MCP (Model Context Protocol) Server. Reads in JSON-formatted Investment portfolio and performs web searches and stock price searches to provide meaningful evaluations and recommendations.
Filesystem
MCP (Model Context Protocol) Server. Provides a robust filesystem server enabling precise file system interactions like reading, writing, creating directories, moving files, and retrieving file metadata through TypeScript-based tools with detailed error handling.
Bing Webmaster Tools
MCP (Model Context Protocol) Server. Integrates with Bing Webmaster Tools API to enable complete site management, URL submission, traffic analysis, crawling, keyword research, and content management through natural language interactions.
local-mcp-gateway
A centralized gateway and control plane that aggregates multiple MCP servers into curated profiles with built-in security, observability, and a web UI.
SEC EDGAR
A Dart-based MCP server that retrieves company metadata, historical financial statements, and full-text SEC filings from the EDGAR database for investment research and sentiment analysis.
Document Generator
A comprehensive document generation server that enables creating DOCX and PDF files through both immediate single-call templates and incremental session-based building workflows.
QuickBooks MCP Server
A secure, local-first MCP server that connects Claude Desktop to the QuickBooks API, allowing users to manage accounts, bills, and customers via natural language.
DocBase
MCP (Model Context Protocol) Server. Connects AI systems to DocBase document management platform for searching, retrieving, creating, and updating posts through a clean Go-based API requiring minimal configuration.
SNS DAO
MCP (Model Context Protocol) Server. Integrates with Service Nervous System DAOs on the Internet Computer blockchain to enable proposal listing, neuron management, and vote execution for governance activities
Deno KV
MCP (Model Context Protocol) Server. Provides persistent key-value storage operations through Deno KV, enabling simple data persistence between sessions without complex database setup.
Google Search
MCP (Model Context Protocol) Server. Integrates Google Search capabilities with web content extraction and screenshot functionality, enabling robust search, filtering, and data collection while avoiding bot detection.
Obsidian
A highly comprehensive MCP server that integrates AI coding assistants with Obsidian vaults, featuring 121 tools for canvas management, dataview queries, graph analysis, and structured note automation.
RootData
MCP (Model Context Protocol) Server. Provides a bridge to the RootData API for searching and retrieving detailed information about blockchain projects, venture capital organizations, and industry professionals for crypto research and investment analysis.
Tongyi Wanx
MCP (Model Context Protocol) Server. Enables image generation through Alibaba's Tongyi Wanx API, handling authentication, communication, and response formatting for applications requiring AI-generated visuals.
Excel Bridge
MCP (Model Context Protocol) Server. Bridges AI with Excel files, enabling reading from and writing to spreadsheets through standardized operations for data analysis, reporting, and document generation workflows.
Deckbuilder
A professional presentation generation server that creates PowerPoint decks from Markdown or JSON with smart layout selection and automatic image processing.
Shell Command
MCP (Model Context Protocol) Server. Provides a secure Docker container environment for executing shell commands with Kubernetes tools, enabling isolated DevOps workflows and infrastructure management tasks.
AI Meta Tool Creator
MCP (Model Context Protocol) Server. Enables AI to dynamically create, execute, and manage custom tools in a secure sandbox environment for JavaScript, Python, or shell code with persistent storage capabilities.
Perplexity
MCP (Model Context Protocol) Server. Integrates with Perplexity's API to enable real-time web searches for up-to-date information retrieval and context-aware responses.
Olostep
Search, scrape and crawl content from web. Real-time results in clean markdown.
obsidian-mcp-server
A comprehensive MCP server for Obsidian vault management that enables AI assistants to perform deep CRUD operations, search, manage tags, and handle complex markdown structures like headings and frontmatter.
Memory Plugin (SQLite)
MCP (Model Context Protocol) Server. Provides SQLite-based persistent memory storage for maintaining context across conversations, enabling long-term recall and knowledge management.