AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Eventbrite MCP Server
A multi-tenant Model Context Protocol server that provides a secure interface to the Eventbrite API using Firebase authentication. It enables structured interaction with Eventbrite tools for event management while maintaining platform-managed credentials.
n8n Manager MCP
MCP server for n8n workflow management -- view, create, sync and manage workflows via AI.
Google Search MCP Server Streamable HTTP
A Model Context Protocol (MCP) server that provides Google Search functionality with StreamableHTTP transport support.
junai Pipeline MCP
Agentic pipeline orchestration MCP server for AI-driven development workflows.
Obsidian MCP Server
Connects to Obsidian vaults via the Local REST API plugin, enabling AI-assisted Zettelkasten workflows including creating atomic notes, searching content, managing links and tags, and performing precise content editing operations.
bazaar-mcp
x402 micropayment-powered developer tools: screenshots, AI analysis, PDFs, code scanning
EzBiz Business Intelligence
AI business intelligence: competitor analysis, web scoring, reviews, market research
MCP Advisor
Browse, search, and discover MCP servers from your AI assistant
Slack MCP Server
Enables AI agents to interact with Slack through 20 specialized tools and resources for managing channels, messages, users, and files. It features built-in rate limit handling, safety controls for message sending, and full support for Slack Block Kit formatting.
RateSpot MCP Server
Provides access to RateSpot.io mortgage rate APIs, enabling AI assistants to fetch real-time mortgage rates, compare loan products, calculate payments, and access comprehensive lending information.
MCP Server Boilerplate
A ready-to-use starter implementation of the Model Context Protocol (MCP) server that enables applications to provide standardized context for LLMs with sample resources, tools, and prompts.
OC Transpo MCP Server
Provides real-time transit data for OC Transpo in Ottawa, including live vehicle positions and trip updates via GTFS-RT feeds. It enables AI agents to monitor arrival delays, schedule changes, and transit telemetry through the Model Context Protocol.
GitHub MCP Server
A Python-based Model Context Protocol server that provides 87 tools for comprehensive interaction with the GitHub API. It enables AI agents to manage repositories, issues, pull requests, workflows, and projects through automated commands.
Frinus MCP Server
An MCP server that provides Claude agents with a comprehensive memory management system for storing and retrieving episodic, semantic, and procedural knowledge. It enables working memory persistence, knowledge graph integration, and interaction stream capture to enhance agent learning and context retrieval.
GitPilot MCP
A lightweight MCP server that enables AI assistants to manage local Git repositories by executing commands like status, add, and commit. It streamlines development workflows by providing repository context and diffs directly to the assistant.
Google Threat Intelligence MCP Server
Enables AI assistants to access Google's Threat Intelligence suite for file analysis, indicator of compromise searches, and reputation checking. It supports both local and cloud-based deployments for investigating campaigns, threat actors, and malware families.
MCPAuthFuncapp
A secure Model Context Protocol backend service built on Azure Functions that provides authenticated access to Microsoft Graph API. It leverages Azure Active Directory and APIM to enable secure tool discovery and user context management through the OAuth On-Behalf-Of flow.
ODEI MCP Server
Provides access to ODEI's constitutional knowledge graph, AI safety guardrails, and EVM smart contract auditing tools. It enables users to query structured domain nodes, validate agent actions, and perform security audits directly through an MCP client.
Oracle Context MCP Server
Provides AI agents with secure, natural-language access to Oracle Cloud Infrastructure through 69 tools covering services like compute, storage, networking, and databases. It features deep IAM integration and supports deployment across platforms like Claude Desktop, Cursor, and OCI Generative AI.
DocketBird MCP Server
Enables searching and downloading court documents, listing cases, and retrieving case details via the DocketBird API. It supports secure OAuth 2.0 authentication for remote access and a standard local mode for personal use.
Scholar MCP
A local MCP server that allows users to search Google Scholar for academic papers by topic, author, and year range without requiring API keys. It utilizes web scraping to provide paginated results for research and academic exploration through natural language.
portfolio-mcp
An MCP server for managing MDX blog posts and project data with built-in Git integration for automated commits and pushes. It enables AI assistants to perform full CRUD operations on portfolio content through a standardized protocol or REST API.
Decision OS MCP
An LLM-native decision tracking system that captures unexpected engineering outcomes as 'pressure events' to build a persistent learning foundation. It enables AI assistants to manage cases, log surprises, and promote recurring insights into global or project-specific knowledge bases.
Latitude MCP Server
Enables AI-native prompt management for Latitude.so with full CRUD operations, version control, file-based workflows, and direct prompt execution with streaming support.
Discourse MCP
A comprehensive MCP server for interacting with Discourse forums, supporting advanced search, topic/post management, chat channels, and administrative tasks via both Admin and User API keys.
Databricks MCP Server App
Deploys the Databricks AI Dev Kit MCP server as a Databricks App, exposing over 80 tools for interacting with workspace services like SQL warehouses, Unity Catalog, and AI/BI dashboards. It enables users to manage and query Databricks resources via natural language in the AI Playground using a Streamable HTTP transport.
Atomic CRM MCP Server
Enables AI agents to securely read and write data to an Atomic CRM instance via SQL queries. It features OAuth 2.1 authentication through Supabase and automatically enforces Row Level Security to protect user data.
Filament MCP Server
Enables AI assistants to build and manage Filament admin panels by providing component references, implementation plans, and official documentation lookups. It supports Laravel's Filament framework versions 4.x and 5.x through specialized tools and prompts.
ContextForge MCP Gateway
A feature-rich gateway and proxy that federates MCP, REST, and gRPC services into a unified endpoint for AI clients. It enables virtualization of legacy APIs as MCP-compliant tools while providing built-in security, rate-limiting, and OpenTelemetry observability.
Remote MCP Server on Cloudflare (Authless)
Enables the deployment of remote Model Context Protocol servers on Cloudflare Workers without requiring authentication. It allows users to integrate custom tools into AI clients like Claude Desktop or the Cloudflare AI Playground via Server-Sent Events.