AI & ML
Embeddings, Vector DBs, and machine learning tools
5,661 servers in this category
Titan Memory
A sophisticated neural memory system for AI that uses a three-tier hierarchical storage (short-term, long-term, and archive) with momentum-based learning to maintain context across conversations.
Ragie
Retrieve context from your Ragie (RAG) knowledge base connected to integrations like Google Drive, Notion, JIRA and more.
Claude-C2
MCP (Model Context Protocol) Server. Command and control framework that enables secure remote system administration through a Python server and PowerShell client, maintaining task tracking in SQLite for efficient execution and reporting.
Gemini API Docs
A documentation-search MCP server that indexes Google Gemini API docs into a local SQLite database, offering full-text search and specific model/capability retrieval for developers.
Fabric Real-Time Intelligence MCP
Official Microsoft Fabric RTI server to accelerate working with Eventhouse, Azure Data Explorer(Kusto), Eventstreams and other RTI items using your favorite LLM models.
DeepL
Translate or rewrite text with DeepL's very own AI models using the DeepL API
JADX Android Decompiler
A bridge between Jadx and MCP that allows AI models to interactively decompile, search, and navigate Android application source code in real-time.
action_mcp
A Ruby on Rails engine that provides full Model Context Protocol (MCP) server capabilities, allowing Rails apps to expose tools, prompts, and resources to AI models with native database and session support.
flexible-graphrag
A versatile GraphRAG MCP server that integrates with 13 data sources and multiple vector/graph databases to provide hybrid search and AI-powered document intelligence.
nextcloud-mcp-server
A comprehensive MCP server providing deep integration with Nextcloud apps including Files, Notes, Calendar, Deck, and Contacts, enabling natural language interactions and semantic search via AI assistants.
Browser MCP
A browser-integrated MCP server that allows AI models to interact directly with the user's active browser, enabling web page content retrieval, CSS modification, and history searches.
Ahrefs
The Ahrefs MCP server integrates SEO data into AI assistants, enabling rank tracking, keyword research, and competitor analysis using Ahrefs' API v3.
Deep Web Research
A sophisticated web research server that enables deep content analysis through automated multi-step search queuing, TF-IDF relevance scoring, and markdown extraction using Playwright.
OpenAI GPT Image
OpenAI GPT image generation/editing MCP server.
Blender MCP
A Blender MCP server that enables real-time interaction with Blender via JSON commands over a TCP socket, allowing LLMs to control 3D scenes using natural language.
mcp-server-llamacloud
A TypeScript-based MCP server that connects to LlamaCloud managed indexes, dynamically creating search tools for each configured index to allow for RAG-based information retrieval.
Markdown Library
MCP (Model Context Protocol) Server. Indexes and serves Markdown knowledge bases with specialized tools for tag-based navigation, text search, and content retrieval across large document collections.
CrowdStrike Falcon
Connects AI agents with the CrowdStrike Falcon platform for intelligent security analysis, providing programmatic access to detections, incidents, behaviors, threat intelligence, hosts, vulnerabilities, and identity protection capabilities.
Replicate Flux
An image generation MCP server that integrates with Replicate to provide high-quality raster images via Flux Schnell and vector graphics via Recraft V3 SVG.
Algolia Node.js MCP
A Node.js based MCP server for interacting with Algolia APIs, enabling natural language search, index management, and performance analysis through AI assistants.
Polymcp
PolyMCP is a universal toolkit for creating and orchestrating MCP servers, supporting Python and TypeScript implementations with features like Docker sandboxing, WASM compilation, and intelligent tool selection.
sparql-llm
A specialized MCP server designed to assist LLMs in generating and executing accurate SPARQL queries for biological knowledge graphs using RAG and metadata validation.
Splunk
A Python-based MCP server that integrates with Splunk Enterprise/Cloud to enable natural language searches, index management, and KV store operations via SSE, API, or STDIO interfaces.
ThingsBoard
The ThingsBoard MCP Server provides a natural language interface for LLMs and AI agents to interact with your ThingsBoard IoT platform.
mcp-cli
Universal command-line client for MCP. Supports persistent sessions, stdio/HTTP, OAuth 2.1, JSON output for scripting and code mode, proxy for AI sandboxes, and more.
Xueqiu (Chinese Stock Market)
A Model Context Protocol server that integrates with the Xueqiu financial platform via pysnowball, providing real-time Chinese stock market data, fund information, and market indices to AI assistants.
mcp-memory-keeper
A comprehensive persistent context management server for Claude AI, enabling session preservation, checkpointing, and knowledge graph extraction to prevent context loss during long coding sessions.
schedcp
A Linux kernel scheduler management framework that uses the sched-ext framework to allow AI agents to profile workloads and automatically synthesize or optimize eBPF schedulers.
SerpApi Google Search
An MCP server that provides access to SerpApi's comprehensive search engine results, enabling structured data extraction from Google, Bing, and other major platforms including specialized data like weather and stocks.
Octagon Deep Research
A professional-grade deep research MCP server that integrates with Octagon AI to provide high-speed, multi-source data aggregation, academic synthesis, and market intelligence without rate limits.