AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
LaTeX MathML
MCP (Model Context Protocol) Server. Converts LaTeX mathematical expressions to MathML using MathJax-node, enabling seamless mathematical notation translation for scientific and technical documentation.
Zen MCP
A powerful orchestration server that enables cross-model collaboration, allowing agents like Claude to delegate subtasks to Gemini, OpenAI, and local models while maintaining conversation context and session history.
Telegram
A comprehensive Telegram automation platform featuring over 123 tools for account management, messaging, group administration, and AI-powered content optimization with a dedicated Web Dashboard.
Strava
MCP (Model Context Protocol) Server. Integrates with Strava API to provide direct access to athlete activities, detailed performance metrics, segment data, and leaderboards for training analysis and progress tracking.
FEP (Fediverse Enhancement Proposals)
A tool for accessing and searching Fediverse Enhancement Proposals (FEPs), bypassing repository bot-protections to allow AI assistants to read standardization documents.
DreamFactory
MCP (Model Context Protocol) Server. Enables AI to interact with databases through DreamFactory's REST API, providing secure, structured access to schemas, data, and stored procedures without direct credential exposure.
Readability (Fetch & Parse)
MCP (Model Context Protocol) Server. Extracts and transforms webpage content into clean, LLM-optimized Markdown by removing non-essential elements while preserving key metadata.
Fan Out Query Analyser
A specialized SEO and content analysis tool that uses Google-patented fan-out methodologies to identify gaps between user queries and existing content for generative engine optimization (GEO).
Maven Indexer
An MCP server that indexes local Maven and Gradle repositories, enabling AI agents to perform semantic searches, extract method signatures, and decompile source code from Java dependencies.
ADC Enterprise Orchestration
An enterprise-grade orchestration system that implements the Model Context Protocol to route queries between specialized servers for text analysis, code review, sentiment analysis, and knowledge management.
Perplexity Search
MCP (Model Context Protocol) Server. Integrates with Perplexity AI search API to enable real-time web searches with customizable parameters for recency filtering, domain-specific queries, and citation support.
mcp-fusion
Reduce MCP tool count by 10-100x. TypeScript framework that groups related operations behind discriminators, with automatic schema generation, type-safe validation, token-optimized descriptions, and hierarchical grouping for enterprise-scale APIs.
Gemini Data Analysis & Research
MCP (Model Context Protocol) Server. Bridges to Google's Gemini model for data analysis, email communication, and reasoning process generation with tools for Excel/CSV processing, statistical visualization, and AI-generated content.
Wahoo MCP Server
An MCP server for the Wahoo Cloud API that allows users to manage and retrieve fitness data including workouts, routes, training plans, and power zones using OAuth 2.0.
@tekmidian/coogle
Coogle — Google Workspace MCP multiplexer for Claude Code. One persistent daemon, no credential conflicts across multiple sessions.
Figma
MCP (Model Context Protocol) Server. Integrates with the Figma API to enable design file operations, comment management, and access to design assets for AI-driven analysis and collaboration.
PipeCD Docs MCP Server
A documentation-focused MCP server that enables full-text search and retrieval of official PipeCD documentation directly from its GitHub source.
yfinance MCP Server
A specialized MCP server that provides real-time financial data, enabling LLMs to fetch current prices and latest news for stocks and cryptocurrencies via the yfinance API.
Together AI Image Generation
MCP (Model Context Protocol) Server. Integrates with Together AI's API to enable text-to-image generation, offering tools for creating visual content based on text prompts.
Postal
A persistent, SQLite-backed mailbox system that enables asynchronous message passing and coordination between different AI agents via a shared HTTP-based queue.
Universal Crypto MCP
A comprehensive Universal Model Context Protocol server for EVM-compatible blockchains, enabling AI agents to perform token swaps, cross-chain bridging, staking, lending, security audits, and market analysis through natural language.
ClickUp
A comprehensive MCP server for ClickUp offering 170+ tools for managing tasks, docs, and workflows with AI-powered efficiency suggestions and full GitHub Flavored Markdown support.
MCP-Insomnia
MCP-Insomnia allows AI agents to manage API collections, execute requests, and synchronize data directly with the Insomnia REST client. It supports importing from OpenAPI, Postman, and cURL, and provides deep integration with local Insomnia databases.
PubChem MCP Server
A specialized MCP server that connects AI assistants to the PubChem database, enabling programmatic search and retrieval of molecular structures, chemical properties, and compound identifiers.
Log Reader MCP
An MCP server that allows AI assistants to read, filter, and analyze structured JSON application logs directly within development environments like Cursor.
File Control
A comprehensive filesystem MCP server that provides advanced directory analysis, regex-based file editing, Git integration, and atomic batch operations with rollback support.
Current Time
MCP (Model Context Protocol) Server. Provides AI systems with current time information across different timezones through a simple tool that accepts location parameters and returns formatted time data.
X.com
MCP (Model Context Protocol) Server. Integrates with X.com's API v2 through OAuth 2.0 authentication to provide complete post management capabilities including creation, deletion, search, timelines, retweets, likes, bookmarks, and engagement tracking for social media automation and content analysis workflows.
Qdrant RAG MCP Server
A context-aware RAG server for codebases using Qdrant vector database, featuring hybrid semantic search, AST-based chunking, and deep integration with GitHub issues and Projects V2.
Medusa.js Documentation
A Medusa.js documentation MCP server that provides local access to framework docs through fuzzy search, semantic matching, and section retrieval for streamlined development.