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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

LaTeX MathML

4

MCP (Model Context Protocol) Server. Converts LaTeX mathematical expressions to MathML using MathJax-node, enabling seamless mathematical notation translation for scientific and technical documentation.

1 tool

Zen MCP

4

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.

16 tools

Telegram

4

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.

60 tools

Strava

4

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.

4 tools

FEP (Fediverse Enhancement Proposals)

4

A tool for accessing and searching Fediverse Enhancement Proposals (FEPs), bypassing repository bot-protections to allow AI assistants to read standardization documents.

4 tools

DreamFactory

4

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)

4

MCP (Model Context Protocol) Server. Extracts and transforms webpage content into clean, LLM-optimized Markdown by removing non-essential elements while preserving key metadata.

1 tool

Fan Out Query Analyser

4

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).

1 tool

Maven Indexer

4

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.

5 tools

ADC Enterprise Orchestration

4

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.

1 tool

Perplexity Search

4

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.

1 tool

mcp-fusion

4

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

4

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.

3 tools

Wahoo MCP Server

4

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.

9 tools

@tekmidian/coogle

Needs Setup
4

Coogle — Google Workspace MCP multiplexer for Claude Code. One persistent daemon, no credential conflicts across multiple sessions.

Figma

4

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.

18 tools

PipeCD Docs MCP Server

4

A documentation-focused MCP server that enables full-text search and retrieval of official PipeCD documentation directly from its GitHub source.

2 tools

yfinance MCP Server

4

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.

2 tools

Together AI Image Generation

4

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.

1 tool

Postal

4

A persistent, SQLite-backed mailbox system that enables asynchronous message passing and coordination between different AI agents via a shared HTTP-based queue.

4 tools

Universal Crypto MCP

4

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.

247 tools

ClickUp

4

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.

24 tools

MCP-Insomnia

4

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.

23 tools

PubChem MCP Server

4

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.

4 tools

Log Reader MCP

4

An MCP server that allows AI assistants to read, filter, and analyze structured JSON application logs directly within development environments like Cursor.

1 tool

File Control

4

A comprehensive filesystem MCP server that provides advanced directory analysis, regex-based file editing, Git integration, and atomic batch operations with rollback support.

13 tools

Current Time

4

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.

1 tool

X.com

4

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

4

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

4

A Medusa.js documentation MCP server that provides local access to framework docs through fuzzy search, semantic matching, and section retrieval for streamlined development.