Browse 26,203 community-built MCP servers
A comprehensive MCP server for interacting with Redash, allowing AI assistants to manage queries and dashboards, execute data analysis, and retrieve visualizations.
The Dremio MCP server enables Large Language Models to interact with Dremio for data pattern discovery, workload analysis, and system introspection via specialized modes.
Provides LLMs with essential random generation abilities, built entirely on Python's standard library.
MCP (Model Context Protocol) Server. Integrates with Stripe's payment processing API to enable transaction processing, customer management, and subscription handling for financial applications.
A Go-based MCP server that wraps the OpenAI Codex CLI, enabling AI agents like Claude or Gemini to perform advanced code generation, debugging, and analysis through a structured tool interface.
A TypeScript-based MCP server that manages structured markdown 'Memory Banks' to maintain persistent project context, decision logs, and progress across multiple AI chat sessions.
A sophisticated reasoning framework offering 38 specialized operations from mental models to high-stakes debugging protocols and interactive notebooks.
A headless IDA Pro MCP server that enables AI-powered reverse engineering, allowing agents to analyze binaries, disassemble code, and decompile functions directly through IDA.
MCP (Model Context Protocol) Server. Enables fine-grained control over Chrome browser instances through the Chrome DevTools Protocol, allowing web navigation, element interaction, text input, and content extraction with automatic handling of dynamic content.
MCP (Model Context Protocol) Server. Integrates with Home Assistant to enable control and monitoring of smart home devices via API calls for tasks like adjusting lighting, managing climate, and retrieving sensor data.
MCP (Model Context Protocol) Server. Integrates with Trello API to enable natural language management of boards, lists, and cards for streamlined project organization and task tracking without context switching.
MCP (Model Context Protocol) Server. Integrates with Serper API to provide web search capabilities through standard Google search and Deep Research tools that break complex queries into sub-queries, gather information from multiple sources, and synthesize findings with citations.
MCP (Model Context Protocol) Server. Enables conversational exploration and analysis of RDF Knowledge Graphs through SPARQL queries, full-text search, and visualization tools in both local file and endpoint modes.
A Model Context Protocol server for Active Directory that allows managing users, groups, and computer objects through natural language queries and secure LDAP operations.
A robust MCP server for Databricks that enables assistants to manage clusters, jobs, and notebooks, perform DBFS file operations, and execute SQL queries using Unity Catalog.
A comprehensive Model Context Protocol server for Zendesk that enables AI agents to manage support tickets, interact with comments, and access Help Center articles.
Integrates Recraft AI's powerful image generation API to enable creation, editing, and enhancement of raster and vector images directly within MCP clients.
A specialized MCP server for web accessibility testing that leverages axe-core and Puppeteer to audit URLs and HTML snippets for WCAG compliance. It provides detailed violation reports, color contrast analysis, and ARIA validation to help developers ensure their web content is accessible.
A specialized git interface for ShadowGit that allows AI assistants to analyze fine-grained commit history and manage development sessions through a structured commit workflow.
- An MCP server for HackMD, a collaborative markdown editor. It allows users to create, read, and update documents in HackMD using the Model Context Protocol.
A Google Flights MCP server that enables AI assistants to search for flights and find the cheapest travel dates using direct API interaction.
An MCP server that bridges AI assistants like GitHub Copilot and Claude to the Calva Clojure REPL, enabling interactive code evaluation and structural editing.
An MCP server for deep analysis of Go performance profiles, enabling AI agents to diagnose CPU bottlenecks, memory leaks, and concurrency issues through structured data and flame graphs.
A robust MATLAB integration for MCP clients that enables executing code, managing workspace variables, exporting figures, and accessing documentation through a persistent session.
A learning resource and development framework for building MCP (Model Context Protocol) servers, featuring tutorials on integration with services like OpenWeather and SiliconFlow.
An MCP server that enables LLMs to explore and understand unfamiliar TypeScript APIs by querying TypeDoc-generated documentation for symbols, types, and hierarchies.
Regression testing for AI agents. Golden baselines, CI/CD, LangGraph, CrewAI, OpenAI, Claude.
MCP (Model Context Protocol) Server. Fetches and returns Rust crate documentation from docs.rs, providing essential context for working with Rust code.
MCP (Model Context Protocol) Server. Downloads and processes Markdown content from URLs, enabling tasks like content aggregation, documentation management, and text analysis.
An MCP server that delivers cryptocurrency sentiment analysis to AI agents.