Discover Awesome MCP Servers

Yaps MCP

Provides controlled, read-only or write-enabled access to a private local Yaps Markdown vault, enabling AI clients to search, read, and manage notes securely.

PromptThrift MCP

Enables 70-90% LLM API cost reduction by compressing conversation history via local Gemma 4 models or heuristics, featuring token counting, model routing, and pinned facts for preserving critical context.

Microsoft SQL Server MCP

Enables interaction with Microsoft SQL Server databases through T-SQL query execution, table exploration, and schema inspection. Supports configurable write protection and row limiting for safe database operations.

Lara Translate MCP Server

Un servidor MCP que proporciona capacidades de traducción automática a través de la API Lara Translate, con detección de idiomas y traducciones sensibles al contexto entre numerosos pares de idiomas.

Unstructured API Server

Una implementación de servidor MCP que permite la interacción con la API de Unstructured, proporcionando herramientas para listar, crear, actualizar y administrar fuentes, destinos y flujos de trabajo.

Semantic Context MCP

Enables AI assistants to save, load, and search conversation context with AI-powered summarization and auto-tagging. Demonstrates semantic intent patterns and hexagonal architecture for maintainable AI-assisted development.

RAGmonsters Custom PostgreSQL MCP Server

A domain-specific MCP server that provides optimized API access to the RAGmonsters fictional monster dataset, enabling more efficient and secure interactions compared to generic SQL queries.

Streamable HTTP Python MCP Server Template

A starter template for building MCP servers in Python using the streamable HTTP transport protocol. Provides a foundation with the MCP Python SDK and example configuration to quickly develop custom MCP servers.

CloudPulse MCP Server

Cross-cloud observability for AI agents. Discover resources, correlate logs, and diagnose infrastructure issues across AWS, GCP, Vercel, and Cloudflare — without leaving your editor.

surge-mcp-server

Enables natural language control of Surge proxy, including toggling features, managing policies, requests, DNS, and device settings via the Surge HTTP API.

codedev-mcp

A universal code development MCP server that provides 33 tools for searching, analyzing, and navigating codebases across 40+ languages, with features like semantic search, security scanning, and dependency analysis, all without requiring any API keys.

WeChat MCP Server

Enables automation of WeChat on macOS through the Accessibility API, allowing LLMs to fetch recent messages from contacts and send replies based on conversation history.

tabular-mcp

tabular-mcp

Bauplan MCP Server

Enables AI assistants to interact with Bauplan lakehouse operations, including querying tables, schema inspection, branch management, and pipeline execution.

outris-mcp

Enables querying any API with natural language via Claude Desktop by connecting to the Outris API Orchestrator.

matrix-nio-mcp

A Model Context Protocol server for Matrix that gives AI assistants read/write access to Matrix rooms, semantic search over message history, and real-time message notifications.

deixis

A visual surface for terminal Claude Code that provides a persistent dashboard the agent curates itself, per-session telemetry with cost, and a menu bar glyph for status.

touchstone-mcp

Local MCP server that signs and records agent actions into a tamper-evident log using Ed25519 keys for frictionless integration with Touchstone.

Cleyrop MCP

MCP server to interact with Cleyrop work data: browse, search, read file content, and manage files/folders.

Code Execution MCP

Enables efficient AI agent operations through sandboxed Python code execution with progressive tool discovery, PII tokenization, and skills persistence, achieving up to 98.7% token reduction by processing data in a sandbox rather than in context.

CentauriMCP

Enables safe, controlled remote operation of the Elegoo Centauri Carbon 3D printer with real-time monitoring, file management, and print control via the SDCP protocol.

reelier

Record an agent's MCP tool-call workflow once, replay it deterministically for zero tokens, and get a receipt — a snapshot-testing and deterministic-execution layer for Agent Skills.

Database MCP Server

Enables AI assistants to safely query and explore SQL Server and PostgreSQL databases with read-only access, supporting schema discovery, relationship exploration, and query execution.

ChromaDB MCP Server

Enables GitHub Copilot to query local ChromaDB instances to retrieve relevant documents and context for AI conversations. It allows users to search vector collections using natural language tools directly within VS Code.

Meta Cloud API MCP Server

Enables Claude to manage WhatsApp templates, flows, and send messages through the WhatsApp Cloud API.

Community Research MCP

Searches real developer solutions from Stack Overflow, Reddit, GitHub issues, and forums to find battle-tested fixes and workarounds for specific programming problems. Bypasses AI guessing by finding actual community discussions where developers have already solved your exact issue.

Polymarket MCP Server

Enables AI agents to interact with the Polymarket prediction market platform to discover markets, analyze real-time pricing, and monitor public portfolio data. It provides comprehensive access to market analytics, implied probabilities, and order books through the Model Context Protocol.

Google Analytics MCP Server

Enables LLM applications to query Google Analytics 4 data through standard MCP interfaces, supporting real-time data, custom reports, and metadata discovery.

CookUnity MCP

MCP server for CookUnity meal delivery service. Browse menus, manage carts, confirm orders, skip/unskip deliveries, and view order history.

BuyICT MCP Server

Provides access to Australian Government ICT procurement opportunities from BuyICT, enabling users to search contracts across multiple marketplaces, view detailed opportunity information, and explore available procurement channels.