Discover Awesome MCP Servers

MCP Memory

Persistent memory server for AI assistants with semantic search and three-layer context (global, project, personality). Works with MCP-compatible AI tools like Claude Code, Cursor, Continue, Cline, and more.

Text to Speech MCP Server

Enables agents to convert text to speech using OpenAI's TTS models with voice selection, delivery instructions, and queue-based audio playback. Supports both blocking and non-blocking modes for flexible audio generation and playback control.

Alpha Vantage MCP Server

Provides access to Alpha Vantage stock price data (OHLCV) and financial news with sentiment analysis through MongoDB storage, automatically fetching missing data from the API when needed.

Hyperliquid MCP Server v5

A standalone Model Context Protocol server for Hyperliquid with integrated dashboard

vizro-mcp

vizro-mcp

Smart Code Search MCP Server

Enables semantic code search across projects using AI embeddings to find code by meaning rather than just text matching. Provides fast intelligent search, symbol analysis, and code similarity detection with multi-language support.

gq-insight-mcp

Enables semantic search and grounded answering over customer-research interviews, with every answer traceable to source quotes.

MCP Streamable HTTP Server

A Python-based MCP server that exposes tools over streamable HTTP using FastAPI, enabling connection to AI assistants like Cursor. Supports multiple servers mounted in a single FastAPI app.

iddaa-mcp

MCP server that provides structured access to real-time sportsbook data from iddaa, including live events, competitions, and league fixtures with strategy analysis. Designed for AI agents and automation workflows.

MCP Server Framework

A general-purpose MCP server that provides utility tools for echo, date/time, and file operations within Claude Code and Claude Desktop. It functions as an extensible framework designed to help developers easily build and register custom Python-based tools.

mcp-agent

explorando servidores MCP e agentes de IA

GoHighLevel MCP Server

Enables AI assistants to directly interact with the entire GoHighLevel CRM via 563+ tools across 44 categories, allowing natural language control for contacts, messaging, opportunities, calendars, and more.

cdli-mcp

Iniciativa da Biblioteca Digital Cuneiforme Servidor MCP

Changerawr MCP Server

A Model Context Protocol server that enables AI assistants like Claude to manage changelogs, projects, and content through natural language interactions with Changerawr instances.

Unsplash MCP Server

Enables searching and downloading photos from Unsplash via the Unsplash API, with support for pagination, orientation filtering, and multiple resolutions.

Jira MCP Server

Provides AI models with full access to Jira Cloud functionality, enabling issue management, project tracking, sprint planning, and agile board operations through the Jira REST API v3 and Agile API 1.0.

vantage-mcp-server

vantage-mcp-server

Claude Memory MCP Server

Enterprise-grade MCP server for persistent, intelligent memory management across Claude Code sessions.

WormBase MCP Server

Enables querying the WormBase database for C. elegans and nematode genomics data, including gene information, protein sequences, phenotypes, interactions, and expression patterns through natural language.

Azure Data Lake Storage MCP Server by CData

Azure Data Lake Storage MCP Server by CData

BumpGuard

BumpGuard is an MCP server that tells your AI coding agent exactly which lines of your code break when you upgrade a dependency, and verifies AI-written code against the actually installed API.

ghl-mcp

MCP server for GoHighLevel API v2 that provides 50+ tools for CRM, billing, marketing, and operations workflows, enabling natural language interaction with contacts, opportunities, conversations, and more.

harvest-mcp-server

MCP server for Harvest time tracking. Manage time entries, start/stop timers, handle projects, clients, tasks, and generate time and expense reports via the Harvest API v2.

searxng-mcp

Privacy-focused web search MCP server using SearXNG with Streamable HTTP transport, supporting authentication and advanced search parameters.

GEDCOM MCP Server

Enables AI agents to create, edit, and query genealogical data from GEDCOM files. Supports complex genealogy searches, automatic data enrichment from web sources, relationship analysis, and biography generation for individuals and families.

GDAL MCP

An MCP server providing geospatial analysis tools for raster and vector data, integrated with a reflection system that requires AI agents to justify their methodological decisions. It enables accurate mapping and spatial operations by ensuring reasoned choices for coordinate systems, resampling, and data transformations.

js-reverse-mcp

Chrome browser JS reverse engineering MCP tool for CTF/Web security, enabling dynamic analysis and restoration of login encryption logic.

civarium-mcp

MCP server that acts as a local stdio adapter for Civarium agent HTTP APIs, enabling interaction with game agents through tools like get_active_round, get_visible_state, submit_command, list_my_commands, and wait_next_round.

Insurance Claims MCP RAG Agent

Provides retrieval-augmented generation for insurance claims, enabling search, clause retrieval, and governed tool-calling over policy documents using local LLM (Ollama).

Google Search Console MCP Intel Engine

Transforms raw Google Search Console signals into actionable marketing insights, such as detecting cannibalization, segmenting search intent, and identifying citation opportunities, for any MCP-compliant AI agent.