Discover Awesome MCP Servers

Headless Codebase Indexer

A minimalist indexing tool that provides AI agents with semantic search and structural AST parsing for deep codebase understanding. It enables autonomous agents to navigate large codebases predictably using vector embeddings and native language server capabilities like definition and reference tracking.

pocketbase-mcp

Remote MCP server that connects any MCP client to a PocketBase instance over stateless HTTP, enabling CRUD operations on collections, records, backups, and app settings.

Monotype MCP Server

Enables integration with Monotype API for managing company users, teams, and roles through natural language commands with an Ollama-powered backend and React chat interface.

mcp-bookmark

Enables AI assistants to save and search bookmarks with semantic search using OpenAI, allowing storage of URLs with metadata and intelligent retrieval across collections.

Joplin MCP Server

MCP server that provides standardized tools for querying and retrieving notes from Joplin personal knowledge manager through its API, enabling AI assistants to access and reference personal notes contextually.

strudel-mcp

Provides Strudel reference documentation as MCP tools for AI coding assistants, enabling function lookup, search, and syntax reference.

Databricks MCP Server

Enables AI assistants to interact with the Databricks platform through 263 tools and 8 prompt templates, covering Unity Catalog, SQL, Compute, Jobs, Pipelines, and more.

story-mcp

Enables writers and researchers to manage large Markdown documents with AI-powered tools, including version history, semantic search, and context management.

Remote MCP Server

A Cloudflare Workers-based server implementing the Model Context Protocol (MCP) that allows AI models to access custom tools without requiring authentication.

vicsee-mcp-server

Enables AI agents to generate, edit, and upscale videos and images using VicSee's API, with support for multiple models and asynchronous task polling.

Patient Data MCP Server

Enables querying a synthetic patient dataset with tools to look up patients by ID, age, disease, name, and get statistics, connecting Claude Desktop to local data.

OpenAI Assistant MCP Server

Enables interaction with OpenAI's Chat Completion and Assistants APIs, supporting assistant management, file operations, and direct queries to GPT models through standardized MCP tools.

Oura MCP

Local-first MCP server that connects AI agents to your Oura Ring readiness, sleep, activity, and HRV data. Tokens never leave your machine.

tscircuit MCP Server

Provides Claude with access to the tscircuit electronics component registry, enabling search, browsing, and analysis of electronic components and circuit packages from the tscircuit ecosystem.

video-vision-mcp

An MCP server enabling Claude Code to analyze any video (local file, URL, or Jira ticket attachment) by extracting frame images and audio transcripts, or using Gemini for native video analysis.

Codex Pets

Public read-only registry for Codex-compatible animated companion packs. Search approved pets, fetch install instructions, generate badges and embed cards, and discover the pet request flow via Streamable HTTP MCP.

MCP Demo 1 - Hello World

A simple Model Context Protocol server demonstration that provides SSE streaming communication and basic message handling with a Hello World example.

finviet-confluence-mcp

An MCP server that enables AI agents to read Confluence page content by URL, supporting self-hosted Confluence with basic auth.

Gurddy MCP Server

Enables solving Constraint Satisfaction Problems (CSP) like N-Queens, graph coloring, and Sudoku, as well as Linear Programming optimization problems through both MCP tools and HTTP API endpoints.

redis-mcp-server

Enables AI to safely view and operate Redis databases with read-only mode by default and support for key operations.

SpotifyMCP

Enables creating and searching Spotify playlists through natural language using the Model Context Protocol.

MCP Jira

Model Context Protocol server that allows AI assistants to interact with Jira, supporting operations like creating tickets and fetching project information directly from the cursor.

spendlog

Cost and expense tracking for solo entrepreneurs, with local-first SQLite storage, natural language interaction, invoicing, budgets, and multi-project tracking, all inside Claude Code.

1C via COM MCP Server

Enables querying and interacting with 1C:Enterprise databases via COM connection without modifying the database.

newsapi-mcp

A Model Context Protocol (MCP) server that provides real-time news intelligence using NewsAPI.ai. This server enables LLMs to search articles, track events, and analyze news through natural conversation.

@focus-mcp/cli

MCP orchestrator that loads modular bricks on demand, reducing AI agent context usage by ~65%.

MCP Google Vertex AI Server

Enables AI image and video generation using Google Vertex AI's Imagen and Veo models, with support for configurable parameters and local storage.

Dexcom MCP Server

A Model Context Protocol (MCP) server that connects Claude to your personal Dexcom CGM (Continuous Glucose Monitor) for assistive diabetes management intelligence.

MCP File Analyzer

An MCP server that enables the analysis of CSV and Parquet files by providing tools for statistical summaries, data previews, and structure exploration. It allows users to query local datasets and create sample data using natural language.

mcp-interactive

A MCP server that collects interactive user feedback during AI-assisted development, reducing unnecessary tool calls and costs by enabling AI to confirm with users.