Discover Awesome MCP Servers

Figma MCP Server

A server implementation that enables interaction with Figma API through Model Context Protocol (MCP), supporting plugin and widget development with WebSocket communication capabilities.

Yahoo Finance MCP Server

A lightweight MCP server for accessing Yahoo Finance data, providing stock prices, history, company information, and financial statements.

GoodMemory

Local-first, auditable memory for Codex, Claude Code, and MCP clients. It stores scoped user/project memory in SQLite or Postgres, serves read-only recall and inspection tools by default, and supports opt-in governed writeback with review and forget controls.

rtk-vats

Enables AI agents to manage Rostelecom Virtual PBX telephony, including contacts, subscribers, call groups, call history, call recordings, numbers and routing, balance, and transparent proxy to any of ~240 endpoints.

Atlassian Goals MCP Server

A Model Context Protocol (MCP) server for the Atlassian Goals API. Enables AI assistants like Claude to query, search, and update Atlassian Goals and Projects.

Stock MCP Server

Provides real-time market data for A-shares, Hong Kong, and US stocks using the Tencent Finance API. It enables users to manage stock positions and watchlists through an AI assistant.

Instagram120 MCP Server

Enables access to Instagram data including posts, reels, stories, user profiles, and highlights through the Instagram120 API with pagination support.

TypeScript MCP Server Boilerplate

A starter project for rapidly developing Model Context Protocol (MCP) servers using the TypeScript SDK and Zod schema validation. It includes example implementations for tools and resources to streamline the creation of custom MCP integrations.

Spreadsheet MCP Server

Enables AI assistants to read, write, and format Google Spreadsheets through the Model Context Protocol. It supports comprehensive operations including data retrieval, sheet creation, and cell formatting using natural language commands.

ftp-ssh-mcp

MCP server for managing a remote host via FTP/FTPS/SFTP/SSH, offering file transfer, optional shell execution, and MySQL query tools.

youfirst-mcp

MCP server enabling remote connections with Google OAuth authentication, allowing tools to be used via SSE with OAuth flow.

Sidearm MCP Server

Enables AI agents to protect media from AI training and detect AI-generated content using the Sidearm REST API. It provides tools for running protection algorithms, identifying copyright infringement, and managing digital media assets.

Dataproc MCP Server

Enables AI assistants to manage Google Cloud Dataproc clusters and jobs through a standardized interface. Supports cluster creation/deletion, job submission (Spark, PySpark, Hive, etc.), and serverless batch operations.

zameen-mcp

Enables AI assistants to research Zameen.com property listings with verified/titanium filtering, local watchlists, listing details, and agent-message drafting through structured tools.

MCP Shared Services

Modular monolithic FastAPI shared AI service platform providing config center, prompt registry, LLM gateway, RAG service, secret manager, tool registry, and MCP server wrapper.

OpenObserve MCP Server

Enables querying logs, traces, and metrics from multiple OpenObserve instances via MCP tools, with parallel execution, batching, and caching.

google-ads-mcp

MCP server that provides tools and resources for interacting with Google Ads API, enabling search, metadata retrieval, and account management through natural language.

notes-rag-mcp

A Python MCP server for note management with RAG capabilities, enabling adding, searching, asking questions, summarizing, and deleting notes, using PostgreSQL and ChromaDB with Google Gemini for embeddings and generation.

MCP BigQuery Server

O Servidor MCP BigQuery é um servidor que permite consultar tabelas BigQuery usando MCP.

Apple Dev MCP Server

Provides AI assistants with access to Apple's Human Interface Guidelines and technical API documentation across all Apple platforms (iOS, macOS, watchOS, tvOS, visionOS), enabling unified search of design principles and implementation details.

fotmob-mcp

Enables access to live FotMob football data for fixture lookup, team and player research, match details, lineups, league discovery, and search-based entity lookup.

aerostack-registry

Search and discover 100+ hosted MCP servers on Cloudflare's edge with semantic search. Browse tools, get full parameter schemas,and execute functions — one URL, no auth needed for discovery. Includes Slack, Stripe, GitHub, AWS, Discord, Salesforce, and 90+ more.

all the tools

test server to see how clients handle a lot of tools

zte-f680-mcp

MCP server to manage and inspect a ZTE ZXHN F680 GPON router, enabling conversational control of NAT/port forwarding and reading WiFi, DHCP, DMZ, WAN, and device status from MCP-compatible clients.

AI Knowledge Center MCP

Local-first MCP server that provides project context, verification gates, and structured tools for coding agents to discover knowledge, run diagnostics, and execute allowlisted commands within a repository.

CodeKarma MCP Server

Provides production insights and code analysis by leveraging Nexus instrumentation data to identify CPU-intensive methods and visualize execution flow trees. It enables developers to make data-driven decisions through real-time performance metrics and automated service discovery from Java class names.

Medicaid MCP Server

Provides access to Medicaid public data including drug pricing (NADAC), state enrollment trends, federal upper limits, drug rebate information, and utilization statistics through a hybrid CSV caching and DKAN API approach.

tdsql-mcp

An MCP server that turns Teradata Vantage into a full-stack analytics agent platform, providing AI agents with structured knowledge of Teradata's native functions for correct and optimal SQL analytics.

open-proxy-mcp

AI-ready data for investors and stewardship specialists who wants to have easy access to agm & governance related disclosures for Korean stocks