Discover Awesome MCP Servers

vivado-mcp-agent

MCP server for deterministic Vivado FPGA automation including project scaffolding, simulation, synthesis, implementation, and gated bitstream generation.

mcp-filesystem

Provides a hardened filesystem interface that lets a local model read and write files only within user-specified directories, with symlink protection and atomic operations.

Leadpipe MCP

Provides access to Leadpipe's intent and data APIs for topic discovery, audience management, and visitor data lookup. It enables agents to automate lead generation workflows, analyze website topics, and manage tracking pixels through natural language.

reddit-research-mcp

MCP server for compact Reddit research packs. Enables Reddit data extraction, search, and trend analysis through a set of tools like reddit_search and reddit_thread.

ParrotPod MCP

Provides structured setup, configuration, and integration guidance for the ParrotPod platform, enabling AI assistants to help users with installation, deployment, and third-party integrations.

Filesystem MCP Server (HTTP Streaming)

Enables remote file system operations (read/write files, manage directories, search files) over HTTP using OAuth 2.0 authentication, with support for web-based clients and multiple concurrent sessions.

maps-mcp

MCP server exposing Google Maps Platform to MCP clients with seven tools for geocoding, place search/details, traffic-aware travel times, and time zones. Runs as a local stdio server or a containerized HTTP service with bearer auth, needing only a single API key.

Reacticx MCP

Provides documentation and component references for the Reacticx React Native library, including props, code examples, and installation guides. It enables users to search through over 90 components and retrieve setup commands for project dependencies.

@bowlly/mcp-server

Enables cat food product search and ingredient analysis using natural language queries.

Cloudreve MCP Server

This MCP server enables file management and local caching for Cloudreve v4 through OAuth authentication, allowing operations like listing, uploading, downloading, and sharing files via natural language in MCP-compatible clients.

Solana Agent Kit MCP Server

An implementation that enables interaction with the Solana blockchain through the Model Context Protocol, supporting all actions from the Solana Agent Kit for standardized protocol operations.

AIBD Dev Container

一个预配置的开发容器设置，用于使用 Claude 进行 AI 辅助开发。它基于 VS Code Dev Containers，并集成了模型上下文协议 (MCP) 服务器，用于文件系统和 shell 操作。

mimari-ai MCP Server

Provides AI-powered access to Turkish building regulations, architectural standards, and construction calculation tools via the Model Context Protocol.

VibeGuard MCP

Enables policy-style auditing of content through the audit_vibe MCP tool to enforce configurable guardrails. Supports both local stdio and serverless Streamable HTTP deployment via Vercel for flexible integration with MCP clients.

cortex-engine

Persistent memory for AI agents with semantic memory, belief tracking, and dream consolidation, enabling cross-session knowledge retention.

mnehmos.open5e.mcp

Query D&D 5e game data from 22+ source books and contribute to the open-source database with validation, diffing, and PR generation tools.

Learn_MCP Math Server

A Model Context Protocol (MCP) server that demonstrates mathematical capabilities through a LangChain integration, allowing clients to perform math operations via the MCP protocol.

vector-index-mcp

Enables indexing and semantic search of software project files via MCP, with automatic file watching for updates.

BridgeDesk

A desktop launcher and local MCP workspace server that enables ChatGPT and other MCP clients to securely read, edit, search, run commands, and show changes in selected local project folders.

willow-mcp

An agent-neutral MCP server providing SQLite key/value storage, Postgres knowledge base, and Kart task queue functionality. Features SAP/1.0 authorization on every tool call for secure multi-application access.

toolhouse-mcp

Enables MCP clients to access Toolhouse's extensive library of tools, allowing AI assistants to perform actions like web scraping, memory management, and email sending through natural language commands.

app-launcher-mcp

Launch Windows applications by name, alias, or path via MCP, supporting arguments and working directories. Uses Task Scheduler to detach launched processes so they persist independently of the MCP server.

Kaggle-MCP

Connects Claude AI to the Kaggle API through the Model Context Protocol, enabling users to browse competitions, search and download datasets, analyze kernels, and access pre-trained models through natural language interactions.

Open Parliament MCP

A thin MCP connector to UK Parliament's public APIs and Members OData endpoint, providing generic tools to list, describe, and query data sources, with playbooks for procedural guidance.

bdc-doc-mcp

Provides a documentation search MCP tool (search_docs) that enables AI agents to retrieve relevant chunks from BDC documentation using semantic embeddings and keyword search, with filtering by document type and date.

Biometric IoT Bridge MCP

A sovereign, biometric-authenticated IoT security broker using the Model Context Protocol.

welcome-text-generator

Generates professional, modular welcome texts for new employees by extracting structured data from free-text input and assembling customizable templates.

Prisma MCP Server

Enables AI agents to manage Prisma Postgres databases and database workflows, including creating databases, running migrations, executing SQL queries, and managing backups, through natural language.

BLS MCP

Enables users to query U.S. labor statistics, including employment, CPI, and wages, directly from the Bureau of Labor Statistics Public Data API. It provides tools to retrieve real-time economic time series data, browse popular series, and access survey metadata through natural language.

plane-mcp-server

MCP server for integrating AI agents with the Plane project management platform, providing tools to manage projects, work items, cycles, modules, and more.