Discover Awesome MCP Servers

Perplexity Ask

A Model Context Protocol Server connector for Perplexity API, to enable web search without leaving the MCP ecosystem.

chromiumfish_mcp

Enables MCP clients to control a ChromiumFish browser for web automation, including page management, navigation, interaction, and content extraction.

forensic-deepdive

Analyzes codebases to produce a persistent code knowledge graph and an MCP server with 9 tools for AI coding agents.

Enterprise-MCP-Data-Agent

Enables secure, privacy-first SQL database interaction via natural language, using local LLM and PostgreSQL with dynamic tool-calling.

gRPC Transport for MCP

Enables MCP servers and clients to communicate over gRPC using FastMCP, supporting tool calls, text and image content, and progress reporting.

Pastebase MCP Server

Enables AI assistants to extract design systems, brand guidelines, copy, and sitemap structure from any live website via the Pastebase API.

dataset-search-mcp

Unified MCP server for discovering open datasets across Hugging Face, Zenodo, and Kaggle, with ranked search results and one-click Colab starter code generation.

httap

An MCP server that enables AI agents to intercept, inspect, and modify HTTP traffic, with tools for searching, filtering, and managing captured requests and interceptors.

K Filesystem MCP

A tuned filesystem MCP server for Codex-style development, offering fast file operations, bounded output, and safe edits.

Ego Automation MCP Server

MCP server that launches and manages ego-browser sessions, providing tools to open URLs and extract DOM records filtered by status, all through a sandboxed UI app.

tinytask

A minimal task management system for LLM agent collaboration via the Model Context Protocol, supporting CRUD operations, task blocking, subtasks, queues, and comments.

Hyperlane MCP Server

Enables LLM assistants to interact with the Hyperlane cross-chain protocol for deploying blockchain infrastructure, sending cross-chain messages, managing validators and relayers, and facilitating asset transfers between multiple blockchains.

mcp-dns

Enables DNS record lookups for types like A, MX, TXT, and CNAME, bulk queries of all major record types, and reverse DNS resolution from IP addresses to hostnames.

codex-mcp

A lightweight local coding MCP server that exposes a single project directory to ChatGPT via Streamable HTTP, enabling file operations, command execution, search, and web fetching without authentication.

PingOne Advanced Identity Cloud MCP Server

Enables AI assistants to interact with PingOne Advanced Identity Cloud environments through natural language, supporting user management, authentication theme customization, log analysis, and identity data queries with secure OAuth 2.0 authentication.

Remember Me

MCP server to persist chat artefacts and rules

mcp-rag-server

MCP RAG Server is a Python MCP server that indexes documents in multiple formats (Markdown, text, PowerPoint, PDF) using multilingual-e5-large embeddings and enables vector search for retrieval-augmented generation.

Qontinui MCP Server

Enables AI-driven visual automation by connecting to Qontinui Runner to load workflow configurations, execute visual automation workflows, and monitor execution status across multiple displays.

Spring Ai Mcp Deepseek

使用 Spring AI 整合 MCP 服务，包括 MCP server 和 deepseek client

npm-trends-mcp

Provides weekly download counts and trend data for npm packages, enabling comparison of adoption velocity across JavaScript libraries.

qwen-dap-mcp

Enables coding agents to connect to Debug Adapter Protocol debuggers over MCP, allowing them to launch or attach to native targets, control execution, set breakpoints and watchpoints, inspect stacks, variables, memory, and exceptions, and capture agent-friendly debugger snapshots.

Nightshift

MCP server that enables agents to manage DataHub incidents, recall past incident memory, guard columns against regression, and write postmortems into the data graph.

Alfred MCP Server

Enables AI assistants to create, manage, and execute Alfred workflow automation skills, manage MCP server connections, view execution history, and handle API keys through Alfred's REST API.

gametheory-mcp

Equilibrium-aware primitives for AI agents — negotiation, auctions, mechanism design — exposed over MCP and importable as a Python library.

obol

Enables AI agents to access Solana wallet analytics, token data, and DeFi tools via pay-per-request USDC micropayments using the x402 protocol, without API keys or subscriptions.

Echo MCP Server

A simple demonstration MCP server that provides an echo tool and resource for learning how to build MCP servers. Serves as a starting point and template for creating custom MCP server implementations.

Symbiotic MCP Server

Enables security analysis of code and infrastructure files via MCP, using Symbiotic CLI for scanning vulnerabilities.

hiveclear

MCP server for agent treasury management. Creates yield-bearing vaults, manages USDC deposits, and runs programmable time-based payment streams between agents.

MCP Data Analyzer

Enables loading and statistical analysis of .xlsx and .csv files with visualization capabilities using matplotlib and plotly to generate various graphs and charts.

gemini-cli-mcp

A secure MCP server that wraps the Google Gemini CLI, allowing clients to query Gemini models using local OAuth sessions without requiring an API key. It provides tools for model interaction and diagnostics with built-in protection against command injection.