Discover Awesome MCP Servers

MCP Demo - Document Search Server

A production-style MCP server that lets Claude Desktop search your local documents using TF-IDF keyword search. No heavy frameworks, just plain Python and the official MCP SDK.

x-post-fetcher-mcp

Fetches X (Twitter) user tweets and profile information via MCP, supporting both local stdio and remote HTTP/SSE transports with optional API key authentication.

Google Search MCP Server

Enables Google search functionality through the Google Custom Search API with enterprise-grade security authentication. Supports streamable HTTP transport protocol for real-time search operations with configurable result limits.

debug-thinking

Structures debugging processes into a persistent knowledge graph, enabling problem decomposition, hypothesis testing, and reusable solution discovery.

pathways-mcp-server

Exposes health segmentation data from the Pathways platform, enabling natural language queries about population segments, metrics, and geographic distributions across countries like Senegal and Kenya.

MCP Development Environment

Provides a Docker-based development environment with Python and Node.js MCP servers, enabling file operations, SQL queries, Redis caching, and debugging for building and testing MCP servers.

app.wishpool/slovenia-payments-mcp

Enables AI agents to accept payments in Slovenia (EUR) via Stripe-hosted checkout, supporting cards and digital wallets like Apple Pay and Google Pay.

affinity-mcp-bridge

Bridges MCP clients to Affinity by Canva's local MCP server, exposing tools for script execution, rendering, and SDK documentation.

duo-mcp

MCP server for the Cisco Duo Admin API, enabling management of Duo MFA, users, groups, devices, policies, and more via 160 tools across 20 categories.

status-aggregator-mcp

Aggregates status of multiple SaaS providers into a single MCP server, enabling AI agents to check service health and incidents via tools like list_services, get_status, and check_all.

zig-mcp

MCP server for Zig that connects AI coding assistants to ZLS (Zig Language Server) via LSP. Provides 16 tools for code intelligence (hover, go-to-definition, references, completions, diagnostics, rename, format) and build/test operations.

DeepSeek-Claude

通过整合 DeepSeek R1 的先进推理引擎，增强 Claude 的推理能力，从而能够以精确和高效的方式处理复杂的多步骤推理任务。

AI Document Assistant MCP Server

Enables document Q&A, summarization, keyword extraction, and Wikipedia lookup through MCP tools, using RAG with FAISS and Ollama.

Gmail MCP Server (Powered by LIAM)

Enables AI agents to interact with Gmail through LIAM's CASA-compliant Google OAuth infrastructure. It supports searching, listing, and retrieving emails, threads, and labels using standard Gmail query syntax.

MCP Audio Inspector

Enables comprehensive audio file analysis and metadata extraction with specialized game audio development features, supporting batch processing of multiple formats and providing platform-specific optimization recommendations.

FlowNoter MCP Server

Enables saving AI conversation histories as clean, organized markdown notes with automatic filtering of thinking processes and tool execution details, timestamping, and customizable conversation turn limits.

MySQL MCP Server

MySQL 的 MCP 服务器

DC-COCO-MCP

Enables AI clients to control Cocos Creator editor projects, scenes, nodes, components, assets, Prefabs, building, and diagnostics via the MCP protocol.

EventOps MCP Server

Enables AI assistants to query event operations data from Humanitix/MQIS exports, including metrics, sales curves, attendee lookups, and loyalty analytics. Provides deterministic data with AI-generated narrative, plus a CLI for ops reports and consent-aware marketing emails.

vikunja-mcp

Enables AI assistants to interact with Vikunja task management instances, providing full task, project, label, and user management capabilities.

open-code-review

AI-powered code review tool that detects AI-generated code defects invisible to traditional linters — hallucinated packages, deprecated APIs, cross-file contradictions, hidden security anti-patterns, and over-engineering. Works as a standalone CLI, GitHub Action, or MCP server. Supports TypeScript, Python, Java, Go, and Kotlin. Free for individuals, no API key required.

anonym-community-mcp

Read-only MCP server that exposes the anonym.community privacy research corpus via typed tools, letting agents search 1,478 PII pain points, jurisdiction laws, FAQ entries, and 1,600+ papers with citations. Enables precise, citable answers about privacy law and data-protection issues directly from MCP clients.

MCP SSH Orchestrator

Provides policy-driven, auditable SSH access to server fleets for AI assistants with zero-trust security controls, command whitelisting, and comprehensive audit logging to safely manage infrastructure.

lampa-mcp-server

MCP server for AI-assisted development on the Lampa open-source TV app, providing read-only access to the source tree with 41 tools and 5 resources for structured analysis, planning, editing, and validation.

wazuh-mcp-server

AI-powered MCP server that enables security analysts to query Wazuh SIEM/XDR for alert triage, threat hunting, compliance audits, and incident response through natural language prompts.

Codevira MCP

Codevira MCP provides persistent memory and project context for AI coding agents by maintaining a shared knowledge base of decisions, roadmaps, and code relationships across sessions. It enables semantic code search and automated context tracking to ensure consistency and reduce token overhead during complex development tasks.

Gmail MCP Server

A custom MCP server that gives Claude full Gmail control — send directly, read, reply, search, label, and delete emails.

zemax-mcp-server

Enables AI agents to control Ansys Zemax OpticStudio via ZOS-API, allowing optical design tasks like aperture settings, optimization, and analysis through natural language.

reptor-mcp

An MCP server that exposes the pentest reporting and automation features of SysReptor as programmable tools for AI agents and automated workflows. It enables users to manage findings, projects, and templates through a standardized interface by wrapping the reptor CLI.

work-tracker

Automatically tracks AI-assisted work sessions, code changes, and commands in Claude Code or Codex CLI, and provides daily stats, weekly reports, and data export through MCP tools.