Discover Awesome MCP Servers

AlibabaCloud DevOps MCP Server

Enables AI assistants to interact with Alibaba Cloud Yunxiao platform for managing code repositories, work items, pipelines, packages, and application delivery. Supports project collaboration, code reviews, and automated deployment workflows.

Waldzell Metagames Server

Provides access to 27+ structured problem-solving frameworks and game-theoretic workflows for software development, project management, and operations research. Helps prevent analysis paralysis and scope creep by transforming open-ended challenges into systematic, time-boxed approaches with clear decision gates.

MCP Local LLM Server

A privacy-first MCP server that provides local LLM-enhanced tools for code analysis, security scanning, and automated task execution using backends like Ollama and LM Studio. It enables symbol-aware code reviews and workspace exploration while ensuring that all code and analysis remain strictly on your local machine.

mcp-buddy

Exposes Claude Code /buddy stats and personality as MCP tools, generating deterministic buddy profiles with species, stats, and soul descriptions based on user IDs.

lyxamour-mcp

A comprehensive Python MCP server with built-in knowledge base (SQLite + FTS5), web management interface, and flexible tool grouping system. Supports multiple transport protocols (stdio, SSE, HTTP Stream) with zero external dependencies.

parallax-mcp

Starts a server exposing a crosscheck tool to render-verify generated SQL or regex artifacts before trusting the result.

subcodex-mcp

MCP server that enables Claude Code to delegate code generation and debugging to OpenAI Codex, with stall detection and auto-recovery.

Public MCP Exam Server

Exposes a single tool solve_challenge that reads the X-Exam-Challenge HTTP header and returns the first 16 hex characters of SHA-256 of the challenge with a domain suffix.

MCP Server for Documentation Retrieval

An MCP server that retrieves and cleans official documentation for popular AI/Python libraries via web search and LLM processing, exposing a get_docs tool.

Laytime Calculator Pro

AI-powered laytime, demurrage and despatch calculation for ship chartering. Send a Charter Party, Fixture Recap, NOR or Statement of Facts as text or files (PDF, image, Excel) and get a full, auditable laytime statement. Available as a REST API and an MCP server.

mcp-ical-swift

MCP server for Apple Calendar using compiled Swift to bypass macOS Sequoia TCC restrictions

OpsPilot

Local AI ops broker that keeps SSH secrets on your machine, exposes intent-level MCP tools to agents, and requires approval via a loopback Web UI for dangerous writes.

Pylon MCP Server

Enables interaction with the Pylon customer support platform, allowing management of accounts, contacts, issues/tickets, messages, tags, and teams through natural language.

Pega DX MCP Server

Transforms complex Pega Platform interactions into intuitive, conversational experiences by exposing Pega DX APIs through the standardized Model Context Protocol, enabling AI applications to interact with Pega through natural language.

NeedHuman

Human-as-a-Service for AI agents. When your agent is blocked by a task that requires a real human — accepting ToS, creating accounts, submitting forms, identity verification — it calls NeedHuman. A human completes the task and returns the result with proof.

MCP Client for Testing

MCP 서버 테스트를 위한 최소한의 MCP 클라이언트

Google Search Console MCP Server

이 기능은 공식 API를 통해 Google Search Console 계정에 직접 연결되어 Claude Desktop 또는 OpenAI Agents SDK와 같은 AI 도구에서 바로 주요 데이터에 액세스할 수 있도록 해줍니다.

paperSearch

Enables AI coding agents to search academic papers, resolve biomedical entities, mine relations, and traverse citation graphs using Semantic Scholar and PubTator3, with local caching for reproducibility.

curl-curl-cool-mcp

An MCP server that gives Claude a full HTTP client — make requests, compare environments, infer TypeScript types from live responses, and work directly with your existing Postman collections and environments.

Agent Tools

Provides deterministic tools for transforming, formatting, and inspecting structured data for AI agents.

Time MCP Server

A Cloudflare Workers-based MCP server that provides current date and time information for any IANA timezone. It enables AI agents to retrieve precise, ISO 8601-formatted timestamps through a globally distributed edge network.

imsg

Read, search, and send iMessages locally from your terminal or through MCP clients like Claude, Cursor, and VS Code.

Ghost MCP

Enables AI assistants to manage Ghost CMS content including posts, members, users, tags, tiers, offers, newsletters, invites, roles, and webhooks via the Ghost Admin API.

Universal Agent Economy OS

Foundational MCP/A2A-native core platform for secure credential injection, native x402 micropayments, and Agent-to-Agent routing.

HiveAgent — The Agentzon

498 MCP tools across 12 industry verticals. Marketplace, escrow, DeFi, legal, healthcare, insurance, construction, and trades. USDC payments on Base L2.

temporal-invoice-mcp

Enables managing invoice workflows using Temporal, allowing submission, approval, rejection, and status checking of invoices through MCP tools.

12306 Train Ticket Search MCP Server

Enables searching for train tickets on China's 12306 railway system, including ticket availability queries, train filtering, station stopover information, and transfer route planning.

Mem·Sum

Mem·Sum is a shared memory workspace for small groups accessible via AI assistants, enabling agents to read, draft, and publish atomic updates to a shared workspace with version control and security.

Cutible MCP Server

Enables AI agents to perform headless video editing through 35 tools for project creation, clip manipulation, rendering, quality control, and semantic search, all via JSON-RPC 2.0 over stdio.

Agent Memory MCP

A self-improving memory server that captures, organizes, and shares memories across workspaces, builds a personal knowledge graph, learns preferences, and recommends tools to limit token usage.