Discover Awesome MCP Servers

korea-academic-mcp

An MCP server that searches Korean academic databases (KCI, DBpia, RISS) via their official Open APIs, enabling Claude and other MCP clients to retrieve academic papers.

Bounteous MCP Server

用于管理 GitHub 操作的 MCP 服务器存储库

register-mcp

Provides access to the Swiss Federal Commercial Register (Zefix) for company search, verification, and reference data, enabling natural language queries for public administration use cases.

Sponsorable MCP server

Connects a podcast-sponsorship database to AI assistants, allowing users to search for brands that sponsor podcasts and reveal buyer contacts by name and email.

pretix-agent-mcp

MCP server that enables AI agents to safely administer pretix events, with capability controls, PII masking, and approval-gated destructive operations.

Template MCP Server

A production-ready template for building Model Context Protocol servers in Python, featuring example tools, structured logging, and multiple transport protocols.

mcp-recherche-entreprise

Enables searching for French companies using the official data.gouv.fr API, with filters for name, location, activity, and certifications.

Apify MCP Server

Enables AI assistants to use thousands of Apify Actors for web scraping, data extraction, and automation via the Model Context Protocol.

codex-cli-mcp-tool

An MCP server that allows Claude Code to interact with the OpenAI Codex CLI.

mcp-openapi

Turn any OpenAPI/Swagger spec into MCP tools. Zero config, zero code. Supports Swagger 2.0, OpenAPI 3.x, Bearer/API-key/OAuth2 auth, flat parameter schemas for better LLM accuracy, and smart response truncation.

Spark Feed MCP

OAuth-protected remote MCP server for Cloudflare Workers that exposes get_videos and get_articles tools to read configured RSS/Atom feeds filtered by date, returning entries and article previews.

Perplexity MCP Server

这个服务器允许用户使用 Perplexity AI 执行网络搜索，提供了一个通过简单 API 接口检索搜索结果的工具。

truepng-mcp

Recovers genuine transparency from images with painted checkerboard backgrounds, outputting RGBA PNGs with proper alpha channels. Supports CLI and MCP stdio server for macOS.

mt5-mcp

An MCP server that lets an AI agent read your MetaTrader 5 account and place trades over the Model Context Protocol, with a configurable human approval gate.

UltraThink

A Python-based MCP server that facilitates structured problem-solving through sequential thinking, branching, and confidence scoring. It allows users to track assumptions and manage multiple concurrent reasoning sessions to break down complex tasks.

troedler

Enables searching multiple second-hand marketplaces simultaneously from a local command line or AI assistant, providing unified results with pricing insights while respecting each source's terms and robots.txt.

Local Project Sync

A Model Context Protocol (MCP) server that enables AI applications to access and analyze local code repositories without manual uploads, providing file listing, content reading, code searching, and project structure analysis capabilities.

dsh-mcp-admin

Exposes DeepSeek Harness skill and agent preset management as an MCP server, letting remote agents read, create, update, and delete skills/presets over HTTP with audit logging. It enables a production-to-review-to-modification workflow without SSH.

architecture-pattern-mcp

Provides architecture design expertise to AI coding agents, analyzing requirements, selecting architecture patterns, generating concrete designs, and evaluating quality attributes.

code-graph-mcp

A high-performance code knowledge graph server implementing MCP, indexing codebases into a structured AST knowledge graph with semantic search, call graph traversal, and HTTP route tracing.

Mcp Server

将您的 LLM 连接到 Firebolt 的模型上下文协议实现

midjourney-mcp

Enables Midjourney image generation via PiAPI with daily cost caps, audit logs, and SSRF-safe image URL inputs.

pushtodisplay

Send structured content to selected boards on iOS and android devices via MCP server, route updates to specific panels, and render in real time with display-focused multi-panel layouts.

DocScan MCP Server

MCP server that scans, indexes, and semantically searches local documents (PDF, DOCX, images, etc.) using Docling and local vector search.

MCP Prompt Cleaner

Enhances and cleans raw prompts using AI to make them more clear, actionable, and effective. Provides quality assessment, suggestions, and supports both general and code-specific optimization modes.

Daraja API MCP Server

Provides AI assistants with access to comprehensive Safaricom Daraja API documentation for all 22 M-Pesa APIs through searchable tools, enabling developers to query payment processing, transaction management, and business operations documentation.

ERPipe

Enables AI agents to interact with Odoo ERP through natural language, providing tools and prompts for data operations and record management.

sqlite-mcp-server

Read-only MCP server for SQLite databases, enabling AI assistants to safely query and inspect database schemas without write access.

SongCheck MCP

Enables AI agents to detect AI-generated music, images, and video by analyzing files through SongCheck's ensemble detector, providing verdicts and confidence scores.

Mnemos

A self-hosted, multi-context memory server that enables AI agents to search and retrieve information from local documents and crawled websites via MCP tools. It runs fully offline using Postgres and Ollama to provide secure, private knowledge management and retrieval-augmented generation.