Discover Awesome MCP Servers

webserver-mcp

Enables AI agents to edit and serve a static website via natural language, providing file management tools over MCP and HTTP hosting.

NLP Database MCP Server

Connect your LLMs to SQL databases safely and intuitively using the Model Context Protocol (MCP). NLP Database acts as a secure, read-only bridge that allows AI agents to explore schemas and query data using natural language.

outline-wiki-mcp

Safe MCP server bootstrap for Outline Wiki providing connection validation, capability reports, and diagnostics in a read-only, agentic mode.

kokoro-tts-mcp

Text-to-speech MCP server using the Kokoro-82M model accelerated with MLX on Apple Silicon, enabling local Claude and Codex clients to speak text aloud and convert text to audio.

admission-mcp-server

Enables searching 2027 Korean university early admissions information (types, quotas, methods, minimum SAT scores) and checking if given SAT grades meet the minimum requirements.

sema

Content-addressed vocabulary protocol: 452 cognitive patterns with cryptographic identity. Agents sharing a handle (e.g. StateLock#5602) provably share meaning — mismatched vocabularies halt rather than silently drift.

tokopedia-mcp

MCP server for searching Tokopedia products, retrieving product details and reviews, designed for use from LLM clients like Claude Desktop.

Water Chemistry MCP Server

An advanced MCP server powered by PHREEQC for industrial wastewater treatment modeling, offering 17 tools for chemical equilibrium, kinetic reactions, and optimization like lime softening and phosphorus removal.

MCP Manager

一个灵活的服务器，能够实现 AI 模型和工具之间的通信，支持多个 MCP 服务器，并且兼容 Claude、MCP Dockmaster 和其他 MCP 客户端。

Spreadsheet MCP Server

提供一个模型上下文协议 (MCP) 服务器，使大型语言模型 (LLM) 能够直接访问和与 Google 表格数据交互。

BuildAutomata Memory MCP Server

Provides AI agents with persistent, searchable memory that survives across conversations using semantic search, temporal versioning, and smart organization. Enables long-term context retention and cross-session continuity for AI assistants.

SingleStore MCP Server

一个用于与 SingleStore 数据库交互的服务器，支持表格查询、模式描述和 ER 图生成，并提供安全的 SSL 支持和 TypeScript 安全性。

Google Sheets MCP Server

Enables reading and writing Google Sheets using API key or service account, with support for public and authenticated access.

Perplexity AI Server

这个服务器提供对 Perplexity AI API 的访问，从而能够在基于 MCP 的系统内进行聊天、搜索和文档检索。

nexusm-mcp-server

Generic MCP server exposing Nexusm core capabilities (memory, conversation, knowledge, feedback, context) to MCP clients via stdio and Streamable HTTP transports.

epub-parser-mcp

A TypeScript-based MCP server for parsing EPUB files, enabling metadata extraction, table of contents parsing, text content extraction, and search within EPUB documents, designed for seamless integration with AI assistants like Claude Desktop.

Cyber Master MCP Server

AI-powered cybersecurity automation platform with 155+ security tools for network, web, cloud, and binary analysis, controllable via natural language through MCP-compatible AI assistants.

thoth

MCP server for agentic systematic literature reviews with citation verification. Enables AI assistants to list reviews, get drafts, retrieve citation audits, and manage discovered papers.

Gemini Spark MCP Local Bridge

A local MCP server that enables Gemini Spark to safely access and work with files in a user-selected workspace via authenticated HTTPS tunnel, with sandboxing, policy enforcement, and audit logging.

Obsidian MCP Server

Enables AI assistants to interact with Obsidian vaults through vector search, vault indexing, and file monitoring. It provides a standardized interface for searching and managing markdown-based personal knowledge management data within the Model Context Protocol.

Zoo MCP Server

Enables interaction with Zoo's CAD and 3D modeling APIs through natural language, including executing KCL code and accessing Zoo's design tools.

hny-mcp

用于与 Honeycomb 可观测性数据交互的服务器。该服务器使像 Claude 这样的大型语言模型 (LLM) 能够直接分析和查询您的 Honeycomb 数据集。

chimeralang-mcp

Provides Claude with 44 tools for confidence gating, typed outputs, hallucination detection, and constraint enforcement during conversations.

MkDocs MCP Search Server

Enables Claude and other LLMs to search through any published MkDocs documentation site using the Lunr.js search engine, allowing the AI to find and summarize relevant documentation for users.

Tasks MCP Server

A task management MCP server that provides tools to create, list, complete, and delete tasks using pluggable storage backends. It enables users to interact with their task lists through natural language using MCP-compatible clients like Claude Desktop.

Edgar MCP Service

Enables deep analysis of SEC EDGAR filings through universal company search, document content extraction, and advanced filing search capabilities. Provides AI-ready access to business descriptions, risk factors, financial statements, and full-text search across any public company's SEC documents.

Terraform Cloud MCP Server

Enables AI assistants to interact with Terraform Cloud workspaces and runs, including checking run status, listing workspaces, and retrieving detailed information about workspaces and runs.

openstudio-mcp

Enables natural language interaction with OpenStudio building energy simulation, allowing creation, querying, and modification of models, running EnergyPlus simulations, and analyzing results.

fahali-mcp

Market-intelligence MCP: 18 detection engines over 9,200+ instruments with calibrated uncertainty and outcome-verified provenance. Informational only, not financial advice.