Discover Awesome MCP Servers

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

Um servidor flexível que permite a comunicação entre modelos de IA e ferramentas, suportando múltiplos servidores MCP e compatível com Claude, MCP Dockmaster e outros clientes MCP.

Spreadsheet MCP Server

Fornece um servidor de Protocolo de Contexto de Modelo (MCP) que permite que LLMs acessem e interajam diretamente com dados do Google Sheets.

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

Um servidor para interagir com bancos de dados SingleStore, permitindo consultas de tabelas, descrições de esquema e geração de diagramas ER com suporte SSL seguro e segurança TypeScript.

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

Este servidor fornece acesso à API da Perplexity AI, permitindo a interação através de bate-papo, pesquisa e recuperação de documentação dentro de sistemas baseados em MCP.

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.

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.

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.

hny-mcp

Servidor para interagir com dados de observabilidade do Honeycomb. Este servidor permite que LLMs como o Claude analisem e consultem diretamente seus conjuntos de dados do Honeycomb.

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.

ABANCA MCP Server

Connects the ABANCA OpenBanking API (PSD2) with LLMs to provide secure access to bank accounts and transaction history. It features automated OAuth authentication and data minimization to optimize banking information for AI context windows.