Discover Awesome MCP Servers

Godot MCP Documentation Server

Provides AI assistants with direct access to the complete Godot Engine documentation, including classes, tutorials, and features. It enables developers to retrieve and analyze official documentation through natural language interfaces using the Model Context Protocol.

@gblin-protocol/mcp-server

Institutional treasury standard for AI agents on Base. Holds capital in GBLIN (Crash-Shield-protected index) and enables JIT swaps to USDC for x402 invoice settlements.

GroupDocs.Signature MCP Server

MCP server that exposes GroupDocs.Signature as AI-callable tools for signing, verifying, and searching signatures in documents, enabling natural language interaction with document signature operations.

Shannon MCP

A comprehensive Model Context Protocol server for Claude Code that provides programmatic management of Claude Code CLI operations through a multi-agent collaborative system.

DART-mcp-server

Un servidor MCP que utiliza la API del Sistema de Divulgación Electrónica de Corea (DART).

pvr-inox-mcp

Enables users to query PVR/INOX cinema showtimes, live seat availability, and booking status across India, and to set up watch alerts for when shows become bookable or desired seats free up.

PLUMED2 MCP Server

Enables AI assistants to generate, validate, and optimize PLUMED input files for molecular dynamics simulations using a set of MCP tools.

Discord MCP

An MCP server that exposes Discord bot actions as tools for LLM clients.

meok-imo-marpol-marine-mcp

MCP server for maritime compliance, enabling natural-language checks on MARPOL Annex VI, EU ETS, CII/EEXI, IMDG, bunker fuel, ballast water, and Port State Control inspection prep.

Google Places MCP Server

Integrates with Google Places API to allow searching, retrieving details, and finding nearby places through an MCP server interface.

cellrank-mcp

Enables natural language interaction for scRNA-Seq analysis including preprocessing, clustering, and visualization using the CellRank library. It allows users and agents to perform complex genomic data tasks through standard MCP clients and frameworks.

codaveri-mcp-server

MCP server for executing code in various languages via the Codaveri API.

contextpulse-mcp

Real-time context budget tracking for AI coding agents with token counting, loop detection, and alerts, backed by PostgreSQL.

VeloxRAG

A provider-neutral RAG service for agents offering knowledge base management, dense retrieval, and answer generation via an MCP server.

GitLab Pipeline MCP Server

Enables AI clients to manage GitLab pipelines through natural language commands. Supports triggering pipelines, checking status, listing pipelines, viewing jobs, and canceling pipelines across multiple GitLab instances.

product-spec-mcp

Prevents premature AI coding by transforming vague product ideas into structured specifications, architecture decisions, and acceptance criteria through a series of interrogation and compilation tools.

cdp-pc

Provides read-only access to the Cloudera CDP Public Cloud control plane, allowing users to list and describe environments, datahubs, datalakes, DW clusters, virtual warehouses, DE services, ML workspaces, and IAM users via natural language. It uses the installed cdp CLI and supports profiles.

neobrutalism-mcp-server

Provides AI assistants with access to neobrutalism-styled React components, enabling them to generate UI code and prototypes using components like buttons, cards, dialogs, and star decorations.

SSH MCP Server

Provides tools to manage SSH targets and generate one-time WebShell terminal sessions through an integrated gateway. It enables AI agents to facilitate remote server access by creating and managing secure, browser-based terminal links.

IBM DB2 MCP Server by CData

IBM DB2 MCP Server by CData

OCP Performance Analyzer MCP

A comprehensive, AI-powered performance analysis and monitoring platform for OpenShift/Kubernetes clusters. This project provides Model Context Protocol (MCP) servers for analyzing etcd, network, and OVN-Kubernetes components with deep performance insights, automated root cause analysis, and actionable recommendations.

ContextForge

An open source registry and proxy that federates MCP, A2A, and REST/gRPC APIs with centralized governance, discovery, and observability. It optimizes agent and tool calling, and supports plugins.

PaperCortex

An MCP server that adds AI-powered document intelligence to Paperless-ngx, enabling semantic search, automatic classification, receipt data extraction, bank statement matching, and accounting export — all running locally via Ollama.

Google MCP

Esta es una colección de herramientas nativas de Google (por ejemplo, Gmail, Calendar) para el protocolo MCP, diseñadas para integrarse perfectamente con clientes de IA como Claude o Cursor.

telinksdk-builder-mcp

Build/flash/debug any Telink embedded SDK via natural language. MCP server with 8 tools for build, serial capture, and firmware flashing via bdt.exe.

mysql-mcp-webui

MySQL MCP Server enables Claude Desktop and Claude Code to execute SQL queries, explore databases, Webview to add or enable Databases, Connections, and interact with your MySQL data - all through a secure, permission-controlled interface.

Google Sheets MCP

Enables agents to create, read, and modify Google Sheets using a service account, without OAuth. Provides tools for sheet creation, appending rows, updating ranges, and reading data.

LLM Usage & Cost Tracker

A local-first, multi-provider cost meter for LLM usage, exposed as MCP tools. Captures every call into a local SQLite ledger and lets any coding agent query spend, compare providers, and get recommendations — no cloud, no account. First-class support for Chinese providers (Qwen, DeepSeek) alongside Anthropic and OpenAI.

mcp-victorialogs

mcp-victorialogs