Discover Awesome MCP Servers

signal-prospector

Enables B2B prospecting from natural language: detect buying signals, score leads against ICP, enrich decision-makers, and draft personalized outreach messages via Claude.

paperless-ngx MCP server

An MCP server that puts a paperless-ngx document archive within reach of AI assistants, enabling full-text search, reading, filing, uploading, and managing documents and taxonomy through the paperless-ngx REST API.

Vercel MCP Template

A template for deploying MCP servers on Vercel with example tools for rolling dice and fetching weather data. Provides a starting point for building custom MCP servers with TypeScript.

excalidraw-architect-mcp

An MCP server that generates beautiful Excalidraw architecture diagrams with perfect auto-layout, stateful editing, and architecture-aware component styling.

flight-finder

Enables finding and comparing cash and award flights, with seat maps and trip planning, ranking options by user-defined per-mile valuations.

MCP Apple Reminders

Un servidor de Protocolo de Contexto de Modelo que permite a los asistentes de IA interactuar con Recordatorios de Apple en macOS, permitiendo a los usuarios ver listas, recuperar, crear, completar y eliminar recordatorios a través del lenguaje natural.

commerce-mcp

An MCP control plane for SAP Commerce Cloud that exposes safe, read-only tools to LLM agents for inspecting types, running FlexibleSearch, and validating ImpEx.

Gmail API MCP Server

This MCP server provides a natural language interface to the Gmail API, allowing users to interact with Gmail functionality (like emails, threads, labels, etc.) through the Model Context Protocol.

openshift-mcp

An MCP server for managing OpenShift clusters and querying Amazon Redshift across multiple clusters, with secure secret and configuration persistence.

RescueTime MCP Server

Enables comprehensive access to RescueTime productivity data and features through the Model Context Protocol. Supports analytics retrieval, focus session management, highlights creation, and offline time tracking through natural language interactions.

Google Image Search MCP

Provides tools for searching and downloading images using Google Image Search API.

OSF MCP Server

An MCP server for interacting with the Open Science Framework (OSF), enabling search for projects, registrations, preprints, and file management.

Clarifyprompt-MCP

An MCP server that transforms vague prompts into platform-optimized prompts for 58 AI platforms across 7 categories. Send a raw prompt. Get back a version specifically optimized for Midjourney, DALL-E, Sora, Runway, ElevenLabs, Claude, ChatGPT, or any of the 58 supported platforms — with the right syntax, parameters, and structure each platform expects.

atest-mcp-server

MCP server for atest (api-testing), enabling natural language interaction with API testing workflows.

Corpus-KB

Local end-to-end RAG system for agentic code editors, exposing retrieval-augmented generation via MCP to any compatible client.

openrouter-subagents

MCP server providing a model-agnostic subagent tool backed by OpenRouter, supporting multi-model Fusion and orchestration patterns.

MCP SSH Tools Server

A server based on the MCP framework that provides remote server management capabilities through SSH, supporting features like connection pooling, file transfers, and remote command execution.

app.wishpool/ghana-payments-mcp

Enables AI agents to accept payments in Ghana through MTN Mobile Money, cards, and other methods via Paystack's hosted checkout.

Load Planner MCP

Enables optimal freight-mode selection (air, sea-LCL, full container) by solving 3D bin-packing, cost optimization, and delivery-risk analysis behind two tools: solve for deterministic planning and explain for hallucination-proof natural-language narration of results.

DiagramZu

diagramzu-mcp lets an AI client (Claude, Cursor, ChatGPT, etc.) author Mermaid diagrams in a shared workspace that a team can read, comment on, embed, and present at a clean URL — rather than just generating a one-off diagram. Hosted endpoint https://mcp.diagramzu.ai/mcp or local npx -y @diagramzu/mcp. Also listed in the official MCP registry as ai.diagramzu/mcp.

GA4 MCP Server

Enables Claude to retrieve and analyze Google Analytics 4 data through 20+ analysis tools, providing insights on traffic, user behavior, conversions, and engagement metrics in Japanese-formatted output.

Context Optimizer MCP

Un servidor MCP que utiliza Redis y almacenamiento en caché en memoria para optimizar y extender las ventanas de contexto para historiales de chat extensos.

Vindata MCP Server

Remote MCP server with built-in GitHub OAuth, deployed on Cloudflare Workers, enabling tools like addition, GitHub user info, and image generation with access control.

otel-mcp

An MCP server that emits OpenTelemetry traces, metrics, and logs to OTLP endpoints in various formats. It includes tool-mimicry profiles to generate realistic traffic resembling common tools like nginx, postgres, and AWS Lambda for testing and demonstration purposes.

hono-apcore

Enables turning a Hono app into MCP tools and OpenAI-compatible function definitions, either by declaring tools explicitly or by scanning existing routes.

mcp-agent-cost-optimizer

Enables precise financial analysis of AI agent costs, including token pricing, multi-step run estimates, model comparison, and ROI versus human labor, with deterministic decimal math.

memory-mcp

A local stdio MCP server that exposes a shared brain (read/search/write) over ~/.claude/memory, allowing memories written in any agent to be readable and searchable across all three (Claude Code, Cursor, Codex). It provides tools like memory_search, memory_read, memory_write, etc., with no external services.

Temporal MCP Server

An MCP server for interacting with Temporal Cloud workflows across multiple regions, providing tools to list, describe, terminate, and retrieve step results from workflows via natural language.

dns-mcp

MCP server providing DNS resolution, reverse DNS, RDAP-based WHOIS, and IP geolocation lookups. No API keys required , and all upstreams are public.

taskmarket-mcp

MCP server that lets AI agents browse, create, and submit tasks on Taskmarket, and check wallet balances, using the official CLI for secure key handling.