Discover Awesome MCP Servers

Spec Workflow MCP

An intelligent MCP server that helps development teams maintain high-quality project documentation by providing an AI-powered workflow for creating comprehensive specifications through requirements, design, and implementation documents.

Synapse

Enables AI clients to store and semantically recall durable memories across sessions and tools, with local-first privacy and no API key needed.

OPC Memory MCP Server

MCP server that exposes OPC memory scripts as tools for Claude Code and Claude Desktop.

mcp-data-cluster

Enables natural language querying of PostgreSQL via MCP, combining SQL, vector search, and knowledge graph with automatic routing and token-aware curation.

NotebookLM MCP Server

Enables AI assistants to interact with Google NotebookLM to manage notebooks, sources, and conversations via the Model Context Protocol. It allows for querying sources using NotebookLM's AI and automatically saving responses as notes.

mcp-cbr-rates

Central Bank of Russia (CBR) data for AI agents — daily and historical currency rates, key rate, inflation, and macro statistics. Five typed MCP tools, in-memory TTL cache, MIT-licensed, no API key required.

mcp-ltm

Provides persistent long-term memory for AI assistants with tag-based retrieval, wiki-style linking, and source references, storing memories as markdown files with SQLite index.

dockhand

An MCP server that gives LLMs direct control over a local Docker daemon, enabling container, image, volume, network, and Compose stack management through natural language.

originality-mcp

MCP server for Originality.ai that provides tools for AI detection, plagiarism checking, fact verification, readability analysis, grammar/spelling, and SEO optimization.

sthan-io

MCP server for sthan.io - US address verification, parsing, autocomplete, forward/reverse geocoding, and IP geolocation. 8 tools, TypeScript, stdio transport. Free tier, no credit card required.

Keephub MCP Server

Enables LLMs to interact with the Keephub REST API for managing content, tasks, users, organizational charts, and form submissions through domain-specific tools and guided workflows.

Traktamente MCP Server

Provides access to Swedish per diem (traktamente) rates from Skatteverket's official API, enabling queries by country, year, or country code for international travel expense calculations.

sitebox

Enables AI agents to upload, list, read, and delete static web pages via the Model Context Protocol, with REST API and optional authentication and TTL.

ppt-generator-mcp

MCP server for generating PowerPoint presentations, supporting AI-generated or manual slide creation with 21 layouts, rendering via pptxgenjs, and uploading to OCI Object Storage.

reparatio-mcp

MCP server for Reparatio that lets AI assistants inspect, convert, merge, append, and query local data files in over 25 formats.

repo-context-mcp

MCP server that helps AI coding agents understand a repository by providing lightweight tree/map, code search, and token-budgeted context packing tools without dumping the entire monorepo into the prompt.

Cloudflare Tavily Search MCP

A remote web search MCP server deployed on Cloudflare Workers that wraps Tavily's low-cost search into a 'web_search' tool. It is suitable for mobile/desktop AI clients or any app supporting remote MCP.

LINE Context Relay

A read-only MCP server that connects ChatGPT/Codex to LINE Desktop's local encrypted database to provide private conversation advice without sending messages.

proton-bridge-mcp

MCP server for reading and searching Proton Mail via Proton Mail Bridge, providing tools to list mailboxes, list/search messages, and get message details with TLS certificate pinning.

mcp-svstudio

Enables LLM agents to manipulate Synthesizer V Studio 2 Pro projects, including notes, lyrics, phonemes, vocal attributes, parameters, and playback through the official Dreamtonics Scripting API.

anchor-mcp

An MCP server that reads a team's interviews, tickets, and docs to build a model of the product, exposing tools to ask questions, list contradictions and gaps, and draft documents, with all answers citing their source fragments.

BlindOracle

Unchallengeable AI agent security audits. MASSAT framework covers all 10 OWASP Agentic Security categories (ASI01-ASI10); audit score 4.3/10 published publicly. Plus the trust layer for the x402 agent economy: ERC-8004 passports, ProofDB delegation chains, on-chain anchoring, x402 + Fedimint payments. Apache-2.0.

MCP Router

A cloud-agnostic orchestration server that routes requests to pluggable tool adapters via the MCP protocol, deployable on EKS or AKS without code changes.

freelancer-focus-calendar

An MCP server for freelancers to manage events and tasks with CRUD, calendar views, webhook reminders, and Google Calendar sync.

MCP Code Checker

Enables AI assistants to perform comprehensive code quality checks including pylint, pytest, and mypy analysis on Python projects, with smart prompts for explaining issues and suggesting fixes.

Apple Music MCP Server

Integrates Apple Music with MCP clients to search the global catalog, manage personal playlists, and access library data. It enables users to perform actions like creating playlists, adding tracks, and viewing recommendations through natural language commands.

MCPHOST-SERVER

Servidor MCP para ponte entre Ollama, OpenAI e Anthropic.

Shufersal MCP Server

Provides automated shopping capabilities for the Shufersal website using Puppeteer, enabling LLMs to search products, create shopping lists, and add items to shopping carts.

Vulnerable MCP Server

An educational MCP server demonstrating common security vulnerabilities like command injection, path traversal, SQL injection, and XXE attacks. Designed for security training purposes only, not for production use.

MCP Support Agent

Enables ticket management through a REST API and support document search via a local vector database, powered by Ollama and LanceDB.