Discover Awesome MCP Servers

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.

VibeTide MCP Server

Enables AI-assisted creation, editing, and visualization of VibeTide 2D platformer levels with tools for tile manipulation, level metadata management, and web-based gameplay.

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.

Jimeng MCP Server

A Model Context Protocol server for AI image and video generation using Jimeng AI, enabling text-to-image, image composition, text-to-video, and image-to-video through Claude Desktop and other MCP clients.

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.

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.

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.

WA DMV MCP Server

Access Washington State Department of Licensing (DOL) data including electric vehicle population counts and monthly vehicle registration transactions. Queries public Socrata datasets without authentication.

MCP Memory

An MCP server that gives AI assistants like Cursor, Claude and Windsurf the ability to remember user information across conversations using vector search technology.

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.

PharosPay MCP Server

Enables AI agents to make gasless payments on Pharos blockchain using x402/EIP-3009, with automatic on-chain reputation tracking and a leaderboard.

PLUMED2 MCP Server

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

@jurislm/entire-mcp

MCP server providing 19 tools to manage AI agent checkpoints and sessions via the Entire CLI.

DART-mcp-server

韓国の電子公示システムAPIを活用するmcpサーバー

MCP Server Boilerplate

A starter template for building custom MCP servers that can integrate with Claude Desktop, Cursor, and other AI assistants. Provides example tools, TypeScript support, and automated publishing workflows to help developers quickly create their own MCP servers.

MCP-Logseq

Connects MCP-compatible AI assistants to Logseq graphs, enabling block-first operations, block references, and context graph building.

ynab-mcp

A Model Context Protocol (MCP) server for interacting with YNAB (You Need A Budget). Provides tools for accessing budget data through MCP-enabled clients like Claude Desktop.

Agent5ive MCP Server

Enables MCP-compatible clients to interact with deployed Agent5ive agents as tools. Allows users to query agent purposes and send messages to leverage Agent5ive capabilities through natural language.

FlowState MCP

An MCP server that preserves and recalls work context, enabling users to log sessions, decisions, blockers, and ideas, and automatically generate resumes and standups.

delegate-mcp

An MCP server that delegates reading of files or long context to a cheap model, returning a tight answer to save the orchestrator's context window.

OpenSCAD MCP Server

Provides OpenSCAD rendering capabilities through a Model Context Protocol interface, allowing users to generate PNG images from OpenSCAD code without a GUI.

atlasent-mcp

Enforces authorize-before-execute for any MCP-compatible AI agent. Exposes atlasent_evaluate and atlasent_verify_permit tools so a protected tool call only runs after AtlaSent issues and verifies a signed, single-use permit — fail-closed on any error, timeout, or malformed response.

Arxivum

An MCP server that enables searching arXiv, importing papers, enriching with citation data, generating summaries and research ideas, and querying a local library using local LLMs and embeddings.

AURA MCP Server

Enables Claude and ChatGPT to interact with AURA API for real-time DeFi portfolio analysis, swap execution, yield opportunities, and automated trading strategies across 200+ blockchain networks. Includes natural language swap parsing, cross-chain portfolio tracking, AI strategy automation, and risk management through guard engines.

example-mcp-server-streamable-http-stateless

example-mcp-server-streamable-http-stateless

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.

Discord MCP

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