Discover Awesome MCP Servers

re-patch

MCP server for on-disk patching of binary artifacts with SHA-256 manifest, byte-level patch application, and manifest-driven restore, ensuring auditability and reversibility.

Universal Image Generator MCP Server

A multi-provider AI image generation server that allows users to create and transform images using Google (Imagen & Gemini), ZHIPU AI CogView-4, or Alibaba Bailian through any MCP-compatible application.

DAI MCP Server

Provides persistent memory capabilities through Neo4j graph database integration, allowing storage and retrieval of interconnected knowledge with complex relationships between entities. Enables long-term retention and querying of information across multiple conversations through graph-based memory management.

twentycrm-graphql-mcp

MCP server for Twenty CRM that enables AI assistants to interact with the CRM via GraphQL, including schema inspection and query execution.

Content Distribution MCP

This server that distributes a single piece of content across 8+ channels (DEV.to, Hashnode, GitHub Discussions, Reddit, Bluesky, LinkedIn, Medium, Twitter) with automatic platform-specific adaptation, idempotent publishing, per-community anti-spam rules, and centralized state management.

ffmpeg-mcp-video-editor

Give any MCP client a real video editor — 32 typed tools over ffmpeg, Whisper and MediaPipe, plus an optional local UI with a drag-and-drop timeline.

lmstudio-mcp

Enables diagnosing, testing, benchmarking, and deliberately controlling LM Studio through a local-only MCP stdio server, with mutations disabled by default and evidence-based capability verification.

Data Science Agent MCP Server

Provides MCP-compatible tools for data analysis, including file reading, Python/SQL execution, and hypothesis testing. Enables autonomous data analysis agents to interact with a sandboxed environment.

Solana AI Terminal

Enables AI agents to interact with the Solana blockchain network, supporting documentation search, blockchain queries, wallet management, and cryptographic signing operations on Devnet and Testnet.

creative-tagger-mcp

Provides structured creative intelligence for ad creatives, enabling AI agents to analyze, tag, and optimize ad performance across 28 dimensions with memory and brand customization.

tooluniverse

Enables AI scientists to access over 1000 machine learning models, datasets, APIs, and scientific packages for data analysis, knowledge retrieval, and experimental design from any large language model.

workflow-generator

Architecture diagram with concurrency capacity and bottleneck estimates from any codebase.

Databricks MCP Server

Enables AI agents to explore Unity Catalog metadata, execute SQL queries, and analyze data lineage including notebooks and jobs, empowering autonomous data discovery and query generation in Databricks.

Bifrost-MCP Gateway

Enterprise-grade dynamic MCP proxy that eliminates token bloat by lazy-loading tool schemas based on semantic intent, enabling efficient orchestration of multiple backend tools from a single endpoint.

holographic-memory

Provides AI agents with associative long-term memory using Sparse Distributed Memory, enabling recall from vague cues and interference detection.

anvie-frappe-mcp-wrapper

Automates setup and configuration for frappe-mcp, enabling management of multiple Frappe projects with easy switching and binary downloads.

MCP-FileSystem

A Model Context Protocol server that gives AI assistants secure, sandboxed filesystem access with tools for reading, writing, searching, and managing files and directories.

RubinTrade

Rubin: self-custody DEX for crypto perpetuals & spot — trade, read positions, orders, balances from AI agents.

weather-mcp

Provides US weather alerts and forecasts via the National Weather Service API.

Drizzle MCP Server

Provides database schema management, query execution, and schema introspection through Drizzle ORM and drizzle-kit CLI tools, supporting SQLite and PostgreSQL.

mcp-snowflake-server-no-write-system-prompt

MCP server for snowflake that doesn't allow write operations under any circumstances, and includes a system prompt.

CoinStats MCP Server

MCP Server for the CoinStats API. Provides access to cryptocurrency market data, portfolio tracking, and news.

MCP App Workers Template

A production-ready template for building MCP servers on Cloudflare Workers that expose server-side tools with rich, interactive React-based UI widgets using the MCP Extensions Apps API.

actions-xyz-mcp

Extract structured action items from meeting transcripts and notes using the actions.xyz API

mcp-server-taiwan-aqi

Obter dados atuais e das últimas 24 horas das estações de monitoramento da qualidade do ar de Taiwan (R.O.C.).

Mailflow MCP

Provides OpenCode agents with controlled MCP tools to read, search, export attachments, and draft replies for Outlook emails, with approval workflows.

Pawgo MCP Server

Real-time pet travel data for AI assistants. Connect Claude, ChatGPT, or any MCP-compatible AI to Pawgo's database of airline pet policies and country import requirements.

Basic MCP Server

Servidor MCP usando SSE - pode ser hospedado remotamente (construído usando FastAPI, FastMCP, UV)

Freshdesk MCP Server

Enables fetching and searching Freshdesk tickets, including details like conversations, attachments, and custom fields, via natural language queries.

chronosync-mcp

Free, keyless MCP server for timezone conversion, world clock, DST-aware date arithmetic, and cross-timezone meeting scheduling using IANA timezones.