Discover Awesome MCP Servers

eurostat-mcp-suite

MCP server for Eurostat statistics, enabling seamless search, query, and analysis of over 8,900 EU datasets with support for SDMX, DuckDB SQL, NUTS regional filtering, and CSV export.

Data Product MCP

Enables AI agents to discover, request access to, and query data products in Data Mesh Manager, enforcing governance policies while retrieving business data from platforms like Snowflake and Databricks.

mcp-perf-tools

Provides performance analysis tools for AI agents, including JavaScript benchmarking, memory analysis, complexity estimation, bundle analysis, and load testing.

Jerrycan MCP

The AI-native Rust backend framework + generation platform. Help agents design, generate, verify and package complete backends.

Sequential Thinking MCP Server

Provides a sequentialthinking tool for dynamic, reflective problem-solving via chain-of-thought reasoning. Supports local Stdio and remote SSE deployment on Google Cloud Run.

polymarket-research

Read-only MCP server for investigating Polymarket wallets, markets, and cross-wallet patterns using 21 tools backed by public APIs and an optional SQLite cache.

universal-image-mcp

MCP server for multi-provider AI image generation (AWS Bedrock, OpenAI, Google Gemini) enabling image generation, transformation, and editing through a unified interface.

Thread Contract MCP Server

Thread Contract is a local runtime contract layer for AI coding-agent threads. It lets users pin explicit, thread-scoped rules without turning them into project policy or long-term memory.

Simple-Tool-Server-Fastapi

MCP server exposing basic utility functions like addition, current time, and word counting via FastAPI endpoints, designed for learning and extending toward MCP architecture.

mcp-voicevox-server

MCP server that synthesizes Claude Code responses into Japanese speech using VOICEVOX, enabling audible feedback during development.

google-scholar-labs-ajg-mcp

MCP server for AI agents to search Google Scholar Labs and filter results by AJG 2024 journal ratings, using local browser sessions and safe CAPTCHA handoff.

mcp-room

Enables Claude chats to communicate across machines or sessions via shared encrypted rooms, with tools to create, join, send, read, wait, search, and delete room messages.

go_serper_mcp_server

A Go-based MCP server that provides comprehensive access to the Serper Google Search API, including tools for images, news, maps, and scholar results. It also features a dedicated endpoint for scraping webpage content directly.

Tag Manager API MCP Server

An MCP Server that provides a conversational interface to Google Tag Manager API, allowing users to manage tags, triggers, variables, and containers through natural language.

python-mcp-as400

Enables AI assistants to securely interact with IBM i (AS/400) systems via ODBC, supporting SQL queries, CL commands, source code reading, compilation, and spoolfile analysis.

@trigv/mcp

Enables AI clients in Cursor, Claude Code, and VS Code to send notification events to your Trigv workspace.

conduit-openapi-mcp

Turns any OpenAPI/Swagger spec into an MCP server, generating one tool per endpoint with zero code.

porkbun-mcp

MCP server for Porkbun domains and DNS, enabling read-only and mutating operations with safety features like dry-run and write mode toggle.

FireConfigMCP

An MCP server that provides access to Firebase Remote Config, allowing clients to interact with and manage Firebase remote configuration settings through the Model Context Protocol.

Docker-MCPilotS

Enables AI agents to manage Docker containers through a secure MCP interface, supporting container lifecycle operations, log inspection, resource monitoring, and system diagnostics with role-based access control.

Unimus MCP Server

A read-only Model Context Protocol server that enables interaction with Unimus network configuration management system directly via LLMs, providing access to device data, backups, and configuration analysis.

douyin-favorites-mcp

MCP server that reads your personal Douyin favorites and collection folders via a logged-in browser session, providing tools to list and retrieve video/collection data for AI assistants.

MAGG

A meta-MCP server that manages and aggregates other MCP servers, enabling LLMs to dynamically extend their own capabilities by searching for, adding, and configuring tool servers.

MCP Jenkins Server

An integration tool that allows interaction with Jenkins CI/CD servers through a Model Context Protocol interface, enabling users to view server info, manage jobs, inspect builds, and trigger builds with parameters.

SwiftLens

MCP server that provides semantic-level analysis of Swift codebases to AI agents by integrating with Apple's SourceKit-LSP, enabling compiler-grade code understanding and cross-file navigation.

mcp-server-postgres

Enables AI assistants to query PostgreSQL, inspect schemas, and explain queries, designed for local and development databases with read-only safety by default.

opencode-session-context-mcp

Provides context from previous sessions to new OpenCode sessions for continuity in the same project.

OCI Kafka MCP Server

An AI-native control interface for OCI Streaming with Apache Kafka that enables LLM agents to securely manage Kafka clusters through structured tool execution with safety guardrails.

mcp-safe-fetch

A content fetcher that sanitizes, size-caps, and caches fetched content, protecting against injection attacks via the Model Context Protocol.

MCPGen

Generates safe-by-default MCP servers from OpenAPI specs, exposing only low-risk GET tools and blocking write operations.