Discover Awesome MCP Servers

modforge

Provides deterministic, audit-chain-backed Minecraft symbol migration and version-truth queries over MCP for AI assistants, enabling grounded rename resolution and API diffs without hallucination.

GiljoAI MCP

A passive context server that stores product knowledge, generates structured prompts, and coordinates multi-agent workflows via the Model Context Protocol, enabling AI coding tools to share a full picture of the product.

mcp-app

Fetches public GitHub repositories and uses an LLM to generate a json-render UI specification.

multi-cloud-llm-platform

Exposes multiple LLM providers (AWS Bedrock, OpenAI, Google Gemini, local Ollama) as MCP tools with automatic routing by task type and Prometheus metrics, enabling any MCP-compatible client to generate text, route prompts, and list providers.

Jira MCP Server

Enables MCP clients to interact with Jira for managing tasks, including fetching assigned issues and creating new tasks. It supports retrieving detailed task information and filtering by project or status using the Jira API.

slide-review-mcp

Local MCP server for collecting visual review feedback from a live local HTTP preview target. It serves a browser Review UI, stores region annotations, and exposes finalized review sessions to agents through MCP tools.

pickuppatrol-mcp

An MCP server for PickUp Patrol that lets you read and change children's school dismissal plans, including weekly defaults, one-off date changes, and school dismissal options.

MCP Trenitalia

An MCP server for real-time Italian railway data, enabling natural language queries about train schedules, delays, departures, arrivals, and live tracking via the Viaggiatreno API.

feishu-demand-mcp

A self-hosted MCP server for managing a Feishu (Lark) demand pool and archiving daily reports. It exposes tools to list, get, create, update demands, and archive daily reports.

constellation1-mcp-server

Enables LLMs to access Constellation 1 real estate data APIs for property searches, agent research, and market analytics through RESO standardized interfaces.

MCP Help Article Server

MCP server that serves help articles to tenants with tenant isolation, enabling AI to search and retrieve tenant-specific content.

mcp-weather-israel-playwright

Enables LLMs to fetch live weather forecasts for Israeli cities by controlling a Chromium browser to scrape weather data from weather2day.co.il.

Weather-Prediction MCP Server

A weather MCP server that provides current conditions, forecasts, and prediction tools (umbrella, travel recommendations) so agents can answer natural-language weather questions.

Jupiter MCP Server

Agent-ready MCP server providing access to Jupiter's DeFi API, with tools mapped 1:1 to real endpoints for crypto operations. Hosted free, no auth required.

mcp-server

A thin TypeScript MCP server that exposes engineering tools (Bitbucket, Jira, Confluence, ArgoCD) to MCP-compatible editors via a single API key per developer, delegating all service interactions to an internal backend.

agent-browser-mcp

An MCP server that provides browser automation capabilities, enabling LLMs to control a web browser for navigation, interaction, and data extraction.

mcp-gdocs

MCP server for Google Docs, Google Drive, and Comments with flexible authentication, enabling document management, editing, formatting, commenting, and drive operations.

groq-docs-mcp

Enables users to search Groq's API documentation using natural language queries through an MCP-compatible interface.

IBAMA Embargos

This MCP server enables users to issue IBAMA environmental embargo certificates (negative certificates) for individuals or companies using CPF or CNPJ, with a read-only tool and prepaid credits.

Swagger API MCP Server

A server that fetches and parses Swagger/OpenAPI documentation from specified URLs, supporting multiple transport methods like stdio, HTTP, and SSE.

Neo4j MCP

Enables LLMs to interact with Neo4j graph databases using natural language to execute Cypher queries and introspect database schemas. It supports both read and write operations for local, Docker, and cloud-based instances like Neo4j Aura.

PiQrypt MCP Server

Enables AI agents to sign decisions with post-quantum cryptographic proofs and maintain secure audit trails for compliance. It provides tools for stamping events, verifying chain integrity, and exporting audit data across industries like finance and healthcare.

oracle-eim-dq

Enables governed, read-only EIM data-quality checks against Oracle On-Prem and ATP by loading ACTIVE rules and running approved aggregate SQL to produce Markdown reports.

Local Power Automate MCP Server

A self-hosted MCP server that enables AI assistants to inspect and manage Microsoft Power Automate cloud flows and Dataverse records locally, using your own Azure identity.

Amadeus MCP Server

Enables natural language search for flights, hotels, tours, and city information via the Amadeus Travel API, with automatic USD currency conversion.

instagram-mcp

An MCP server for the official Instagram Graph API, enabling read, publish, comment, and analytics across Instagram Business/Creator accounts.

Cookidoo MCP Server

Lets Claude read recipes from your Cookidoo account and create TM7-optimized custom recipes with guided-cooking annotations, quality scoring, and automatic rollback on upload failure.

mavlink-mcp

Connects AI agents to MAVLink drones (PX4, ArduPilot) via a capability layer with safety guardrails, enabling telemetry, flight control, and mission management through natural language.

AppSignal MCP

Enables AI assistants to query and fetch error and performance monitoring data from AppSignal through the Model Context Protocol. Supports searching and retrieving detailed information about application errors and performance samples with flexible filtering options.

AgentForce Reliable Server

Reliable MCP-compliant Agentforce API server with fallback modes