Awesome MCP Servers

Put performance and error data directly in the hands of your AI assistant.

A CLI template for quickly bootstrapping an MCP server with FastMCP, supporting both stdio and HTTP transport.

Generate images using the Templated.io API. Requires a Templated.io API key.

An MCP server for querying distributed tracing data from Grafana Tempo.

An official MCP server for Tencent Cloud Code Analysis (TCA) to quickly start code analysis and obtain reports.

Execute commands on local or remote hosts via SSH. Supports session persistence and environment variables.

A command-line tool that acts as an MCP server to interact with Terraform environments.

Integrates with Terraform Registry APIs for Infrastructure as Code development, supporting provider and module discovery.

An MCP server for interacting with the Terraform Registry API. It allows querying for providers, resources, modules, and supports Terraform Cloud operations.

Terragrunt documentation always up to date.

Execute Terraform commands locally in a secure, containerized environment. Features LSP integration for intelligent Terraform development.

An LLM-powered server for automating unit, integration, E2E, and API tests.

Generates Vitest test code from JSON specifications using boundary value analysis and equivalence partitioning.

A sample MCP server implemented in Node.js for development and testing purposes.

Integrate Testomat.io API with AI assistants for test management.

A server for Testplane that enables LLMs to interact with web applications.

Interact with TestRail's core entities such as test cases, runs, and results using a standardized protocol.

Interact with TestRail to manage test cases, projects, suites, and runs directly from your AI chat client.

A server for text classification using static embeddings from Model2Vec, supporting multiple transports like stdio and HTTP/SSE.

MCP server for text-to-graphql, integrates with Claude Desktop and Cursor.

A multi-paradigm simulation engine for Discrete-Event and System Dynamics, enabling natural language-based simulations via MCP.

Extracts text and performs OCR on various documents like IDs and invoices, with support for Markdown conversion.

Read/write to over 2k blockchains, enabling data querying, contract analysis/deployment, and transaction execution, powered by Thirdweb.

A VS Code extension to connect and interact with Siemens TIA Portal projects directly from the editor.

An MCP server for accessing tidymodels GitHub information and generating code.

Count tokens using OpenAI's tiktoken library.

An MCP server for the Tinyman protocol on the Algorand blockchain, offering tools for swaps, liquidity provision, and pool management.

Analyze TLS certificates using OpenSSL and zlint.

Provides persistent shell execution through tmux sessions.

Provides persistent shell execution through tmux sessions.

An MCP server for managing application context using the Togello API.