MCP Servers

Deephaven MCP

★ 5

MCP servers for Deephaven to orchestrate data workers and power documentation Q&A with LLMs, enabling AI-driven data workflows.

SumUp

★ 5

Build card present and online payments solutions with SumUp.

Autodocument

★ 5

Automatically generates documentation for code repositories by analyzing directory structures and code files using the OpenRouter API.

jarp-mcp

★ 5

Java Archive Reader Protocol MCP server - Give AI agents X-ray vision into compiled Java code by decompiling JAR/WAR/EAR files and Maven/Gradle dependencies

SSH Server MCP

★ 5

An MCP server that provides SSH-based remote management tools, acting as proxy

Chronos Protocol

★ 5

A robust MCP server that eliminates temporal blindness in AI coding agents through intelligent time tracking, persistent memory, and complete session traceability.

Code Runner MCP

★ 5

Execute JavaScript and Python code in a secure sandbox. Supports Deno for JS/TS and Pyodide for Python, with configurable permissions.

MCP Utils

★ 5

A Python package with utilities and helpers for building MCP-compliant servers, often using Flask and Redis.

mcp2cli

★ 5

CLI bridge that wraps MCP servers as bash-invokable commands, recovering ~11K tokens of context window per session https://github.com/rodaddy/mcp2cli

Accordo MCP Server

★ 5

Provides dynamic YAML-driven workflow guidance for AI coding agents with structured development workflows, progression control, and decision points.

Sailor

★ 5

Generate and render Mermaid diagrams as images using LLMs.

Enrichment MCP Server

★ 5

Performs data enrichment on observables using third-party services via the security-cli Python package.

Hex MCP

★ 5

A server for listing, searching, running, and managing Hex projects.

Unison MCP Server

★ 5

An MCP server for the Unison language, allowing AI assistants to interact with the Unison Codebase Manager (UCM).

AWS CodePipeline MCP Server

★ 5

Integrates with AWS CodePipeline to manage continuous integration and delivery pipelines.

Dify MCP Server

★ 5

A TypeScript-based server that integrates the Dify AI application platform with the MCP Client.

Simple Loki MCP Server

★ 5

An MCP server for querying Loki logs via logcli.

iOS Device Control

★ 5

An MCP server to control iOS simulators and real devices, enabling AI assistant integration on macOS.

Zaim API

★ 5

A server template for interacting with APIs that require an API key, using the Zaim API as an example.

Tox Testing

★ 5

Executes tox commands to run Python tests with pytest. Requires the TOX_APP_DIR environment variable to be set.

JavaScript Sandbox

★ 5

Provides a secure JavaScript execution environment for running code snippets.

MCP Servers

★ 5

A collection of reference implementations for the Model Context Protocol (MCP), demonstrating how to give LLMs secure access to tools and data using Typescript and Python SDKs.

Auto API - YApi

★ 5

A tool to retrieve API interface information from YApi, with authentication configurable via environment variables.

gcf-proxy

★ 5

Drop-in MCP proxy that losslessly re-encodes JSON tool responses as GCF. 71% fewer tokens, 100% comprehension across 1,700+ LLM evaluations. Zero code changes.

PocketLantern

★ 5

Blocker-aware decision layer for AI coding agents. Adds source-linked, time-sensitive blockers to AI technical choices — breaking changes, EOLs, lock-in, pricing shifts, and migration risk.

Claude Code Guardian

★ 5

AI-Safe Code Analysis with 113+ MCP tools for guard validation, memory, workflow, and testing.

Flux Schnell MCP Server

★ 5

A text-to-image generation server using the Flux Schnell model.

MCP Docs Provider

★ 5

Provides documentation context to LLMs from local markdown files via MCP.

LLMling

★ 5

An MCP server with an LLMling backend that uses YAML files to configure LLM applications.

MagicPod

★ 5

A server for integrating with MagicPod, an AI-powered test automation platform.