Developer Tools MCP Servers

Clever Demo

Exposes Clever Cloud's tools for use within an MCP client.

MarkItDown

Converts various file formats to Markdown using the MarkItDown utility.

Knife4j

Converts OpenAPI documentation to Markdown format for LLM accessibility.

LLMs

Exposes project-specific `llms.txt` files as resources for AI context enhancement via the Model Context Protocol.

MongoDB

Enables AI assistants to perform comprehensive MongoDB database operations through a standardized Model Context Protocol interface.

Merge Request Summarizer

Automates the generation of comprehensive merge request summaries from git logs, categorizing changes and providing structured descriptions.

Knowledge Graph

Manages, analyzes, and visualizes knowledge graphs, seamlessly integrating with MCP-compatible AI assistants.

Discord Extended

Provides comprehensive tools for managing Discord servers, including roles, channels, members, messages, and permissions through the Model Context Protocol.

Refrag

Optimize retrieval-augmented generation systems through advanced LLM-powered methods, improving precision, reducing context size, and maintaining fast performance.

E2E Test

Automates the generation and execution of end-to-end tests for web applications using AI assistants.

Rival

Access comprehensive AI model comparison data from rival.tips within your AI coding assistant.

ChartPane

Renders interactive Chart.js data visualizations directly within AI assistant interfaces and other MCP-compatible clients.

Kaggle

Integrates Kaggle's comprehensive API into a Model Context Protocol server, enabling extensive interaction with competitions, datasets, kernels, models, and discussions.

AI Image Generator

Generates AI images directly within Claude conversations using simple text prompts.

LDPlayer

Transforms the LDPlayer Android emulator into a powerful pentesting workstation, enabling AI assistants to control emulators and execute security assessments.

Gnosys

Equips AI agents with persistent, versioned memory capabilities that span sessions and projects.

CognOS Session Memory

Verifies and injects high-confidence context into LLM sessions to prevent fragmentation and improve continuity.

SiteProof

Integrate AI agents like Claude and ChatGPT with Deveras scanners for WCAG accessibility, AI Engine Optimization, and AI agent security analysis.

Magic PDF

Provides a comprehensive suite of tools for creating, converting, manipulating, and managing PDF documents through an MCP server.

Bitbucket Enterprise

Integrate AI coding assistants with Bitbucket, providing secure access and administrative controls to repositories, pull requests, and pipelines.