MCP Servers
Open Source MCP Servers for Scientific Research
Directory
Search MCP Servers
Dynatrace MCP Server
An MCP server for the Dynatrace observability platform.
Roam Research MCP Server
Integrates with Roam Research to enable searching, creating, and manipulating graph content for automated note-taking and intelligent information retrieval.
MCP2Lambda
Enables LLMs to interact with AWS Lambda functions, providing access to private resources, AWS services, and Lambda's capabilities for data processing and…
Radare2
Provides direct access to radare2's binary analysis framework for reverse engineering, malware analysis, and debugging through a simple stdin/stdout…
Azure CLI
Enables direct management of Azure resources through the Azure CLI, allowing users to list resources, fix configuration issues, and create new services using…
CodeQL
Bridges to the CodeQL static analysis engine for identifying security vulnerabilities and quality issues in codebases through structured query evaluation and…
Appwrite MCP server
Interact with the Appwrite API to manage databases, users, storage, and more. Requires configuration via environment variables.
YepCode
Execute any LLM-generated code in the [YepCode](https://yepcode.io) secure and scalable sandbox environment and create your own MCP tools using JavaScript or…
Redis Cloud API MCP Server
# Redis Cloud API MCP Server Model Context Protocol (MCP) is a standardized protocol for managing context between large language models (LLMs) and external…
Bitbucket
Integrates with Bitbucket's API to streamline pull request workflows, enabling efficient code reviews and automated PR management.
Gainium
Docker Compose stack for deploying the Gainium trading platform, including microservices, databases, and frontend applications for local development and…
Gitlab Mcp Server
Model Context Protocol (MCP) server for GitLab — exposes 1006 GitLab REST & GraphQL API operations as MCP tools (28 meta-tools / 43 enterprise), 24 resources…
Shell Command
Secure shell command execution server that allows running system commands in a controlled environment through an allowlist system, returning results in YAML…
Azure API Management Gateway with Entra ID Authentication
Secures remote AI servers using Azure API Management as a gateway with Microsoft Entra ID authentication, enabling enterprise-grade access control for…
Alibaba Cloud Edge Security Acceleration
Provides a bridge to Alibaba Cloud's Edge Security Acceleration service for managing edge routines, deployments, routes, and sites through authenticated API…
LaunchDarkly's Model Context Protocol (MCP) Server
Manage LaunchDarkly feature flags from your AI coding agent
Debug Adapter Protocol (DAP)
Bridges debugging tools with AI systems through the Debug Adapter Protocol, enabling debugger control, breakpoint management, and program state inspection with…
sentry-selfhosted-mcp
A Model Context Protocol (MCP) server designed for interacting with self-hosted Sentry instances. It provides tools to retrieve information and perform actions…
Gemini Thinking
Integrates with Google's Gemini API to provide analytical thinking capabilities for complex problem-solving, codebase analysis, and architectural…
Style Guidelines
Integrates with development tools to enforce consistent coding standards by managing and serving programming guidelines and rules across projects.
Unichat (TS)
Integrates multiple language models via the unified Unichat tool, enabling seamless interaction across OpenAI, MistralAI, Anthropic, xAI, and Google AI…
Dify Workflow
Integrates with Dify to enable text generation, data analysis, and conversational flow management through Dify's API, streamlining AI-powered application…
Figma Context
Bridges AI systems with Figma design platform, transforming complex API responses into structured design information for easier understanding of layout…