Awesome MCP Servers

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

Access financial market data: realtime & historical stock, ETF, options, forex, crypto, commodities, fundamentals, technical indicators, & more

Graph-based long-term memory skill for AI (LLM) coding agents — faster context, fewer tokens, safer refactors

Manage DDEV projects, enabling LLM applications to interact with local development environments through the MCP protocol.

Enable your code gen agents to create & run 0-config end-to-end tests against new code changes in remote browsers via the Debugg AI testing platform.

A development tool for real-time debugging, code quality monitoring, and AI insights for React/Next.js applications.

MCP server exposing .NET debugging as 34 AI-accessible tools via ICorDebug APIs — breakpoints, stepping, inspection, exception autopsy, and code analysis.

A natural language interface for biological activities analysis using the decoupler tool.

The deepest Android Debug Bridge MCP server — 147 tools from UI to baseband.

Performs complementary code analysis by combining Claude Code and Google's Gemini AI.

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

Provides a full suite of AI tools via DeepInfra’s OpenAI-compatible API, including image generation, text processing, embeddings, and speech recognition.

Optimize any site for AI search: get DeepRank methodology, optimization steps, and suggestions (llms.txt, JSON-LD, audit checklist) so your AI assistant can implement AI visibility in the repo.

Enhance Claude's reasoning capabilities by integrating DeepSeek's advanced engine.

An MCP server for the DeepSeek API, providing code review, file management, and account management.

A server for code generation and completion using the DeepSeek API.

Provides Deepseek's reasoning capabilities to AI clients, supporting both the Deepseek API and local Ollama server modes.

Combines DeepSeek's reasoning capabilities with Claude 3.5 Sonnet's response generation through OpenRouter.

Enables IDEs like Cursor and Windsurf to analyze large codebases using Gemini's 1M context window.

Remote, no-auth MCP server providing AI-powered codebase context and answers

Transforms linear AI reasoning into structured, auditable thought graphs, enabling language models to externalize their reasoning process as a directed acyclic graph (DAG).

A Model Context Protocol server that provides access to the connpass users API v2, utilizing Gemini for grounding.

A Model Context Protocol (MCP) server for DeployHQ that enables AI assistants like Claude Desktop and Claude Code to interact with your DeployHQ deployments.

Code dependency graph and AI context engine. 10 MCP tools that give Claude, Cursor, and any MCP client full codebase context — impact analysis, dependency tracing, architecture summaries, and interactive arc diagram visualization. Supports TypeScript, JavaScript, Python, and Go.

An MCP server and OpenAI function calling service for interacting with the Deriv API.

An MCP server for accessing and managing design system documentation from a GitHub repository.

Agentic debugger

Finds relevant code snippets, developer articles, and blog posts based on your queries.

Manage DevContainer environments using natural language prompts in any MCP-compatible editor.

Integrates with the devcontainers CLI to manage development containers. Requires Docker.

Provides developers with continuous, project-centric context awareness. Requires a TursoDB database.

Turn your favourite AI tool into a feature management assistant. DevCycle's MCP works with your favourite coding assistant so you can create and monitor feature flags using natural language right in your workflow.