MCP Servers

unreal-analyzer-mcp

ayeletstudioindia78

Unreal Engine 5 MCP server delivering deep source code analysis, class insights, and subsystem mapping for AI-powered code understanding.


Analyze Unreal Engine C++ class structures and inheritance
Visualize class hierarchy and relationships

Lambda-MCP-Server

mikegc-aws78

Serverless MCP tool server with streaming HTTP for real-time model interactions.


Build serverless MCP tools with AWS Lambda
Enable real-time streaming HTTP communication for MCP clients

mcp-shell-server

tumf78

Secure MCP server for executing whitelisted shell commands with stdin support and output control.


Execute whitelisted shell commands remotely via MCP
Pass stdin input to shell commands securely

mcp-server-bigquery

LucasHild77

MCP server enabling LLMs to query and explore BigQuery databases with SQL execution and schema inspection.


Execute SQL queries on BigQuery from LLMs
Inspect BigQuery database schemas dynamically

jadx-mcp-server

zinja-coder77

Automated MCP server for Android APK analysis and reverse engineering with LLMs.


Analyze Android APKs for security vulnerabilities using LLMs
Parse and extract Android manifest data automatically

solana-mcp

sendaifun77

MCP server enabling AI agents to interact with Solana blockchain seamlessly.


Execute Solana blockchain transactions via AI agents
Query Solana account information programmatically

mcp-server-langfuse

langfuse76

MCP server for managing and accessing Langfuse prompts via protocol.


List all available Langfuse prompts with pagination support
Retrieve prompt names and their required arguments

discordmcp

v-376

MCP server enabling LLMs to read and send messages in Discord channels securely.


Send automated messages to Discord channels via LLMs
Read recent Discord channel messages for context-aware responses

LarkAgentX

cv-cat75

LarkAgentX: AI agent server enabling seamless Lark function calls via MCP.


Enable AI-driven function calls within Lark messaging platform
Automatically handle and respond to Lark messages via MCP

mcp-server-deep-research

reading-plus-ai75

MCP server for comprehensive, structured deep research and report generation.


Generate comprehensive research reports from complex questions
Expand and clarify research questions for deeper insight

browser-mcp

djyde75

Browser extension MCP server enabling real-time browser interaction and control.


Extract markdown content from the current browser page
Apply custom CSS styles to modify page appearance

mcp-server-llamacloud

run-llama74

TypeScript MCP server connecting to multiple managed LlamaCloud indexes with auto-generated query tools for each index.


Query multiple managed LlamaCloud indexes simultaneously
Integrate LlamaCloud data into AI workflows

opik-mcp

comet-ml74

Opik MCP server enabling seamless IDE integration and unified project context access.


Integrate Opik platform features directly into IDEs
Access and manage AI prompts within development environments

ai-image-gen-mcp

mikeyny74

MCP server generating images from text prompts using Replicate's flux-schnell model.


Generate images from natural language text prompts
Customize image resolution, aspect ratio, and quality

mcp-summarizer

0xshellming74

AI-powered MCP server for universal content summarization with Gemini 1.5 Pro.


Generate concise summaries from lengthy PDF documents
Summarize web page content for quick reading