MCP servers
146 servers that let your AI assistant read data and take actions in the tools you use.
a scalable, secure framework for AI agents to interact with external systems, perform complex multi-agent workflows, and manage asynchronous operations.
yop-mcp-server
im47cn
yop-mcp-server is a Java project developed using Roo Code, designed to facilitate Model Context Protocol operations. It offers streamlined integration and efficient handling of model contexts, improving development speed and reducing complexity for developers.
adaptive_mcp_server
quanticsoul4772
The Adaptive MCP Server is an AI reasoning system that combines multiple strategies for solving complex questions. It features real-time research integration, comprehensive validation, and supports various reasoning approaches, providing accurate and intelligent solutions with high confidence scores.
mcp-patterns
jnorrid
A series of implementations, progressing from from trivial/single-machine, to more complex/distributed, for showcasing Model Context Protocol (MCP) patterns.
mcp-sequential-thinking
waltagan
Implementação do MCP Sequential Thinking para melhorar o raciocínio sequencial em tarefas complexas
n8n-MCP-with-Docker-
SheikhSahil-SDE
The mCP model allows AI agents to connect seamlessly to tools and APIs without the hassle of complex integrations. By the end of the video, you'll have set up n8n with mCP, allowing dynamic tool execution and automated web searches/scraping.
z3-solver-mcp-server
dsouflis
A Model Context Protocol (MCP) server that provides SMT (Satisfiability Modulo Theories) solving capabilities using the Z3 theorem prover. This server allows Claude and other MCP clients to solve complex constraint satisfaction problems, mathematical equations, logic puzzles, and optimization problems.
Intelligent MCP Server for step-by-step analysis and solving complex problems with support for three operating modes
chatExcel-mcp
Lillard01
chatExcel chatExcel is an Excel intelligent processing and data analysis server based on the Model Context Protocol (MCP), designed specifically for intelligent parsing of Excel files, data processing, code execution, and interactive chart generation. It supports complex Excel format processing, intelligent parameter recommendation, code template generation, and advanced data visualization.
workflows-mcp
FiveOhhWon
Workflows-mcp enables LLMs to execute complex tasks with structured workflows and cognitive actions.
mcp-chrome
hangwin
Chrome MCP Server is a Chrome extension-based Model Context Protocol (MCP) server that exposes your Chrome browser functionality to AI assistants like Claude, enabling complex browser automation, content analysis, and semantic search.
dolibarr-mcp
hrishi2814
An intelligent AI agent designed to streamline Dolibarr ERP operations. It automates invoice processing from documents and provides conversational data retrieval using a powerful LLM and custom Model Context Protocol (MCP) tools. This project transforms complex ERP workflows into simple, automated interactions.
aurite-agents
Aurite-ai
Aurite Agents is a Python framework designed for building and orchestrating AI agents. These agents can interact with a variety of external tools, prompts, and resources through the Model Context Protocol (MCP), enabling them to perform complex tasks.
python-to-typescript-assistant
glassBead-tc
MCP server to assist models with porting complex Python projects to TypeScript
pydantic-ai-researcher
ibagur
pydantic-ai-researcher is a research system that orchestrates an asynchronous loop between two specialized agents: a research agent and an evaluator agent. The research agent answers complex queries using external MCP servers, while the evaluator agent assesses and refines these answers, iterating until a satisfactory response is attained.
deploystack
deploystackio
Deploy MCP servers without the hassle. Purpose-built CI/CD platform that eliminates the technical complexity of MCP server deployment, credential management, and production scaling.
phone-a-friend-mcp-server
abhishekbhakat
An AI consultation system enabling complex problem-solving via external AI.
AI-Agent-Zxc
Study944
README Implementing model invocation, RAG (Retrieval-Augmented Generation), ToolCalling, and MCP (Model Control Protocol) based on the SpringAI framework to create an intelligent agent capable of solving complex problems and autonomously calling tools.
PDB-MCP-Server
Augmented-Nature
A Model Context Protocol (MCP) server that provides access to the Protein Data Bank (PDB) - the worldwide repository of information about the 3D structures of proteins, nucleic acids, and complex assemblies.
Augmented-Nature-PDB-MCP-Server
Augmented-Nature
A Model Context Protocol (MCP) server that provides access to the Protein Data Bank (PDB) - the worldwide repository of information about the 3D structures of proteins, nucleic acids, and complex assemblies.
nexent
ModelEngine-Group
Nexent is an open-source agent SDK and platform that transforms natural language describing processes into complete multimodal services—without the need for orchestration or complex drag-and-drop. Built on the MCP (Model-Configuration-Process) tool ecosystem, Nexent offers flexible model integration, scalable data processing, and robust knowledge base management. Our goal is simple: to integrate data, models, and tools into an intelligent hub, enabling anyone to easily incorporate Nexent into their projects, making everyday workflows smarter and more interconnected.
remote-mcp-ssojet
ssojet
This MCP provides developers with programmatic access to SSOJet's enterprise SSO capabilities, allowing applications to authenticate users and manage authorization through any supported identity provider without the complexity of building custom SSO integrations.