Proof-of-concept examples for Multi-Component Processes (MCPs)

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Proof-of-concept examples for Multi-Component Processes (MCPs)

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Why this server?
Demonstrates common security vulnerabilities in MCPs like SQL injection and arbitrary code execution, making it an interesting (and important) proof of concept.
Insecure MCP Demo
kenhuangus
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security
F
license
-
quality
A deliberately vulnerable MCP server that allows clients to interact with a database for educational purposes, demonstrating security vulnerabilities including SQL injection, arbitrary code execution, and sensitive data exposure.
Last updated -
3
Python
Why this server?
A simple server that provides basic arithmetic operations. Useful for illustrating how an LLM can interact with external tools.
MCP Calculator Server
githubpradeep
A
security
F
license
A
quality
A simple Model Context Protocol server that provides basic arithmetic operations (addition, subtraction, multiplication, division) as tools that can be called by Large Language Models.
Last updated -
4
JavaScript
Why this server?
Illustrates how AI assistants can aid in code architecture, screenshot analysis, and code review within a development environment.
AI Development Assistant MCP Server
yeakub108
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security
A
license
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quality
A Cursor-compatible toolkit that provides intelligent coding assistance through custom AI tools for code architecture planning, screenshot analysis, code review, and file reading capabilities.
Last updated -
645
2
TypeScript
MIT License
Why this server?
Demonstrates how AI assistants can manipulate Microsoft Word documents, showcasing document generation and editing capabilities.
Office Word MCP Server
GongRzhe
A
security
A
license
A
quality
A Model Context Protocol server that enables AI assistants to create, read, edit, and format Microsoft Word documents through standardized tools and resources.
Last updated -
16
259
Python
MIT License
Why this server?
Enables Claude to interact with Ethereum nodes, allowing users to check ENS token balances, view smart contract code, and decode transactions through natural language – a complex but interesting use case.
Veri5ight MCP Server
5ajaki
A
security
A
license
A
quality
Enables Claude to interact with Ethereum nodes, allowing users to check ENS token balances, view smart contract code, and decode transactions through natural language.
Last updated -
5
1
JavaScript
MIT License
Why this server?
Demonstrates Retrieval Augmented Generation (RAG) implementation, a popular method of improving LLM response quality.
mcp-ragdocs
hannesrudolph
A
security
A
license
A
quality
An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context
Last updated -
7
62
81
TypeScript
MIT License
Why this server?
Shows how LLMs can be used to generate visualizations, specifically mermaid.js diagrams, programmatically.
Mermaid MCP Server
longjianjiang
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security
A
license
-
quality
A server that implements the Model Context Protocol (MCP), providing an interface for LLM applications to generate mermaid.js visualizations and diagrams.
Last updated -
Python
MIT License
Why this server?
Allows for safe execution of Python code, which is a key function for many AI-powered applications.
MCP Sandbox
JohanLi233
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security
A
license
-
quality
An interactive Python code execution tool that allows users and LLMs to safely execute Python code and install packages in isolated Docker containers.
Last updated -
13
Python
Apache 2.0
Why this server?
Enables managing GitHub notifications using natural language. Demonstrates practical application of LLMs to a common task.
GitHub Notifications MCP Server
mcollina
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security
A
license
-
quality
An MCP server that enables AI assistants like Claude to help users manage their GitHub notifications through natural language commands.
Last updated -
55
11
TypeScript
MIT License
Why this server?
Enables web browser automation via LLMs, opening up many possibilities for web scraping and interaction.
Playwright MCP Server
pvinis
A
security
A
license
A
quality
A Model Context Protocol server that enables LLMs to interact with web pages, take screenshots, generate test code, scrape web pages, and execute JavaScript in a real browser environment.
Last updated -
29
10
1
TypeScript
MIT License