MCP servers

pactly-mcp-server

fiddler

Pactly MCP Server provides a robust framework for managing model contexts in distributed systems. Key features include seamless integration, real-time data synchronization, and support for multiple protocols. Its advantages include enhanced scalability, improved collaboration, and reduced latency for model-driven applications.

SymbolTracker-MCP

Reiter-Digital

A custom MCP (Model Context Protocol) server that allows Claude/Windsurf to query structured, real-time documentation about a codebase. The goal is to reduce hallucinations in AI-generated code by providing accurate, up-to-date metadata about the project being edited.

Minecraft-1.8.9-MCP-OptiFineM5

OpticsValleyMC

A modified MCP server for Minecraft 1.8.9 with Optifine M5 and reduced file size.

Jentic

jentic

Jentic MCP empowers developers to discover and integrate external APIs and workflows rapidly—without the need to write or maintain any API-specific code. By leveraging the MCP protocol and Jentic’s agentic runtime, developers can: - Search for APIs and workflows by capability, not by vendor or implementation. - Instantly generate integration code samples that are agnostic to specific API details. - Avoid boilerplate and reduce maintenance by relying on standardized, declarative integration.

notebookllm_mcp

Yasirrazaa

A Model Context Protocol server for working with Jupyter Notebooks (.ipynb files) in a way that is efficient for Large Language Models (LLMs). It converts notebooks to a simplified plain text format to reduce token usage and cost, and can convert them back.

mcp-context-template

currenjin

🪱 MCP Context Template is a repository designed to centrally manage AI tools (MCP) to reduce context sharing costs and improve development productivity.

CodeCompass

alvinveroy

CodeCompass: AI-powered Node.js MCP server for Git repository analysis. Uses Qdrant & Ollama to index code/docs, delivering context-aware LLM prompts for Claude, Cursor, VSCode. Streamline coding, reduce errors, and gain insights. Install via npx. MIT-licensed, open-source.

Eco-Collect

ashwinsdk

Eco-Collect is a unified platform connecting Municipal Collection Points (MCPs) with waste pickup partners to optimize recycling workflows and reduce landfill waste.

memory-bank-loader-mcp

abeyuya

This is an MCP server for retrieving all files in the memory-bank directory at once. Its purpose is to reduce AI tool invocation frequency and save costs when loading memory-bank.

cursor-portal

AdithyanI

This project is designed to serve as a single, unified backend driver for all your marketing and creative content needs, leveraging the Model Context Protocol (MCP) to seamlessly connect to various tools. Our goal is to reduce context switching and simplify automation across writing, publishing, and creative tasks.

mcp-facade-generator

James-Zou

Generate the MCP protocol processing class with one click based on the existing service methods to reduce the learning cost.

Charly Memory Cache

ibproduct

Caches data between language model queries to optimize token consumption and reduce costs in AI interactions.

WebPerfect (Optimize Images)

splendasucks

Optimizes web images through advanced processing techniques to reduce file sizes while maintaining quality for improved website performance.