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From Slack Logs to Smart Search — Powered by MCP and Claude Desktop

Using Model Context Protocol (MCP) to build a local Slack thread searcher with Claude Desktop and a lightweight Python server.

Zotero MCP Server

Implementation of a Zotero MCP server to connect my local Zotero library to the 5ire chat interface.

🤖 MCP Server Examples with AutoGen

This repository demonstrates how to use AutoGen to integrate local and remote MCP (Model Context Protocol) servers. It showcases a local math tool (math_server.py) using Stdio and a remote Apify tool

Rag chatbot with a localhost MCP server

Building an Rag-based HR chatbot for providing rules in workplace with MCP server

🧠 MCP Server: Local AI Tooling with Python

An MCP server that reads a CSV file.

aranet4-mcp-server

SImple MCP server to manage your aranet4 device and local db.

RDF Explorer v1.0.0

A Model Context Protocol (MCP) server that provides conversational interface for the exploration and analysis of RDF (Turtle) based Knowledge Graph in Local File mode or SPARQL Endpoint mode.

Web3 Research MCP

Deep Research for crypto - free & fully local

mcp-md-vector-search

A lightweight MCP server implementation that leverages PGLite and pgvector to perform efficient similarity searches on local Markdown documents using the Model Context Protocol (MCP).

ClaudeLocalMCP.js

自己為 Claude 寫本地端 MCP Server (JavaScript版) 很簡單，有手就行😁

MCP Client-Server Sandbox for LLM Augmentation

Complete sandbox for augmenting LLM inference (local or cloud) with MCP Client-Server. Low friction testbed for MCP Server validation and agentic evaluation.

MLX Whisper MCP Server

Local MCP server for MLX Whisper transcription

MCP-server-using-python

We are building a local MCP server called mix_server ,a working connection to claude for desktop so you can talk to your tools thorugh natural language.

📚 PDF Reader MCP

An MCP server built with Node.js/TypeScript that allows AI agents to securely read PDF files (local or URL) and extract text, metadata, or page counts. Uses pdf-parse.

mcp-deep-research

An mcp server designed for local-deployed deep research.

🧠 mcp_server-client_EAG-S-4 - Local Setup

MCP Analyst

MCP Analyst is an MCP server that empowers claude to analyze local CSV or Parquet files.

Unity MCP Package

An enhanced Unity package to communicate with a local MCP Client via a Python server, with extended material, particle, lighting, UI and physics features.

🔍 🤖 🌐 Ollama Chat with MCP

This app demonstrates use of MCP server and client in a local model chat via Ollama that incorporates web search via Serper.

PDF Reader MCP Server (@shtse8/pdf-reader-mcp)

An MCP server built with Node.js/TypeScript that allows AI agents to securely read PDF files (local or URL) and extract text, metadata, or page counts. Uses pdf-parse.

DiffuGen - Advanced Local Image Generator with MCP Integration

DiffuGen is a powerful yet user-friendly interface for local\edge image generation. Built on the Model Control Protocol (MCP), it provides a seamless way to interact with various Stable Diffusion mode

Safe Local Python Executor

Stdio MCP Server wrapping custom Python runtime (LocalPythonExecutor) from Hugging Faces' `smolagents` framework. The runtime combines the ease of setup (compared to docker, VM, cloud runtimes) while

Brave Search MCP/SSE Server

Stream Brave Search (web & local) results via a Model Context Protocol (MCP) / Server-Sent Events (SSE) interface. Acts as a centralized, observable tool provider for AI models, deployable via Docker

habitat

This is a set of collaborating components which together make it easy to manage, develop, use and migrate MCP servers both locally and on the net.