Using Model Context Protocol (MCP) to build a local Slack thread searcher with Claude Desktop and a lightweight Python server.
Using Model Context Protocol (MCP) to build a local Slack thread searcher with Claude Desktop and a lightweight Python server.
A local, AI-powered Slack search interface that uses Model Context Protocol (MCP) to enhance Claude Desktop experience. This project helps you search and retrieve meaningful insights from Slack export logs, all locally and privately.
This project sets up a local MCP server (mcp_server.py) that parses Slack export logs and registers custom MCP resources for intelligent search. It integrates with Claude Desktop via a JSON config (claude_desktop_config.json), allowing you to query Slack data directly using natural language.
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{
"mcpServers": {
"search_slack": {
"command": "/bin/zsh",
"args": [
"-c",
"source /Users/yourname/path-to-project/.venv/bin/activate && python3 /Users/yourname/path-to-project/mcp_server.py"
],
"host": "127.0.0.1",
"port": 5000,
"timeout": 10000
}
}
}Configuration as documented by the project. Restart the client after saving.
Your assistant inside the workspace — read channels, search history, post messages and tame the noise.
Build a programmable telecommunications stack for connecting telephony services with the Internet via a cloud-based utility.
Due diligence on Canadian companies: registry status, sanctions and risk signals via Apify.
MCP (Model Context Protocol) server for advanced mathematics — linear algebra, vector math, symbolic computation, and calculus. Designed for use with Claude and other MCP-compatible LLMs.
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Place real phone calls, read transcripts, run a live interpreter and buy numbers.