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"Asgard" MCP server - public FOSS version

Overview

A modular web-http based MCP + webapp(uvicorn/fastAPI) + ollama agent stack written in python; Frontend/ Javascript placeholder written by LLMs*

Usage

After install activate a python virtual environment in the repository root, then open two terminals and run in one line for each in order:

python server.py
python chat_server.py

Afterwards, open localhost:8000 in browser to access the interface.

Related MCP server: MCP Server

Tooling and General Capabilities

The base tooling content of is bulky and still in development and testing; If using this app, you may simply exclude the unnecesarry libraries and remove the tool's code; It includes:

  • search_files

  • fetch_url

  • read_text_file

  • search_knowledge_base

  • embedImage

Footnotes

[*] - Provisional code;

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

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