pi-agent-dashboard
★ 329
vs
fastapi_mcp
★ 12.0k
pi-agent-dashboard vs fastapi_mcp
pi-agent-dashboard: PI Dashboard is a browser dashboard for the pi coding agent that spawns parallel sessions, mirrors reasoning live and attaches OpenSpec changes. It ships as an npm package, an Electron desktop app and a Docker image, and only works with pi.; fastapi_mcp: FastAPI-MCP allows you to expose your existing FastAPI endpoints as Model Context Protocol (MCP) tools. It offers native integration with FastAPI, including built-in authentication using existing dependencies, and preserves schemas and documentation.
01
TL;DR
pi-agent-dashboardDev Tooling · ★ 329
Run and watch several pi agent sessions from one browser tab
fastapi_mcpDev Tooling · ★ 12.0k
When to choose:
- You already have a FastAPI application and want to expose its endpoints as MCP tools while reusing your existing FastAPI authentication dependencies and Swagger schemas.
- You want to mount the MCP server directly onto your ASGI app or deploy it separately under an MIT license.
When to skip:
- You are building a standalone MCP server from scratch rather than wrapping a FastAPI app; use FastMCP or the official MCP Python SDK.
- You need an actively updated repository (last push was November 2025).
02
Side-by-Side Comparison
Field
pi-agent-dashboardfastapi_mcpCategory
Dev Tooling
Dev Tooling
Stars
★ 329
★ 12.0k
License
MIT
MIT
Install Command
npm install -g @blackbelt-technology/pi-agent-dashboard && pi-dashboard
uv add fastapi-mcp
Updated
1d ago
11mo ago
Open Source
Yes
Yes
Tags
pi, coding-agent, dashboard
FastAPI, MCP, Python
03
Features
pi-agent-dashboard01Sessions grouped by folder, branch and OpenSpec change with live token spend
02Live chat mirroring and interactive ask_user prompts
03Electron app with a setup wizard that installs pi for you
04Optional zrok tunnel for access from a phone
fastapi_mcp01Authentication built in, using your existing FastAPI dependencies!
02FastAPI-native: Not just another OpenAPI -> MCP converter
03Zero/Minimal configuration required
04Preserving schemas of your request models and response models
05Flexible deployment - Mount your MCP server to the same app, or deploy separately
04
Use Cases
pi-agent-dashboard↳Run and watch several pi agent sessions from one browser tab
↳Check on a long-running agent from your phone
↳Drive OpenSpec changes through pi sessions
fastapi_mcp↳Integrating FastAPI services as tools for large language models (LLMs) that support MCP.
↳Enabling LLMs to interact with and utilize existing business logic and data exposed via FastAPI.
↳Quickly exposing authenticated FastAPI APIs as discoverable and usable tools within an MCP ecosystem.
05
Best For
pi-agent-dashboard—
fastapi_mcpMost PopularEssential
FAQ
FAQ
What is the difference between pi-agent-dashboard and fastapi_mcp?
Both pi-agent-dashboard and fastapi_mcp are in the Dev Tooling category. pi-agent-dashboard has 329 stars, while fastapi_mcp has 12.0k stars.
Which is better, pi-agent-dashboard or fastapi_mcp?
The best choice depends on your use case. Choose pi-agent-dashboard if Run and watch several pi agent sessions from one browser tab, and fastapi_mcp if Integrating FastAPI services as tools for large language models (LLMs) that support MCP..
Is pi-agent-dashboard free or open source?
Yes, pi-agent-dashboard is open source on GitHub (MIT).
Is fastapi_mcp free or open source?
Yes, fastapi_mcp is open source on GitHub (MIT).
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