AgentIndex icon
AgentIndex
Charles-mcp logo
Charles-mcp
★ 329
vs
mcp-engine-public logo
mcp-engine-public
★ 255

Charles-mcp vs mcp-engine-public

Charles-mcp: Charles MCP Server bridges Charles Proxy with MCP clients, enabling AI agents to read live traffic incrementally, analyze recorded sessions with structured summary-first output, and drill down into details. It supports real-time capture, history analysis, and a reverse engineering toolchain for decoding, replay, and signature discovery, all with token-budget optimized responses.; mcp-engine-public: MCP Engine is an MCP server that enables AI assistants like Claude, Copilot, and ChatGPT to programmatically read and modify Power BI Desktop files. It allows users to query models, create measures, manage relationships, and optimize performance through natural language. The server runs locally with zero telemetry.

01

TL;DR

Charles-mcp logo
Charles-mcpDev Tooling · ★ 329

Real-time traffic monitoring and debugging for AI agents.

Read Charles-mcp full review →
mcp-engine-public logo
mcp-engine-publicDev Tooling · ★ 255

Automating Power BI report updates via AI chat

Read mcp-engine-public full review →
02

Side-by-Side Comparison

Field
Charles-mcp logoCharles-mcp
mcp-engine-public logomcp-engine-public
Category
Dev Tooling
Dev Tooling
Stars
★ 329
★ 255
License
MIT
NOASSERTION
Install Command
uvx charles-mcp
git clone https://github.com/maxanatsko/mcp-engine-public.git
Updated
4mo ago
1w ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
ai-agent, charles-proxy, codex
dax, mcp, mcp-engine
03

Features

Charles-mcp logoCharles-mcp
01Real-time live capture with incremental reading (cursor-based, no data loss).
02Summary-first structured analysis (group, stats, detail) for token efficiency.
03History analysis of recorded sessions (.chlsj files) with filtering and drill-down.
04Reverse analysis toolchain: import, decode, replay, and signature candidate discovery.
05Token-budget optimized output with safe defaults and large-response warnings.
mcp-engine-public logomcp-engine-public
01Programmatic read/write of Power BI Desktop files
02Natural language query and modification
03Rollback and test capabilities
04Local privacy with zero telemetry
05Compatible with multiple AI assistants
04

Use Cases

Charles-mcp logoCharles-mcp
↳Real-time traffic monitoring and debugging for AI agents.
↳Analyzing historical packet captures to understand API behavior.
↳Reverse engineering authentication and signing mechanisms.
mcp-engine-public logomcp-engine-public
↳Automating Power BI report updates via AI chat
↳Creating and managing measures without opening Power BI Desktop
↳Performance optimization of Power BI models
FAQ

FAQ

What is the difference between Charles-mcp and mcp-engine-public?
Both Charles-mcp and mcp-engine-public are in the Dev Tooling category. Charles-mcp has 329 stars, while mcp-engine-public has 255 stars.
Which is better, Charles-mcp or mcp-engine-public?
The best choice depends on your use case. Choose Charles-mcp if Real-time traffic monitoring and debugging for AI agents., and mcp-engine-public if Automating Power BI report updates via AI chat.
Is Charles-mcp free or open source?
Yes, Charles-mcp is open source on GitHub (MIT).
Is mcp-engine-public free or open source?
Yes, mcp-engine-public is open source on GitHub (NOASSERTION).
Cloud Infrastructure
Ad

Deploy on DigitalOcean

Host your MCP servers, Docker containers, and AI agents with $200 free credit over 60 days.

Claim $200 Free Credit
→

Related

Alternatives to Charles-mcp →Alternatives to mcp-engine-public →Charles-mcp details →mcp-engine-public details →