AgentIndex icon
AgentIndex
codelogic-mcp-server logo
codelogic-mcp-server
★ 37
vs
trace-mcp logo
trace-mcp
★ 193

codelogic-mcp-server vs trace-mcp

codelogic-mcp-server: This MCP server provides tools to analyze code and database impacts, integrate with CI/CD pipelines, and leverage graph-based dependency analysis to assist AI programming assistants.; trace-mcp: trace-mcp is a framework-aware code intelligence MCP server that builds cross-language dependency graphs from source code. It enables AI agents to understand framework-specific relationships, track request flows, analyze change impact, and remember past decisions across sessions, significantly reducing token usage.

01

TL;DR

codelogic-mcp-server logo
codelogic-mcp-serverDev Tooling · ★ 37

Analyze the impact of code changes before modifying methods or classes

Read codelogic-mcp-server full review →
trace-mcp logo
trace-mcpDev Tooling · ★ 193

Understanding full-stack web applications with cross-language relationships

Read trace-mcp full review →
02

Side-by-Side Comparison

Field
codelogic-mcp-server logocodelogic-mcp-server
trace-mcp logotrace-mcp
Category
Dev Tooling
Dev Tooling
Stars
★ 37
★ 193
License
MPL-2.0
MIT
Install Command
git clone https://github.com/CodeLogicIncEngineering/codelogic-mcp-server.git
npm install -g trace-mcp && trace-mcp init && trace-mcp add
Updated
1w ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
ai, ai-agents, coding
ai-agents, claude-code, code-intelligence
03

Features

codelogic-mcp-server logocodelogic-mcp-server
01Code impact analysis for methods and database entities
02DevOps integration with Docker agent, build info, and pipeline configuration generation
03Graph API tools for searching, impact analysis, path explanation, and change validation
04Support for multiple IDEs (VS Code, Claude Desktop, Windsurf, Cursor)
05Debug logging with timing and raw impact data
trace-mcp logotrace-mcp
01Framework-aware dependency graph across languages
02Code-linked decision memory
03Cross-session intelligence and context carryover
04Change impact analysis with risk scoring
05Up to 99% token reduction
04

Use Cases

codelogic-mcp-server logocodelogic-mcp-server
↳Analyze the impact of code changes before modifying methods or classes
↳Integrate CodeLogic scanning into CI/CD pipelines for automated dependency analysis
↳Query dependency relationships in real-time within an AI programming assistant
trace-mcp logotrace-mcp
↳Understanding full-stack web applications with cross-language relationships
↳Impact analysis for changes across multiple languages and frameworks
↳Reducing token consumption and context window pressure in large codebases
FAQ

FAQ

What is the difference between codelogic-mcp-server and trace-mcp?
Both codelogic-mcp-server and trace-mcp are in the Dev Tooling category. codelogic-mcp-server has 37 stars, while trace-mcp has 193 stars.
Which is better, codelogic-mcp-server or trace-mcp?
The best choice depends on your use case. Choose codelogic-mcp-server if Analyze the impact of code changes before modifying methods or classes, and trace-mcp if Understanding full-stack web applications with cross-language relationships.
Is codelogic-mcp-server free or open source?
Yes, codelogic-mcp-server is open source on GitHub (MPL-2.0).
Is trace-mcp free or open source?
Yes, trace-mcp is open source on GitHub (MIT).
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Related

Alternatives to codelogic-mcp-server →Alternatives to trace-mcp →codelogic-mcp-server details →trace-mcp details →