AgentIndex icon
AgentIndex
trace-mcp logo
trace-mcp
★ 193
vs
memtrace-public logo
memtrace-public
★ 504

trace-mcp vs memtrace-public

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.; memtrace-public: Memtrace is a persistent memory layer for coding agents. It builds a bi-temporal, episodic, structural knowledge graph from your codebase's AST, enabling agents to remember and reason about code structure, evolution, and dependencies. It runs entirely locally, indexing code in seconds and providing sub-millisecond query latency.

01

TL;DR

trace-mcp logo
trace-mcpDev Tooling · ★ 193

Understanding full-stack web applications with cross-language relationships

Read trace-mcp full review →
memtrace-public logo
memtrace-publicMemory & Context · ★ 504

Codebase exploration and understanding

Read memtrace-public full review →
02

Side-by-Side Comparison

Field
trace-mcp logotrace-mcp
memtrace-public logomemtrace-public
Category
Dev Tooling
Memory & Context
Stars
★ 193
★ 504
License
MIT
NOASSERTION
Install Command
npm install -g trace-mcp && trace-mcp init && trace-mcp add
npm install -g memtrace && memtrace start
Updated
1d ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
ai-agents, claude-code, code-intelligence
ai-agents, code-intelligence, code-search
03

Features

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
memtrace-public logomemtrace-public
01AST-based structural knowledge graph
02Bi-temporal version history with 6 scoring modes
03Cross-service HTTP API topology
04Hybrid search (BM25 + vector embeddings + RRF)
0525+ MCP tools and 12 agent skills
04

Use Cases

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
memtrace-public logomemtrace-public
↳Codebase exploration and understanding
↳Change impact and refactoring analysis
↳Incident investigation and root cause analysis
05

Best For

trace-mcp logotrace-mcp
—
memtrace-public logomemtrace-public
Trending
FAQ

FAQ

What is the difference between trace-mcp and memtrace-public?
Both trace-mcp and memtrace-public are in the Dev Tooling category. trace-mcp has 193 stars, while memtrace-public has 504 stars.
Which is better, trace-mcp or memtrace-public?
The best choice depends on your use case. Choose trace-mcp if Understanding full-stack web applications with cross-language relationships, and memtrace-public if Codebase exploration and understanding.
Is trace-mcp free or open source?
Yes, trace-mcp is open source on GitHub (MIT).
Is memtrace-public free or open source?
Yes, memtrace-public is open source on GitHub (NOASSERTION).
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Related

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