AgentIndex icon
AgentIndex
agent-lsp logo
agent-lsp
★ 163
vs
trace-mcp logo
trace-mcp
★ 193

agent-lsp vs trace-mcp

agent-lsp: agent-lsp is a stateful runtime over real language servers. It indexes your workspace once, keeps the index warm, and adds a skill layer that encodes correct multi-step operations. It provides speculative execution, phase enforcement, and token savings for AI agents.; 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

agent-lsp logo
agent-lspDev Tooling · ★ 163

Multi-project sessions: work across projects without reconfiguring

Read agent-lsp 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
agent-lsp logoagent-lsp
trace-mcp logotrace-mcp
Category
Dev Tooling
Dev Tooling
Stars
★ 163
★ 193
License
MIT
MIT
Install Command
curl -fsSL https://raw.githubusercontent.com/blackwell-systems/agent-lsp/main/install.sh | sh
npm install -g trace-mcp && trace-mcp init && trace-mcp add
Updated
1d ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
agentskills, ai-agents, ai-tooling
ai-agents, claude-code, code-intelligence
03

Features

agent-lsp logoagent-lsp
0165 tools for code intelligence
0230 CI-verified languages
0324 multi-step agent workflows (skills)
04Speculative execution to simulate changes before applying
05Phase enforcement to block out-of-order tool calls
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

agent-lsp logoagent-lsp
↳Multi-project sessions: work across projects without reconfiguring
↳Polyglot development: handle Go, TypeScript, Python in one session
↳Large monorepos: one server handles all languages
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 agent-lsp and trace-mcp?
Both agent-lsp and trace-mcp are in the Dev Tooling category. agent-lsp has 163 stars, while trace-mcp has 193 stars.
Which is better, agent-lsp or trace-mcp?
The best choice depends on your use case. Choose agent-lsp if Multi-project sessions: work across projects without reconfiguring, and trace-mcp if Understanding full-stack web applications with cross-language relationships.
Is agent-lsp free or open source?
Yes, agent-lsp is open source on GitHub (MIT).
Is trace-mcp free or open source?
Yes, trace-mcp is open source on GitHub (MIT).
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Related

Alternatives to agent-lsp →Alternatives to trace-mcp →agent-lsp details →trace-mcp details →