AgentIndex icon
AgentIndex
mcp-server logo
mcp-server
★ 46
vs
mcp logo
mcp
★ 17

mcp-server vs mcp

mcp-server: DollhouseMCP is an open-source platform that customizes AI through modular elements (personas, skills, templates, agents, memories, ensembles). It uses the MCP-AQL protocol with CRUDE endpoints and a Gatekeeper permission system for secure and flexible AI behavior modification. Installation is via npm or an interactive setup wizard, and it works across multiple platforms and MCP-compatible clients.; mcp: This MCP server uses pre-computed code graphs to provide sub-second responses for symbol lookups, call-graph traversal, and cross-subsystem analysis. It integrates with AI agents via the Model Context Protocol, offering both default symbol context mode and experimental GraphRAG mode for deeper code exploration. The server supports caching for fast performance and works with popular MCP clients like Claude Code CLI and Cursor.

01

TL;DR

mcp-server logo
mcp-serverDev Tooling · ★ 46

Activate a read-only analyst persona to safely browse and list elements

Read mcp-server full review →
mcp logo
mcpDev Tooling · ★ 17

AI agents understanding unfamiliar codebases instantly

Read mcp full review →
02

Side-by-Side Comparison

Field
mcp-server logomcp-server
mcp logomcp
Category
Dev Tooling
Dev Tooling
Stars
★ 46
★ 17
License
AGPL-3.0
MIT
Install Command
npx @dollhousemcp/mcp-server@latest --web
npm install -g @supermodeltools/mcp-server
Updated
1d ago
5mo ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
agents, ai, ai-tools
ai-agent, architecture, architecture-docs
03

Features

mcp-server logomcp-server
01Modular elements (personas, skills, templates, agents, memories, ensembles) for flexible AI customization
02MCP-AQL protocol with CRUDE endpoints reducing token usage by 85%
03Gatekeeper server-side permission system with deny/confirm/allow policies
04Interactive setup wizard with one-click install for Claude Code, Desktop, Cursor, and more
05Local-first portfolio management with GitHub sync and community collection
mcp logomcp
01Pre-computed code graphs for sub-second responses
02Deep symbol context analysis (definition, callers, callees, domain)
03Experimental GraphRAG mode for call-graph traversal
04Caching mechanism for offline and fast runtime use
05Compatible with multiple MCP clients (Claude Code CLI, Cursor, etc.)
04

Use Cases

mcp-server logomcp-server
↳Activate a read-only analyst persona to safely browse and list elements
↳Create custom skills for code review, data analysis, or translation
↳Execute multi-step agents with human-in-the-loop control for complex tasks
mcp logomcp
↳AI agents understanding unfamiliar codebases instantly
↳Developers debugging by quickly locating symbol definitions and callers
↳Cross-subsystem dependency analysis during refactoring
FAQ

FAQ

What is the difference between mcp-server and mcp?
Both mcp-server and mcp are in the Dev Tooling category. mcp-server has 46 stars, while mcp has 17 stars.
Which is better, mcp-server or mcp?
The best choice depends on your use case. Choose mcp-server if Activate a read-only analyst persona to safely browse and list elements, and mcp if AI agents understanding unfamiliar codebases instantly.
Is mcp-server free or open source?
Yes, mcp-server is open source on GitHub (AGPL-3.0).
Is mcp free or open source?
Yes, mcp is open source on GitHub (MIT).
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