What is the key difference between Codebase Memory Mcp and Microcharts?

Codebase Memory Mcp belongs to the Developer Tools category with local stdio execution, while Microcharts belongs to the Data Visualization category with local stdio execution.

How do I install Codebase Memory Mcp or Microcharts in Claude Desktop or Cursor?

Copy the mcpServers JSON configuration snippet provided on this page into your claude_desktop_config.json or ~/.cursor/mcp.json file and restart your AI client.

Are Codebase Memory Mcp and Microcharts free or paid?

Codebase Memory Mcp operates under a Free / Open Source model (No auth required). Microcharts operates under a Free / Open Source model (No auth required).

Which MCP server has more tools and community activity?

Codebase Memory Mcp lists 14 tools with 5 views and 38,219 GitHub stars. Microcharts lists 0 tools with 1 views and 134 GitHub stars.

Can I use both Codebase Memory Mcp and Microcharts together in the same MCP host?

Yes! MCP hosts like Claude Desktop, Cursor, Windsurf, Cline, and VS Code support configuring multiple servers under the mcpServers object simultaneously.

How do I install Codebase Memory Mcp or Microcharts in Claude Desktop, Cursor, or Windsurf?

Both servers follow the standard Model Context Protocol configuration format. Simply copy the JSON block from the configuration section above and paste it into your AI client's mcpServers configuration object (for instance in claude_desktop_config.json or ~/.cursor/mcp.json ), then completely restart or refresh the application.

Are Codebase Memory Mcp and Microcharts free to use, or do they require API keys?

Codebase Memory Mcp is listed under a Free / Open Source model with No auth required . Microcharts operates under a Free / Open Source model with No auth required . If environment variables are required (such as API keys), be sure to define them under the env key in your MCP client's configuration file.

Can I run both Codebase Memory Mcp and Microcharts at the same time in my AI client?

Yes! MCP clients support multi-server orchestration. You can include both deusdata-codebase-memory-mcp and ganapativs-microcharts as distinct keys inside the single mcpServers object in your configuration file. Your AI assistant will automatically select and call the appropriate tool from either server during chat sessions.

Which MCP server has higher directory engagement and quality ratings?

On AllMCPs, Codebase Memory Mcp has a Quality Score of 61 /100 ( Good ) with 5 views, 1 installs, and 38,219 GitHub stars. Microcharts holds a Quality Score of 49 /100 ( Fair ) with 1 views, 0 installs, and 134 GitHub stars.

Side-by-Side Model Context Protocol Comparison

Codebase Memory Mcp vs Microcharts

In-depth architectural comparison of the Codebase Memory Mcp and Microcharts MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.

At a Glance & Executive Verdict

Codebase Memory Mcp

Developer Tools · Local stdio

Quality: 61/100 (Good) | Auth: No auth required

Microcharts

Data Visualization · Local stdio

Quality: 49/100 (Fair) | Auth: No auth required

Verdict Summary: Choose Codebase Memory Mcp if you need specialized Developer Tools tools running via a local process. Choose Microcharts if your workspace requires Data Visualization integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Choose Codebase Memory Mcp when:

You need dedicated capabilities in the Developer Tools domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: No auth required (Free / Open Source).
Primary tools included: index_repository, list_projects, delete_project.

Explore Codebase Memory Mcp Details

Choose Microcharts when:

You need dedicated capabilities in the Data Visualization domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: No auth required (Free / Open Source).

Explore Microcharts Details

Feature & Specification Comparison

Specification	Codebase Memory Mcp DeusData Developer Tools	Microcharts ganapativs Data Visualization
Summary	Code-intelligence engine that indexes a repo into a persistent knowledge graph — functions, classes, call chains, HTTP routes, cross-service links. 159 languages via tree-sitter + Hybrid LSP, sub-ms structural queries, 99% fewer tokens than grep. Single static binary, zero dependencies, 100% local. npx codebase-memory-mcp	Word-sized charts (sparklines, bars, bullets — 106 types) rendered to self-contained SVG with generated alt text. Three tools: find the right chart for a question, get its wiring, render it. Works in chat surfaces that can't run React. Install via npx -y @microcharts/mcp.
Category & Scope	Developer Tools	Data Visualization
Quality signal	61/100 (Good)	49/100 (Fair)
Transport Protocol	Local Subprocess (stdio)	Local Subprocess (stdio)
Auth Requirement	No auth required	No auth required
Pricing Model	Free / Open Source	Free / Open Source
Required Env Vars	None required	None required
Compatible Clients	Claude DesktopCursorWindsurfClineVS Code	Claude DesktopCursorWindsurfClineVS Code
Install path signal	`uvx · high`	`npx · high`
Engagement & Health	5 views 1 copies 1 upvotes 38,219 stars	1 views 0 copies 0 upvotes 134 stars
Verified / Official	Community Listing	Community Listing
Open full listing	View Codebase Memory Mcp Listing	View Microcharts Listing

Tools & Capabilities Breakdown

Codebase Memory Mcp Tools (14)

index_repository

Index a repository into the graph. Auto-sync keeps it fresh after that.

list_projects

List all indexed projects with node/edge counts.

delete_project

Remove a project and all its graph data.

index_status

Check indexing status of a project.

search_graph

Structured search by label, name pattern, file pattern, degree filters. Pagination via limit/offset.

trace_path

BFS traversal — who calls a function and what it calls (alias: `trace_call_path`). Depth 1-5.

detect_changes

Map git diff to affected symbols + blast radius with risk classification.

query_graph

Execute Cypher-like graph queries (read-only).

get_graph_schema

Node/edge counts, relationship patterns, property definitions per label. Run this first.

get_code_snippet

Read source code for a function by qualified name.

get_architecture

Codebase overview: languages, packages, routes, hotspots, clusters, ADR.

search_code

Grep-like text search within indexed project files.

+2 more tools listed on main page

Microcharts Tools (0)

No explicit tool names declared in metadata yet. Check project README on main listing page.

Ready-to-Paste Client Configurations

Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).

Codebase Memory Mcp Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "deusdata-codebase-memory-mcp": {
      "command": "uvx",
      "args": [
        "codebase-memory-mcp"
      ]
    }
  }
}

Microcharts Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "ganapativs-microcharts": {
      "command": "npx",
      "args": [
        "-y",
        "@microcharts/mcp"
      ]
    }
  }
}

Frequently Asked Questions

Codebase Memory Mcp is categorized under Developer Tools and uses a local stdio subprocess. In contrast, Microcharts belongs to Data Visualization using local stdio subprocess. Select Codebase Memory Mcp when you need capabilities focused on developer tools and Microcharts when you require tools for data visualization.

More alternatives to Codebase Memory Mcp More alternatives to Microcharts Developer Tools category hub