CodeLedger

v0.10.7Knowledge & Memorystable

Deterministic context selection for AI coding agents. Scores and selects the minimal file set for each task, then records outcomes into a local ledger that compounds into reusable patterns.

codeledgerecf-codeledgermcpai-integration
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What is CodeLedger?

CodeLedger is a Model Context Protocol (MCP) server that allows AI assistants like Claude, Cursor, and VS Code to deterministic context selection for ai coding agents. scores and selects the minimal file set for each task, then records outcomes into a local ledger that compounds into reusable patterns.

Deterministic context selection for AI coding agents. Scores and selects the minimal file set for each task, then records outcomes into a local ledger that compounds into reusable patterns.

This server falls under the Knowledge & Memory category on MCPgee, the world's largest MCP server directory with 33,000+ servers.

Features

  • Deterministic context selection for AI coding agents. Scores

Use Cases

Select minimal file sets for each task with deterministic context scoring.
Maintain a local ledger of outcomes for reusable patterns.
codeledgerECF

Maintainer

LicenseMIT
Languagetypescript
Versionv0.10.7
UpdatedApr 10, 2026
Statushealthy
Maintenanceactive

Works with

ClaudeOpenAIwindowsmacoslinux

Installation

NPM

npx -y @codeledger/cli

Manual Installation

npx -y @codeledger/cli

Configuration

Configuration Details

Config File

claude_desktop_config.json

Performance

Response Metrics

Response Time< 200ms
ThroughputMedium

Resource Usage

Memory UsageLow
CPU UsageLow

Frequently Asked Questions about CodeLedger

What is CodeLedger?

CodeLedger is a Model Context Protocol (MCP) server that deterministic context selection for ai coding agents. scores and selects the minimal file set for each task, then records outcomes into a local ledger that compounds into reusable patterns. It connects AI assistants to external tools and data sources through a standardized interface.

How do I install CodeLedger?

Install via npm with the command: npx -y @codeledger/cli. Then add the server configuration to your AI client's JSON config file (e.g., claude_desktop_config.json or .cursor/mcp.json).

Which AI clients work with CodeLedger?

CodeLedger works with all major MCP-compatible AI clients including Claude Desktop, Claude Code, Cursor, VS Code (GitHub Copilot), Windsurf, and Cline.

Is CodeLedger free to use?

Yes, CodeLedger is open source and available under the MIT license. You can use it freely in both personal and commercial projects.

Browse More Knowledge & Memory MCP Servers

Explore all knowledge & memory servers available in the MCPgee directory. Each server includes setup guides for Claude, Cursor, and VS Code.

Quick Config Preview

{ "mcpServers": { "codeledgerecf-codeledger": { "command": "npx", "args": ["-y", "@codeledger/cli"] } } }

Add this to your claude_desktop_config.json or .cursor/mcp.json

Read the full setup guide →

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