code-context-engine logo
code-context-engine
★ 436
vs
pfc-mcp logo
pfc-mcp
★ 219

code-context-engine vs pfc-mcp

code-context-engine: Code Context Engine (CCE) indexes your codebase using tree-sitter parsing and vector embeddings, allowing AI coding agents to search for relevant code instead of re-reading entire files. It saves up to 94% input tokens, works across multiple editors (Claude Code, VS Code, Cursor, Gemini CLI, Codex CLI), and runs entirely locally for privacy. With built-in compression, graph expansion, and cross-session memory, CCE reduces costs and speeds up responses.; pfc-mcp: pfc-mcp connects AI agents to ITASCA PFC through the Model Context Protocol. It provides tools for browsing PFC documentation and executing simulations via natural conversation. The project supports multiple PFC versions and works with various MCP clients.

01

TL;DR

code-context-engine logo
code-context-engineCode Assistant · ★ 436

Reduce Claude Code costs by cutting input tokens

pfc-mcp logo
pfc-mcpDev Tooling · ★ 219

Browse and search PFC documentation

02

Side-by-Side Comparison

Field
code-context-engine logocode-context-engine
pfc-mcp logopfc-mcp
Category
Code Assistant
Dev Tooling
Stars
★ 436
★ 219
License
MIT
MIT
Install Command
uv tool install "code-context-engine[local]"
uvx pfc-mcp
Updated
2mo ago
1d ago
Open Source
Yes
Yes
Tags
ai-coding, claude, claude-code
ai-agent, claude, claude-code
03

Features

code-context-engine logocode-context-engine
01Saves up to 94% input tokens via retrieval and compression
02Works across multiple editors with a single index
03Zero cloud, everything runs locally
04Cross-session memory with decision recording and recall
05Live dashboard with token savings tracking
pfc-mcp logopfc-mcp
01Multi-version PFC support
02Hierarchical documentation browsing
03Enhanced plot documentation
04Interactive REPL
05Task lifecycle management
04

Use Cases

code-context-engine logocode-context-engine
↳Reduce Claude Code costs by cutting input tokens
↳Keep code private with fully local indexing
↳Speed up multi-editor workflows with shared index
pfc-mcp logopfc-mcp
↳Browse and search PFC documentation
↳Run and manage simulations via AI agents
↳Execute and test PFC code interactively
FAQ

FAQ

What is the difference between code-context-engine and pfc-mcp?
Both code-context-engine and pfc-mcp are in the Code Assistant category. code-context-engine has 436 stars, while pfc-mcp has 219 stars.
Which is better, code-context-engine or pfc-mcp?
The best choice depends on your use case. Choose code-context-engine if Reduce Claude Code costs by cutting input tokens, and pfc-mcp if Browse and search PFC documentation.
Is code-context-engine free or open source?
Yes, code-context-engine is open source on GitHub (MIT).
Is pfc-mcp free or open source?
Yes, pfc-mcp is open source on GitHub (MIT).
Cloud Infrastructure
Ad

Deploy on DigitalOcean

Host your MCP servers, Docker containers, and AI agents with $200 free credit over 60 days.

Claim $200 Free Credit
→

Related