What is the Context-Engine MCP server?

Context-Engine-AI/Context-Engine — Context-Engine MCP - Agentic Context Compression Suite AgentRank score: 52.7/100.

Is the Context-Engine MCP server actively maintained?

The Context-Engine MCP server was last committed 4mo ago and has 13 contributors. Issue health: 59% of issues resolved. AgentRank freshness score reflects real-time maintenance activity.

Context-Engine MCP Server

Name: Context-Engine-AI/Context-Engine
Rating: 3.1 (1 reviews)
Author: Context-Engine-AI

Context-Engine-AI/Context-Engine

Score: 52.7 Rank #14536 Search & RAG

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Context-Engine MCP - Agentic Context Compression Suite

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Overview

Context-Engine-AI/Context-Engine is a Python tool licensed under MIT. Context-Engine MCP - Agentic Context Compression Suite Topics: ai, ai-agents, codex, context, context-engine, cursor, decoder, glm, llm, llm-inference, mcp, mcp-server, ollama-api, refrag, compression, qdrant.

Ranked #14536 out of 24846 indexed tools.

Has 13 contributors.

Ecosystem

Python MIT 3 pypi/wk

aiai-agentscodexcontextcontext-enginecursordecoderglmllmllm-inferencemcpmcp-serverollama-apirefragcompressionqdrant

Score Breakdown

Stars 15% 402

402 stars → growing community

Freshness 25% 4mo ago

Last commit 4mo ago → stale

Issue Health 25% 59%

10/17 issues closed → decent issue management

Contributors 10% 13

13 contributors → active community

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A

PyPI Downloads 13% 3/wk

3 weekly installs → early adoption

Forks 56

Description Good

License MIT

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Description low impact

Expand your description to 150+ characters for better discoverability

Freshness high impact

Last commit was 125 days ago — a recent commit would boost your freshness score

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

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Markdown

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HTML

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HTML

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Details

Stars: 402
Forks: 56
Open Issues: 7
Closed Issues: 10
Contributors: 13
Dependents: —
Language: Python
License: MIT
Last Commit: 4mo ago

Matched Queries

topic:mcptopic:mcp-server

From the README

<p align="center">
  
</p>

<h1 align="center">Context Engine</h1>

<p align="center">
  <strong>Semantic code search, memory, and symbol intelligence for AI coding assistants.</strong>
</p>
<p align="center">
  <strong>Get your free account at dev.context-engine.ai</strong>
</p>

<p align="center">
  <a href="https://context-engine.ai">Website</a> · <a href="https://context-engine.ai">Get Started</a> · <a href="LICENSE">License</a>
</p>

---

## Install Skills

Context Engine ships AI agent skills that teach your coding assistant how to use 30+ MCP tools for semantic search, symbol graph navigation, memory, and more.

### Claude Code / Claude Desktop

**Recommended:** Install natively from the public GitHub repo:

```bash
# Add the marketplace (one-time)
/plugin marketplace add Context-Engine-AI/Context-Engine

# Install the skill
/plugin install context-engine
```

This pulls the skill directly from GitHub and auto-loads MCP tool guidance into your session.

Alternatively, copy the r

Read full README on GitHub →