Code Context Engine MCP server

by ai-elara·io.github.ai-elara/code-context-engine·v0.4.13·422 stars

Index your codebase. AI searches instead of re-reading files. 94% token savings.

B82/100grade B

What users say

No reviews yet

Safety scan

B82/100

Adoption

Growing

422 stars

Reviews

Nobody has reviewed Code Context Engine yet.

If you have run it, two minutes of your experience saves the next person an afternoon.

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

expand_chunk
Get the full original content for a compressed chunk
index_status
Check when the index was last updated
record_code_area
Record a code area (file + description) worked on, for future session_recall
record_decision
Record a decision (with reason) for future session_recall
reindex
Trigger re-indexing of a file or the entire project
related_context
Find related code via graph edges

scanner v0.1.9 · 2026-09-27 · same rubric, same numbers if you re-run it

no findings

Code scan58 source files scanned25/25
–Live reliabilityno gateway calls yet and no remote to proben/a
–Tool poisoningtools not inspected (local package is not executed); not countedn/a
Auth qualitylocal package, no credentials required12/15
Maintenancelast push 35 days ago12/15
Maintainer identitynamespace and repository owner differ4/10

Overall 82/100. Components that don't apply are left out of the denominator. Any critical finding is an F.Rubric Appeal a finding JSON

Against every graded MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score: 82/100; higher than 63% of 48,255 servers
Tools: 6; the typical server has 7
Tools that change things: 0%; typical: 0%. Fewer write tools means less an agent can break
GitHub stars: 422; more than 95% of 28,688 servers

What its tools let an agent do: 6 read

claude mcp add code-context-engine -- uvx code-context-engine

From the Code Context Engine repository's README, as published. We do not edit it. Read it on GitHub

Code Context Engine

Index your codebase. AI searches instead of re-reading files.94% token savings, reproducibly benchmarked.

Website · Docs · Why CCE? · Benchmark · GitHub

Python 3.11+ · macOS · Linux · Windows

One command. Auto-detects your editor. Zero cloud, zero config.

Nothing above is checked by us. What we check is on the safety report.

Is Code Context Engine MCP server safe?: Mostly: it is graded B (82/100). Read the Code Context Engine safety report
How do I install Code Context Engine?: It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does Code Context Engine need an API key?: Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Code Context Engine maintained?: The last commit was 72 days ago (2026-08-23). The latest release is v0.4.13.
What can I use instead of Code Context Engine?: Servers from other publishers that do the same job: Codebase Memory MCP server and Token Optimizer MCP server.
How does Code Context Engine compare with other MCP servers?: safety score 82/100 (higher than 63% of 48,255 servers); tools 6 (the typical server has 7); tools that change things 0% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.

Same job from other publishers: the closest match first, then the best rated.

Codebase Memory
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
not reviewed
Widely used
C
Token Optimizer
Context-window optimization: caching, compression & smart file tools that cut tokens 60-90%.
not reviewed
Established
C