René's URL Explorer Experiment

Title: GitHub - paperwave/code-context-engine: Save 94% on AI coding tokens. Index your codebase, agents search instead of reading files. Works with Claude Code, Codex, Copilot, Cursor, Gemini CLI. Local MCP server, free, open source. · GitHub

Open Graph Title: GitHub - paperwave/code-context-engine: Save 94% on AI coding tokens. Index your codebase, agents search instead of reading files. Works with Claude Code, Codex, Copilot, Cursor, Gemini CLI. Local MCP server, free, open source.

X Title: GitHub - paperwave/code-context-engine: Save 94% on AI coding tokens. Index your codebase, agents search instead of reading files. Works with Claude Code, Codex, Copilot, Cursor, Gemini CLI. Local MCP server, free, open source.

Description: Save 94% on AI coding tokens. Index your codebase, agents search instead of reading files. Works with Claude Code, Codex, Copilot, Cursor, Gemini CLI. Local MCP server, free, open source. - paperwave/code-context-engine

Open Graph Description: Save 94% on AI coding tokens. Index your codebase, agents search instead of reading files. Works with Claude Code, Codex, Copilot, Cursor, Gemini CLI. Local MCP server, free, open source. - paperwa...

X Description: Save 94% on AI coding tokens. Index your codebase, agents search instead of reading files. Works with Claude Code, Codex, Copilot, Cursor, Gemini CLI. Local MCP server, free, open source. - paperwa...

Opengraph URL: https://github.com/paperwave/code-context-engine

X: @github

direct link

Domain: github.com

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fetch-nonce	v2:a737ab0a-76ac-bf4e-960c-f80018a18043
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
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html-safe-nonce	d113e27264273bfea9ca976faa053888b66241857a54f14c83059802256b2064
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visitor-hmac	c6908e71594e6a6279914634d9a0d12e36ebca9fd5f5b84097113c355de8455a
hovercard-subject-tag	repository:1289332743
github-keyboard-shortcuts	repository,copilot
google-site-verification	Apib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-url	https://collector.github.com/github/collect
analytics-location	//
fb:app_id	1401488693436528
apple-itunes-app	app-id=1477376905, app-argument=https://github.com/paperwave/code-context-engine
twitter:image	https://opengraph.githubassets.com/c0681b8d4c4848804455b8f50f363d30027591693c04a155a659efc8f5003a48/paperwave/code-context-engine
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/c0681b8d4c4848804455b8f50f363d30027591693c04a155a659efc8f5003a48/paperwave/code-context-engine
og:image:alt	Save 94% on AI coding tokens. Index your codebase, agents search instead of reading files. Works with Claude Code, Codex, Copilot, Cursor, Gemini CLI. Local MCP server, free, open source. - paperwa...
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og:site_name	GitHub
og:type	object
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turbo-cache-control	no-cache
go-import	github.com/paperwave/code-context-engine git https://github.com/paperwave/code-context-engine.git
octolytics-dimension-user_id	96529007
octolytics-dimension-user_login	paperwave
octolytics-dimension-repository_id	1289332743
octolytics-dimension-repository_nwo	paperwave/code-context-engine
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	true
octolytics-dimension-repository_parent_id	1222444230
octolytics-dimension-repository_parent_nwo	elara-labs/code-context-engine
octolytics-dimension-repository_network_root_id	1222444230
octolytics-dimension-repository_network_root_nwo	elara-labs/code-context-engine
turbo-body-classes	logged-out env-production page-responsive
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release	f3bdd3157ea1f0fd738d408eceeead721acf1dc3
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://github.com/paperwave/code-context-engine#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fpaperwave%2Fcode-context-engine
GitHub CopilotWrite better code with AI	https://github.com/features/copilot
GitHub Copilot appDirect agents from issue to merge	https://github.com/features/ai/github-app
MCP RegistryNewIntegrate external tools	https://github.com/mcp
ActionsAutomate any workflow	https://github.com/features/actions
CodespacesInstant dev environments	https://github.com/features/codespaces
IssuesPlan and track work	https://github.com/features/issues
Code ReviewManage code changes	https://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilities	https://github.com/security/advanced-security
Code securitySecure your code as you build	https://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they start	https://github.com/security/advanced-security/secret-protection
Why GitHub	https://github.com/why-github
Documentation	https://docs.github.com
Blog	https://github.blog
Changelog	https://github.blog/changelog
Marketplace	https://github.com/marketplace
View all features	https://github.com/features
Enterprises	https://github.com/enterprise
Small and medium teams	https://github.com/team
Startups	https://github.com/enterprise/startups
Nonprofits	https://github.com/solutions/industry/nonprofits
App Modernization	https://github.com/solutions/use-case/app-modernization
DevSecOps	https://github.com/solutions/use-case/devsecops
DevOps	https://github.com/solutions/use-case/devops
CI/CD	https://github.com/solutions/use-case/ci-cd
View all use cases	https://github.com/solutions/use-case
Healthcare	https://github.com/solutions/industry/healthcare
Financial services	https://github.com/solutions/industry/financial-services
Manufacturing	https://github.com/solutions/industry/manufacturing
Government	https://github.com/solutions/industry/government
View all industries	https://github.com/solutions/industry
View all solutions	https://github.com/solutions
AI	https://github.com/resources/articles?topic=ai
Software Development	https://github.com/resources/articles?topic=software-development
DevOps	https://github.com/resources/articles?topic=devops
Security	https://github.com/resources/articles?topic=security
View all topics	https://github.com/resources/articles
Customer stories	https://github.com/customer-stories
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Community forum	https://github.com/orgs/community/discussions
Trust center	https://github.com/trust-center
Partners	https://github.com/partners
View all resources	https://github.com/resources
GitHub SponsorsFund open source developers	https://github.com/sponsors
Security Lab	https://securitylab.github.com
Maintainer Community	https://maintainers.github.com
Accelerator	https://github.com/accelerator
GitHub Stars	https://stars.github.com
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Topics	https://github.com/topics
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Enterprise platformAI-powered developer platform	https://github.com/enterprise
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Copilot for BusinessEnterprise-grade AI features	https://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 support	https://github.com/premium-support
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documentation	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
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Reload	https://github.com/paperwave/code-context-engine
Reload	https://github.com/paperwave/code-context-engine
Please reload this page	https://github.com/paperwave/code-context-engine
paperwave	https://github.com/paperwave
code-context-engine	https://github.com/paperwave/code-context-engine
elara-labs/code-context-engine	https://github.com/elara-labs/code-context-engine
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	https://github.com/paperwave/code-context-engine
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483 Commits	https://github.com/paperwave/code-context-engine/commits/main/
	https://github.com/paperwave/code-context-engine/commits/main/
.claude	https://github.com/paperwave/code-context-engine/tree/main/.claude
.claude	https://github.com/paperwave/code-context-engine/tree/main/.claude
.github	https://github.com/paperwave/code-context-engine/tree/main/.github
.github	https://github.com/paperwave/code-context-engine/tree/main/.github
benchmarks	https://github.com/paperwave/code-context-engine/tree/main/benchmarks
benchmarks	https://github.com/paperwave/code-context-engine/tree/main/benchmarks
docs-src	https://github.com/paperwave/code-context-engine/tree/main/docs-src
docs-src	https://github.com/paperwave/code-context-engine/tree/main/docs-src
docs	https://github.com/paperwave/code-context-engine/tree/main/docs
docs	https://github.com/paperwave/code-context-engine/tree/main/docs
scripts	https://github.com/paperwave/code-context-engine/tree/main/scripts
scripts	https://github.com/paperwave/code-context-engine/tree/main/scripts
src/context_engine	https://github.com/paperwave/code-context-engine/tree/main/src/context_engine
src/context_engine	https://github.com/paperwave/code-context-engine/tree/main/src/context_engine
tests	https://github.com/paperwave/code-context-engine/tree/main/tests
tests	https://github.com/paperwave/code-context-engine/tree/main/tests
.gitignore	https://github.com/paperwave/code-context-engine/blob/main/.gitignore
.gitignore	https://github.com/paperwave/code-context-engine/blob/main/.gitignore
CHANGELOG.md	https://github.com/paperwave/code-context-engine/blob/main/CHANGELOG.md
CHANGELOG.md	https://github.com/paperwave/code-context-engine/blob/main/CHANGELOG.md
CODE_OF_CONDUCT.md	https://github.com/paperwave/code-context-engine/blob/main/CODE_OF_CONDUCT.md
CODE_OF_CONDUCT.md	https://github.com/paperwave/code-context-engine/blob/main/CODE_OF_CONDUCT.md
CONTRIBUTING.md	https://github.com/paperwave/code-context-engine/blob/main/CONTRIBUTING.md
CONTRIBUTING.md	https://github.com/paperwave/code-context-engine/blob/main/CONTRIBUTING.md
LICENSE	https://github.com/paperwave/code-context-engine/blob/main/LICENSE
LICENSE	https://github.com/paperwave/code-context-engine/blob/main/LICENSE
README.md	https://github.com/paperwave/code-context-engine/blob/main/README.md
README.md	https://github.com/paperwave/code-context-engine/blob/main/README.md
SECURITY.md	https://github.com/paperwave/code-context-engine/blob/main/SECURITY.md
SECURITY.md	https://github.com/paperwave/code-context-engine/blob/main/SECURITY.md
pyproject.toml	https://github.com/paperwave/code-context-engine/blob/main/pyproject.toml
pyproject.toml	https://github.com/paperwave/code-context-engine/blob/main/pyproject.toml
server.json	https://github.com/paperwave/code-context-engine/blob/main/server.json
server.json	https://github.com/paperwave/code-context-engine/blob/main/server.json
uv.lock	https://github.com/paperwave/code-context-engine/blob/main/uv.lock
uv.lock	https://github.com/paperwave/code-context-engine/blob/main/uv.lock
README	https://github.com/paperwave/code-context-engine
Code of conduct	https://github.com/paperwave/code-context-engine
Contributing	https://github.com/paperwave/code-context-engine
License	https://github.com/paperwave/code-context-engine
Security	https://github.com/paperwave/code-context-engine
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	https://github.com/paperwave/code-context-engine#code-context-engine
Website	https://elara-labs.github.io/code-context-engine/
Docs	https://elara-labs.github.io/code-context-engine/guide/
Why CCE?	https://elara-labs.github.io/code-context-engine/guide/why-cce/
Benchmark	https://elara-labs.github.io/code-context-engine/blog/benchmark-fastapi.html
GitHub	https://github.com/elara-labs/code-context-engine
	https://pypi.org/project/code-context-engine/
	https://pepy.tech/project/code-context-engine
	https://github.com/elara-labs/code-context-engine/actions/workflows/ci.yml
	https://registry.modelcontextprotocol.io/?q=code-context-engine
	https://opensource.org/licenses/MIT
	https://github.com/elara-labs/code-context-engine
	https://github.com/paperwave/code-context-engine#install-and-see-savings-in-60-seconds
	https://github.com/paperwave/code-context-engine#install-and-see-savings-in-60-seconds
	https://github.com/paperwave/code-context-engine#install-and-see-savings-in-60-seconds
	https://github.com/paperwave/code-context-engine#install-and-see-savings-in-60-seconds
	https://github.com/paperwave/code-context-engine#install-and-see-savings-in-60-seconds
	https://github.com/paperwave/code-context-engine#install-and-see-savings-in-60-seconds
	https://github.com/paperwave/code-context-engine#install-and-see-savings-in-60-seconds
	https://raw.githubusercontent.com/elara-labs/code-context-engine/main/docs/demo.gif
	https://www.youtube.com/watch?v=dRmWYHuIJxM
We Cut 94% of Our AI Coding Tokens	https://www.youtube.com/watch?v=dRmWYHuIJxM
	https://github.com/paperwave/code-context-engine#use-cases
	https://github.com/paperwave/code-context-engine#quick-start
Visual Studio Build Tools	https://visualstudio.microsoft.com/visual-cpp-build-tools/
CMake	https://cmake.org/download/
	https://github.com/paperwave/code-context-engine#why-this-matters
benchmarked on FastAPI	https://github.com/paperwave/code-context-engine#benchmark-fastapi-reproducible
	https://github.com/paperwave/code-context-engine#benchmark-fastapi-reproducible
FastAPI	https://github.com/fastapi/fastapi
	https://github.com/paperwave/code-context-engine#per-layer-savings-each-measured-independently
	https://github.com/paperwave/code-context-engine#multi-language-benchmarks
FastAPI	https://github.com/paperwave/code-context-engine/blob/main/benchmarks/results/fastapi.md
chi	https://github.com/paperwave/code-context-engine/blob/main/benchmarks/results/chi.md
fiber	https://github.com/paperwave/code-context-engine/blob/main/benchmarks/results/fiber.md
benchmarks/results/	https://github.com/paperwave/code-context-engine/blob/main/benchmarks/results
benchmarks/	https://github.com/paperwave/code-context-engine/blob/main/benchmarks
	https://github.com/paperwave/code-context-engine#what-you-get
	https://raw.githubusercontent.com/elara-labs/code-context-engine/main/docs/dashboard.png
	https://github.com/paperwave/code-context-engine#how-it-works
	https://github.com/paperwave/code-context-engine#what-makes-cce-different
	https://github.com/paperwave/code-context-engine#it-saves-where-the-money-is
reproducibly benchmarked	https://github.com/paperwave/code-context-engine#benchmark-fastapi-reproducible
	https://github.com/paperwave/code-context-engine#it-actually-understands-your-code
	https://github.com/paperwave/code-context-engine#it-remembers
	https://github.com/paperwave/code-context-engine#it-tracks-real-savings
	https://github.com/paperwave/code-context-engine#it-is-secure-by-default
	https://github.com/paperwave/code-context-engine#under-the-hood
	https://github.com/paperwave/code-context-engine#cli-at-a-glance
	https://github.com/paperwave/code-context-engine#configuration
	https://github.com/paperwave/code-context-engine#output-compression
	https://github.com/paperwave/code-context-engine#disk-footprint
	https://github.com/paperwave/code-context-engine#supported-languages
	https://github.com/paperwave/code-context-engine#documentation
How Much Are You Spending on AI Coding Tokens?	https://elara-labs.github.io/code-context-engine/blog/real-cost-of-ai-coding-tokens.html
What is CCE? (Complete Guide)	https://elara-labs.github.io/code-context-engine/blog/what-is-code-context-engine.html
How to Save Claude Code Tokens	https://elara-labs.github.io/code-context-engine/blog/save-claude-code-tokens.html
Benchmark Deep Dive	https://elara-labs.github.io/code-context-engine/blog/benchmark-fastapi.html
Comparison with Alternatives	https://elara-labs.github.io/code-context-engine/comparison.html
Examples	https://github.com/elara-labs/code-context-engine/blob/main/docs/wiki/Examples.md
How It Works	https://github.com/elara-labs/code-context-engine/blob/main/docs/wiki/How-It-Works.md
CLI Reference	https://github.com/elara-labs/code-context-engine/blob/main/docs/wiki/CLI-Reference.md
Configuration	https://github.com/elara-labs/code-context-engine/blob/main/docs/wiki/Configuration.md
	https://github.com/paperwave/code-context-engine#faq
	https://github.com/paperwave/code-context-engine#does-cce-affect-response-quality
	https://github.com/paperwave/code-context-engine#how-does-output-token-savings-work
	https://github.com/paperwave/code-context-engine#where-do-the-savings-come-from
	https://github.com/paperwave/code-context-engine#roadmap
CHANGELOG.md	https://github.com/paperwave/code-context-engine/blob/main/CHANGELOG.md
	https://github.com/paperwave/code-context-engine#contributing
https://github.com/elara-labs/code-context-engine/blob/main/CONTRIBUTING.md	https://github.com/elara-labs/code-context-engine/blob/main/CONTRIBUTING.md
	https://github.com/paperwave/code-context-engine#license
LICENSE	https://github.com/paperwave/code-context-engine/blob/main/LICENSE
	https://github.com/paperwave/code-context-engine#authors
Fazle Elahee	https://github.com/fazleelahhee
Raj	https://github.com/rajkumarsakthivel
	https://github.com/paperwave/code-context-engine#acknowledgments
Claude Code	https://docs.anthropic.com/en/docs/claude-code
MCP	https://modelcontextprotocol.io
sqlite-vec	https://github.com/asg017/sqlite-vec
Tree-sitter	https://tree-sitter.github.io/
fastembed	https://github.com/qdrant/fastembed
Ollama	https://ollama.com/
elara-labs.github.io/code-context-engine/	https://elara-labs.github.io/code-context-engine/
Readme	https://github.com/paperwave/code-context-engine#readme-ov-file
MIT license	https://github.com/paperwave/code-context-engine#MIT-1-ov-file
Code of conduct	https://github.com/paperwave/code-context-engine#coc-ov-file
Contributing	https://github.com/paperwave/code-context-engine#contributing-ov-file
Security policy	https://github.com/paperwave/code-context-engine#security-ov-file
Please reload this page	https://github.com/paperwave/code-context-engine
Activity	https://github.com/paperwave/code-context-engine/activity
Custom properties	https://github.com/paperwave/code-context-engine/custom-properties
0 forks	https://github.com/paperwave/code-context-engine/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fpaperwave%2Fcode-context-engine&report=paperwave+%28user%29
Releases	https://github.com/paperwave/code-context-engine/releases
Packages 0	https://github.com/orgs/paperwave/packages?repo_name=code-context-engine
Please reload this page	https://github.com/paperwave/code-context-engine
Contributors	https://github.com/paperwave/code-context-engine/graphs/contributors
Please reload this page	https://github.com/paperwave/code-context-engine
	https://github.com
Terms	https://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacy	https://docs.github.com/site-policy/privacy-policies/github-privacy-statement
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Status	https://www.githubstatus.com/
Community	https://github.community/
Docs	https://docs.github.com/
Contact	https://support.github.com?tags=dotcom-footer

Viewport: width=device-width

URLs of crawlers that visited me.