René's URL Explorer Experiment

Title: GitHub - srclight/srclight: Deep code indexing MCP server for AI agents. 25 tools: hybrid FTS5 + embedding search, call graphs, git blame/hotspots, build system analysis. Multi-repo workspaces, GPU-accelerated semantic search, 10 languages via tree-sitter. Fully local, zero cloud dependencies. · GitHub

Open Graph Title: GitHub - srclight/srclight: Deep code indexing MCP server for AI agents. 25 tools: hybrid FTS5 + embedding search, call graphs, git blame/hotspots, build system analysis. Multi-repo workspaces, GPU-accelerated semantic search, 10 languages via tree-sitter. Fully local, zero cloud dependencies.

X Title: GitHub - srclight/srclight: Deep code indexing MCP server for AI agents. 25 tools: hybrid FTS5 + embedding search, call graphs, git blame/hotspots, build system analysis. Multi-repo workspaces, GPU-accelerated semantic search, 10 languages via tree-sitter. Fully local, zero cloud dependencies.

Description: Deep code indexing MCP server for AI agents. 25 tools: hybrid FTS5 + embedding search, call graphs, git blame/hotspots, build system analysis. Multi-repo workspaces, GPU-accelerated semantic search, 10 languages via tree-sitter. Fully local, zero cloud dependencies. - srclight/srclight

Open Graph Description: Deep code indexing MCP server for AI agents. 25 tools: hybrid FTS5 + embedding search, call graphs, git blame/hotspots, build system analysis. Multi-repo workspaces, GPU-accelerated semantic search...

X Description: Deep code indexing MCP server for AI agents. 25 tools: hybrid FTS5 + embedding search, call graphs, git blame/hotspots, build system analysis. Multi-repo workspaces, GPU-accelerated semantic search...

Opengraph URL: https://github.com/srclight/srclight

X: @github

direct link

Domain: github.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:28845172-4cd5-62fa-dea6-c153253dbc51
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	AEC8:265A7D:12A5CF9:19141A7:6A4C5B72
html-safe-nonce	ff8b6b39c15efe7ec27b6bf29838362d6f944017ce7a50845cd9f873105660c6
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJBRUM4OjI2NUE3RDoxMkE1Q0Y5OjE5MTQxQTc6NkE0QzVCNzIiLCJ2aXNpdG9yX2lkIjoiMjU2NjU4MTE4NTUyMjk4MTc0NiIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmac	6022db5087fbe9c041c67f012730e0b711dce63b9e9d0e1c99ddb04b49a805c3
hovercard-subject-tag	repository:1165080231
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/srclight/srclight
twitter:image	https://repository-images.githubusercontent.com/1165080231/92c00e9c-d14e-4bf1-a879-0bc84a6a9da3
twitter:card	summary_large_image
og:image	https://repository-images.githubusercontent.com/1165080231/92c00e9c-d14e-4bf1-a879-0bc84a6a9da3
og:image:alt	Deep code indexing MCP server for AI agents. 25 tools: hybrid FTS5 + embedding search, call graphs, git blame/hotspots, build system analysis. Multi-repo workspaces, GPU-accelerated semantic search...
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	3d11bb817438277de2a940854450e83a7d32b6aeb5014e9e6b00a6423900251c
turbo-cache-control	no-cache
go-import	github.com/srclight/srclight git https://github.com/srclight/srclight.git
octolytics-dimension-user_id	263461239
octolytics-dimension-user_login	srclight
octolytics-dimension-repository_id	1165080231
octolytics-dimension-repository_nwo	srclight/srclight
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	false
octolytics-dimension-repository_network_root_id	1165080231
octolytics-dimension-repository_network_root_nwo	srclight/srclight
turbo-body-classes	logged-out env-production page-responsive
disable-turbo	false
browser-stats-url	https://api.github.com/_private/browser/stats
browser-errors-url	https://api.github.com/_private/browser/errors
release	14099438da5379150f15a2892474c7c7e6c0e55e
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://github.com/srclight/srclight#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fsrclight%2Fsrclight
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
Events & webinars	https://github.com/resources/events
Ebooks & reports	https://github.com/resources/whitepapers
Business insights	https://github.com/solutions/executive-insights
GitHub Skills	https://skills.github.com
Documentation	https://docs.github.com
Customer support	https://support.github.com
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
Archive Program	https://archiveprogram.github.com
Topics	https://github.com/topics
Trending	https://github.com/trending
Collections	https://github.com/collections
Enterprise platformAI-powered developer platform	https://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security features	https://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI features	https://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 support	https://github.com/premium-support
Pricing	https://github.com/pricing
Search syntax tips	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentation	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fsrclight%2Fsrclight
Sign up	https://github.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=srclight%2Fsrclight
Reload	https://github.com/srclight/srclight
Reload	https://github.com/srclight/srclight
Reload	https://github.com/srclight/srclight
Please reload this page	https://github.com/srclight/srclight
srclight	https://github.com/srclight
srclight	https://github.com/srclight/srclight
Notifications	https://github.com/login?return_to=%2Fsrclight%2Fsrclight
Fork 9	https://github.com/login?return_to=%2Fsrclight%2Fsrclight
Star 51	https://github.com/login?return_to=%2Fsrclight%2Fsrclight
Code	https://github.com/srclight/srclight
Issues 5	https://github.com/srclight/srclight/issues
Pull requests 2	https://github.com/srclight/srclight/pulls
Actions	https://github.com/srclight/srclight/actions
Projects	https://github.com/srclight/srclight/projects
Security and quality 0	https://github.com/srclight/srclight/security
Insights	https://github.com/srclight/srclight/pulse
Code	https://github.com/srclight/srclight
Issues	https://github.com/srclight/srclight/issues
Pull requests	https://github.com/srclight/srclight/pulls
Actions	https://github.com/srclight/srclight/actions
Projects	https://github.com/srclight/srclight/projects
Security and quality	https://github.com/srclight/srclight/security
Insights	https://github.com/srclight/srclight/pulse
	https://github.com/srclight/srclight
Branches	https://github.com/srclight/srclight/branches
Tags	https://github.com/srclight/srclight/tags
	https://github.com/srclight/srclight/branches
	https://github.com/srclight/srclight/tags
92 Commits	https://github.com/srclight/srclight/commits/develop/
	https://github.com/srclight/srclight/commits/develop/
.github/workflows	https://github.com/srclight/srclight/tree/develop/.github/workflows
.github/workflows	https://github.com/srclight/srclight/tree/develop/.github/workflows
docs	https://github.com/srclight/srclight/tree/develop/docs
docs	https://github.com/srclight/srclight/tree/develop/docs
packaging/pyinstaller	https://github.com/srclight/srclight/tree/develop/packaging/pyinstaller
packaging/pyinstaller	https://github.com/srclight/srclight/tree/develop/packaging/pyinstaller
scripts	https://github.com/srclight/srclight/tree/develop/scripts
scripts	https://github.com/srclight/srclight/tree/develop/scripts
src/srclight	https://github.com/srclight/srclight/tree/develop/src/srclight
src/srclight	https://github.com/srclight/srclight/tree/develop/src/srclight
tests	https://github.com/srclight/srclight/tree/develop/tests
tests	https://github.com/srclight/srclight/tree/develop/tests
.gitignore	https://github.com/srclight/srclight/blob/develop/.gitignore
.gitignore	https://github.com/srclight/srclight/blob/develop/.gitignore
CLAUDE.md	https://github.com/srclight/srclight/blob/develop/CLAUDE.md
CLAUDE.md	https://github.com/srclight/srclight/blob/develop/CLAUDE.md
Dockerfile	https://github.com/srclight/srclight/blob/develop/Dockerfile
Dockerfile	https://github.com/srclight/srclight/blob/develop/Dockerfile
LICENSE	https://github.com/srclight/srclight/blob/develop/LICENSE
LICENSE	https://github.com/srclight/srclight/blob/develop/LICENSE
README.md	https://github.com/srclight/srclight/blob/develop/README.md
README.md	https://github.com/srclight/srclight/blob/develop/README.md
glama.json	https://github.com/srclight/srclight/blob/develop/glama.json
glama.json	https://github.com/srclight/srclight/blob/develop/glama.json
pyproject.toml	https://github.com/srclight/srclight/blob/develop/pyproject.toml
pyproject.toml	https://github.com/srclight/srclight/blob/develop/pyproject.toml
server.json	https://github.com/srclight/srclight/blob/develop/server.json
server.json	https://github.com/srclight/srclight/blob/develop/server.json
README	https://github.com/srclight/srclight
MIT license	https://github.com/srclight/srclight
	https://github.com/srclight/srclight#srclight
	https://pypi.org/project/srclight/
	https://github.com/srclight/srclight/blob/master/LICENSE
	https://pypi.org/project/srclight/
	https://github.com/srclight/srclight#why
	https://github.com/srclight/srclight#features
	https://github.com/srclight/srclight#requirements
ollama.com	https://ollama.com
	https://github.com/srclight/srclight#quick-start
	https://github.com/srclight/srclight#semantic-search-embeddings
	https://github.com/srclight/srclight#setup
	https://github.com/srclight/srclight#how-it-works
	https://github.com/srclight/srclight#embedding-providers
	https://github.com/srclight/srclight#storage
	https://github.com/srclight/srclight#multi-repo-workspaces
docs/usage-guide.md	https://github.com/srclight/srclight/blob/develop/docs/usage-guide.md#git-submodules
	https://github.com/srclight/srclight#mcp-integration
	https://github.com/srclight/srclight#claude-code
	https://github.com/srclight/srclight#cursor
	https://github.com/srclight/srclight#openclaw
mcporter	https://mcporter.dev
	https://github.com/srclight/srclight#claude-desktop-claude_desktop_configjson
	https://github.com/srclight/srclight#any-mcp-client-sse
	https://github.com/srclight/srclight#mcp-tools-42
	https://github.com/srclight/srclight#tier-1-instant-orientation
	https://github.com/srclight/srclight#tier-2-relationship-graph
	https://github.com/srclight/srclight#tier-2b-community--impact-analysis
	https://github.com/srclight/srclight#tier-3-git-change-intelligence
	https://github.com/srclight/srclight#tier-4-build--config
	https://github.com/srclight/srclight#tier-5-semantic-search-embeddings
	https://github.com/srclight/srclight#tier-6-meta--server
	https://github.com/srclight/srclight#deployment-guide
docs/usage-guide.md	https://github.com/srclight/srclight/blob/develop/docs/usage-guide.md
	https://github.com/srclight/srclight#auto-reindex-git-hook
	https://github.com/srclight/srclight#how-it-works-1
	https://github.com/srclight/srclight#architecture-workspace-mode
	https://github.com/srclight/srclight#how-srclight-compares
	https://github.com/srclight/srclight#roadmap
	https://github.com/srclight/srclight#done
	https://github.com/srclight/srclight#next
	https://github.com/srclight/srclight#license
srclight.dev	https://srclight.dev
python	https://github.com/topics/python
tree-sitter	https://github.com/topics/tree-sitter
sqlite	https://github.com/topics/sqlite
mcp	https://github.com/topics/mcp
embeddings	https://github.com/topics/embeddings
code-search	https://github.com/topics/code-search
developer-tools	https://github.com/topics/developer-tools
semantic-search	https://github.com/topics/semantic-search
fts5	https://github.com/topics/fts5
code-intelligence	https://github.com/topics/code-intelligence
ollama	https://github.com/topics/ollama
mcp-server	https://github.com/topics/mcp-server
code-indexing	https://github.com/topics/code-indexing
Readme	https://github.com/srclight/srclight#readme-ov-file
MIT license	https://github.com/srclight/srclight#MIT-1-ov-file
Please reload this page	https://github.com/srclight/srclight
Activity	https://github.com/srclight/srclight/activity
Custom properties	https://github.com/srclight/srclight/custom-properties
9 forks	https://github.com/srclight/srclight/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fsrclight%2Fsrclight&report=srclight+%28user%29
Releases 8	https://github.com/srclight/srclight/releases
v0.15.1 — Glama registry integration Latest Mar 1, 2026	https://github.com/srclight/srclight/releases/tag/v0.15.1
+ 7 releases	https://github.com/srclight/srclight/releases
Packages 0	https://github.com/orgs/srclight/packages?repo_name=srclight
Please reload this page	https://github.com/srclight/srclight
Contributors	https://github.com/srclight/srclight/graphs/contributors
Please reload this page	https://github.com/srclight/srclight
Python 98.0%	https://github.com/srclight/srclight/search?l=python
Shell 2.0%	https://github.com/srclight/srclight/search?l=shell
	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
Security	https://github.com/security
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.