René's URL Explorer Experiment

Title: GitHub - codebytemirza/python-sdk: The official Python SDK for Model Context Protocol servers and clients · GitHub

Open Graph Title: GitHub - codebytemirza/python-sdk: The official Python SDK for Model Context Protocol servers and clients

X Title: GitHub - codebytemirza/python-sdk: The official Python SDK for Model Context Protocol servers and clients

Description: The official Python SDK for Model Context Protocol servers and clients - codebytemirza/python-sdk

Open Graph Description: The official Python SDK for Model Context Protocol servers and clients - codebytemirza/python-sdk

X Description: The official Python SDK for Model Context Protocol servers and clients - codebytemirza/python-sdk

Opengraph URL: https://github.com/codebytemirza/python-sdk

X: @github

direct link

Domain: github.com

route-pattern	/:user_id/:repository/tree/name(/path)
route-controller	files
route-action	disambiguate
fetch-nonce	v2:32d58a58-140e-96b5-1fe9-f267c89ae4af
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	A802:3778F5:36273FB:4C38E16:6A5F89C2
html-safe-nonce	3a3d782c2cf3081dc4e77741b017552e59dc0566c4924ef94da3a8bad0ca6122
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJBODAyOjM3NzhGNTozNjI3M0ZCOjRDMzhFMTY6NkE1Rjg5QzIiLCJ2aXNpdG9yX2lkIjoiODQ3MTY1MDE5MzcyNTQyNjExNCIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmac	2dad49153054261a8b78398e744f7b0f2de64a49f6e21c2a79407c45405aa885
hovercard-subject-tag	repository:954780532
github-keyboard-shortcuts	repository,source-code,file-tree,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/codebytemirza/python-sdk/tree/main
twitter:image	https://opengraph.githubassets.com/c64de31e12e01cfb0c31cc7bc4519a00086b3cb8245c1e7886665b7dd1153588/codebytemirza/python-sdk
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/c64de31e12e01cfb0c31cc7bc4519a00086b3cb8245c1e7886665b7dd1153588/codebytemirza/python-sdk
og:image:alt	The official Python SDK for Model Context Protocol servers and clients - codebytemirza/python-sdk
og:image:width	1200
og:image:height	600
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	05a5a04783bf869edc9d6ffbeac22f1152a11abce708ff1bf649457a9b96836a
turbo-cache-control	no-cache
go-import	github.com/codebytemirza/python-sdk git https://github.com/codebytemirza/python-sdk.git
octolytics-dimension-user_id	145491695
octolytics-dimension-user_login	codebytemirza
octolytics-dimension-repository_id	954780532
octolytics-dimension-repository_nwo	codebytemirza/python-sdk
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	true
octolytics-dimension-repository_parent_id	862584018
octolytics-dimension-repository_parent_nwo	modelcontextprotocol/python-sdk
octolytics-dimension-repository_network_root_id	862584018
octolytics-dimension-repository_network_root_nwo	modelcontextprotocol/python-sdk
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	ebe18dcab12b14d87b778dc32f6b70e7a6910911
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://github.com/codebytemirza/python-sdk/tree/main#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fcodebytemirza%2Fpython-sdk%2Ftree%2Fmain
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
Code QualityEnforce quality at merge	https://github.com/features/code-quality
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/open-source/sponsors
Security Lab	https://securitylab.github.com
Maintainer Community	https://maintainers.github.com
Accelerator	https://github.com/open-source/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/enterprise/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%2Fcodebytemirza%2Fpython-sdk%2Ftree%2Fmain
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=codebytemirza%2Fpython-sdk
Reload	https://github.com/codebytemirza/python-sdk/tree/main
Reload	https://github.com/codebytemirza/python-sdk/tree/main
Reload	https://github.com/codebytemirza/python-sdk/tree/main
codebytemirza	https://github.com/codebytemirza
python-sdk	https://github.com/codebytemirza/python-sdk
modelcontextprotocol/python-sdk	https://github.com/modelcontextprotocol/python-sdk
Notifications	https://github.com/login?return_to=%2Fcodebytemirza%2Fpython-sdk
Fork 0	https://github.com/login?return_to=%2Fcodebytemirza%2Fpython-sdk
Star 0	https://github.com/login?return_to=%2Fcodebytemirza%2Fpython-sdk
Code	https://github.com/codebytemirza/python-sdk
Pull requests 0	https://github.com/codebytemirza/python-sdk/pulls
Actions	https://github.com/codebytemirza/python-sdk/actions
Projects	https://github.com/codebytemirza/python-sdk/projects
Security and quality 0	https://github.com/codebytemirza/python-sdk/security
Insights	https://github.com/codebytemirza/python-sdk/pulse
Code	https://github.com/codebytemirza/python-sdk
Pull requests	https://github.com/codebytemirza/python-sdk/pulls
Actions	https://github.com/codebytemirza/python-sdk/actions
Projects	https://github.com/codebytemirza/python-sdk/projects
Security and quality	https://github.com/codebytemirza/python-sdk/security
Insights	https://github.com/codebytemirza/python-sdk/pulse
	https://github.com/codebytemirza/python-sdk
Branches	https://github.com/codebytemirza/python-sdk/branches
Tags	https://github.com/codebytemirza/python-sdk/tags
	https://github.com/codebytemirza/python-sdk/branches
	https://github.com/codebytemirza/python-sdk/tags
371 Commits	https://github.com/codebytemirza/python-sdk/commits/main/
	https://github.com/codebytemirza/python-sdk/commits/main/
.github	https://github.com/codebytemirza/python-sdk/tree/main/.github
.github	https://github.com/codebytemirza/python-sdk/tree/main/.github
docs	https://github.com/codebytemirza/python-sdk/tree/main/docs
docs	https://github.com/codebytemirza/python-sdk/tree/main/docs
examples	https://github.com/codebytemirza/python-sdk/tree/main/examples
examples	https://github.com/codebytemirza/python-sdk/tree/main/examples
src/mcp	https://github.com/codebytemirza/python-sdk/tree/main/src/mcp
src/mcp	https://github.com/codebytemirza/python-sdk/tree/main/src/mcp
tests	https://github.com/codebytemirza/python-sdk/tree/main/tests
tests	https://github.com/codebytemirza/python-sdk/tree/main/tests
.git-blame-ignore-revs	https://github.com/codebytemirza/python-sdk/blob/main/.git-blame-ignore-revs
.git-blame-ignore-revs	https://github.com/codebytemirza/python-sdk/blob/main/.git-blame-ignore-revs
.gitignore	https://github.com/codebytemirza/python-sdk/blob/main/.gitignore
.gitignore	https://github.com/codebytemirza/python-sdk/blob/main/.gitignore
.pre-commit-config.yaml	https://github.com/codebytemirza/python-sdk/blob/main/.pre-commit-config.yaml
.pre-commit-config.yaml	https://github.com/codebytemirza/python-sdk/blob/main/.pre-commit-config.yaml
CLAUDE.md	https://github.com/codebytemirza/python-sdk/blob/main/CLAUDE.md
CLAUDE.md	https://github.com/codebytemirza/python-sdk/blob/main/CLAUDE.md
CODE_OF_CONDUCT.md	https://github.com/codebytemirza/python-sdk/blob/main/CODE_OF_CONDUCT.md
CODE_OF_CONDUCT.md	https://github.com/codebytemirza/python-sdk/blob/main/CODE_OF_CONDUCT.md
CONTRIBUTING.md	https://github.com/codebytemirza/python-sdk/blob/main/CONTRIBUTING.md
CONTRIBUTING.md	https://github.com/codebytemirza/python-sdk/blob/main/CONTRIBUTING.md
LICENSE	https://github.com/codebytemirza/python-sdk/blob/main/LICENSE
LICENSE	https://github.com/codebytemirza/python-sdk/blob/main/LICENSE
README.md	https://github.com/codebytemirza/python-sdk/blob/main/README.md
README.md	https://github.com/codebytemirza/python-sdk/blob/main/README.md
RELEASE.md	https://github.com/codebytemirza/python-sdk/blob/main/RELEASE.md
RELEASE.md	https://github.com/codebytemirza/python-sdk/blob/main/RELEASE.md
SECURITY.md	https://github.com/codebytemirza/python-sdk/blob/main/SECURITY.md
SECURITY.md	https://github.com/codebytemirza/python-sdk/blob/main/SECURITY.md
mkdocs.yml	https://github.com/codebytemirza/python-sdk/blob/main/mkdocs.yml
mkdocs.yml	https://github.com/codebytemirza/python-sdk/blob/main/mkdocs.yml
pyproject.toml	https://github.com/codebytemirza/python-sdk/blob/main/pyproject.toml
pyproject.toml	https://github.com/codebytemirza/python-sdk/blob/main/pyproject.toml
uv.lock	https://github.com/codebytemirza/python-sdk/blob/main/uv.lock
uv.lock	https://github.com/codebytemirza/python-sdk/blob/main/uv.lock
README	https://github.com/codebytemirza/python-sdk/tree/main
Code of conduct	https://github.com/codebytemirza/python-sdk/tree/main
Contributing	https://github.com/codebytemirza/python-sdk/tree/main
License	https://github.com/codebytemirza/python-sdk/tree/main
Security	https://github.com/codebytemirza/python-sdk/tree/main
	https://github.com/codebytemirza/python-sdk/tree/main#mcp-python-sdk
	https://pypi.org/project/mcp/
	https://github.com/modelcontextprotocol/python-sdk/blob/main/LICENSE
	https://www.python.org/downloads/
	https://modelcontextprotocol.io
	https://spec.modelcontextprotocol.io
	https://github.com/modelcontextprotocol/python-sdk/discussions
	https://github.com/codebytemirza/python-sdk/tree/main#table-of-contents
MCP Python SDK	https://github.com/codebytemirza/python-sdk/tree/main#mcp-python-sdk
Overview	https://github.com/codebytemirza/python-sdk/tree/main#overview
Installation	https://github.com/codebytemirza/python-sdk/tree/main#installation
Adding MCP to your python project	https://github.com/codebytemirza/python-sdk/tree/main#adding-mcp-to-your-python-project
Running the standalone MCP development tools	https://github.com/codebytemirza/python-sdk/tree/main#running-the-standalone-mcp-development-tools
Quickstart	https://github.com/codebytemirza/python-sdk/tree/main#quickstart
What is MCP?	https://github.com/codebytemirza/python-sdk/tree/main#what-is-mcp
Core Concepts	https://github.com/codebytemirza/python-sdk/tree/main#core-concepts
Server	https://github.com/codebytemirza/python-sdk/tree/main#server
Resources	https://github.com/codebytemirza/python-sdk/tree/main#resources
Tools	https://github.com/codebytemirza/python-sdk/tree/main#tools
Prompts	https://github.com/codebytemirza/python-sdk/tree/main#prompts
Images	https://github.com/codebytemirza/python-sdk/tree/main#images
Context	https://github.com/codebytemirza/python-sdk/tree/main#context
Running Your Server	https://github.com/codebytemirza/python-sdk/tree/main#running-your-server
Development Mode	https://github.com/codebytemirza/python-sdk/tree/main#development-mode
Claude Desktop Integration	https://github.com/codebytemirza/python-sdk/tree/main#claude-desktop-integration
Direct Execution	https://github.com/codebytemirza/python-sdk/tree/main#direct-execution
Mounting to an Existing ASGI Server	https://github.com/codebytemirza/python-sdk/tree/main#mounting-to-an-existing-asgi-server
Examples	https://github.com/codebytemirza/python-sdk/tree/main#examples
Echo Server	https://github.com/codebytemirza/python-sdk/tree/main#echo-server
SQLite Explorer	https://github.com/codebytemirza/python-sdk/tree/main#sqlite-explorer
Advanced Usage	https://github.com/codebytemirza/python-sdk/tree/main#advanced-usage
Low-Level Server	https://github.com/codebytemirza/python-sdk/tree/main#low-level-server
Writing MCP Clients	https://github.com/codebytemirza/python-sdk/tree/main#writing-mcp-clients
MCP Primitives	https://github.com/codebytemirza/python-sdk/tree/main#mcp-primitives
Server Capabilities	https://github.com/codebytemirza/python-sdk/tree/main#server-capabilities
Documentation	https://github.com/codebytemirza/python-sdk/tree/main#documentation
Contributing	https://github.com/codebytemirza/python-sdk/tree/main#contributing
License	https://github.com/codebytemirza/python-sdk/tree/main#license
	https://github.com/codebytemirza/python-sdk/tree/main#overview
	https://github.com/codebytemirza/python-sdk/tree/main#installation
	https://github.com/codebytemirza/python-sdk/tree/main#adding-mcp-to-your-python-project
uv	https://docs.astral.sh/uv/
	https://github.com/codebytemirza/python-sdk/tree/main#running-the-standalone-mcp-development-tools
	https://github.com/codebytemirza/python-sdk/tree/main#quickstart
Claude Desktop	https://claude.ai/download
	https://github.com/codebytemirza/python-sdk/tree/main#what-is-mcp
Model Context Protocol (MCP)	https://modelcontextprotocol.io
	https://github.com/codebytemirza/python-sdk/tree/main#core-concepts
	https://github.com/codebytemirza/python-sdk/tree/main#server
	https://github.com/codebytemirza/python-sdk/tree/main#resources
	https://github.com/codebytemirza/python-sdk/tree/main#tools
	https://github.com/codebytemirza/python-sdk/tree/main#prompts
	https://github.com/codebytemirza/python-sdk/tree/main#images
	https://github.com/codebytemirza/python-sdk/tree/main#context
	https://github.com/codebytemirza/python-sdk/tree/main#running-your-server
	https://github.com/codebytemirza/python-sdk/tree/main#development-mode
	https://github.com/codebytemirza/python-sdk/tree/main#claude-desktop-integration
	https://github.com/codebytemirza/python-sdk/tree/main#direct-execution
	https://github.com/codebytemirza/python-sdk/tree/main#mounting-to-an-existing-asgi-server
Starlette documentation	https://www.starlette.io/routing/#submounting-routes
	https://github.com/codebytemirza/python-sdk/tree/main#examples
	https://github.com/codebytemirza/python-sdk/tree/main#echo-server
	https://github.com/codebytemirza/python-sdk/tree/main#sqlite-explorer
	https://github.com/codebytemirza/python-sdk/tree/main#advanced-usage
	https://github.com/codebytemirza/python-sdk/tree/main#low-level-server
	https://github.com/codebytemirza/python-sdk/tree/main#writing-mcp-clients
	https://github.com/codebytemirza/python-sdk/tree/main#mcp-primitives
	https://github.com/codebytemirza/python-sdk/tree/main#server-capabilities
	https://github.com/codebytemirza/python-sdk/tree/main#documentation
Model Context Protocol documentation	https://modelcontextprotocol.io
Model Context Protocol specification	https://spec.modelcontextprotocol.io
Officially supported servers	https://github.com/modelcontextprotocol/servers
	https://github.com/codebytemirza/python-sdk/tree/main#contributing
contributing guide	https://github.com/codebytemirza/python-sdk/blob/main/CONTRIBUTING.md
	https://github.com/codebytemirza/python-sdk/tree/main#license
modelcontextprotocol.io	https://modelcontextprotocol.io
Readme	https://github.com/codebytemirza/python-sdk/tree/main#readme-ov-file
MIT license	https://github.com/codebytemirza/python-sdk/tree/main#MIT-1-ov-file
Please reload this page	https://github.com/codebytemirza/python-sdk/tree/main
Activity	https://github.com/codebytemirza/python-sdk/activity
0 forks	https://github.com/codebytemirza/python-sdk/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fcodebytemirza%2Fpython-sdk&report=codebytemirza+%28user%29
Releases	https://github.com/codebytemirza/python-sdk/releases
20 tags	https://github.com/codebytemirza/python-sdk/tags
Packages 0	https://github.com/users/codebytemirza/packages?repo_name=python-sdk
Please reload this page	https://github.com/codebytemirza/python-sdk/tree/main
Contributors	https://github.com/codebytemirza/python-sdk/graphs/contributors
Please reload this page	https://github.com/codebytemirza/python-sdk/tree/main
	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.