René's URL Explorer Experiment

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

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

X Title: GitHub - rohit-ganguly/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 - rohit-ganguly/python-sdk

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

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

Opengraph URL: https://github.com/rohit-ganguly/python-sdk

X: @github

direct link

Domain: github.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:bbbbbdfa-1591-b1e5-6b15-3661b302d5fc
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	AB6E:1A182C:352A635:468AA2E:6A5D1810
html-safe-nonce	f000bfbe072d82e1adf4724b3e787cb7bca2e4b7f1497ca4d296070d6ca917cd
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJBQjZFOjFBMTgyQzozNTJBNjM1OjQ2OEFBMkU6NkE1RDE4MTAiLCJ2aXNpdG9yX2lkIjoiNzA3NTc1NzQ2Mjg1NjIxMDQ0OCIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmac	75c968bd8e2c1848981ceece6fdc2aec452689c2d5a29be18ccffbbb88911d76
hovercard-subject-tag	repository:953977713
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/rohit-ganguly/python-sdk
twitter:image	https://opengraph.githubassets.com/735a9db166edbf40b8ba27ff91522e9f6f86cadaef53eda28a005c8213f4241f/rohit-ganguly/python-sdk
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/735a9db166edbf40b8ba27ff91522e9f6f86cadaef53eda28a005c8213f4241f/rohit-ganguly/python-sdk
og:image:alt	The official Python SDK for Model Context Protocol servers and clients - rohit-ganguly/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	5290d7e14309ad1e76106a9c4237bd1041517e83ea182c8ab756752cb0c6940b
turbo-cache-control	no-cache
go-import	github.com/rohit-ganguly/python-sdk git https://github.com/rohit-ganguly/python-sdk.git
octolytics-dimension-user_id	20001884
octolytics-dimension-user_login	rohit-ganguly
octolytics-dimension-repository_id	953977713
octolytics-dimension-repository_nwo	rohit-ganguly/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	9c975978430e9ad293956f2bbdaf153b1bd84a99
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

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