René's URL Explorer Experiment

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

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

X Title: GitHub - samsond/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 - samsond/python-sdk

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

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

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

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:8a369207-f30c-de74-deba-d5d1116c9853
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	A4DE:25062B:17DA48:21766E:696E4FCF
html-safe-nonce	4b59b32a391f0427e4a126cb6942feea599b13059755c294d93cde8a90f24600
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJBNERFOjI1MDYyQjoxN0RBNDg6MjE3NjZFOjY5NkU0RkNGIiwidmlzaXRvcl9pZCI6IjM1ODg2NzM1NTY5MDc0OTkwMyIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmac	7dca6a8a5234f2c8d393c60b8d6b9e9964783d7dbd16aab8d2617766e4bd6c64
hovercard-subject-tag	repository:1136121492
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/samsond/python-sdk
twitter:image	https://opengraph.githubassets.com/457727df5e4ab42da1a2eac7fffb73ffbfb567704ec09189c89f7ca347d09259/samsond/python-sdk
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/457727df5e4ab42da1a2eac7fffb73ffbfb567704ec09189c89f7ca347d09259/samsond/python-sdk
og:image:alt	The official Python SDK for Model Context Protocol servers and clients - samsond/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	fd6f183b765d548d18ed5f3a1ce2c0e2a4ddbde2c74596c9d55c1a08b3e5572a
turbo-cache-control	no-preview
go-import	github.com/samsond/python-sdk git https://github.com/samsond/python-sdk.git
octolytics-dimension-user_id	9762911
octolytics-dimension-user_login	samsond
octolytics-dimension-repository_id	1136121492
octolytics-dimension-repository_nwo	samsond/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	a52ed9988fadfee5477eba0f6835cc823d7d8b33
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://patch-diff.githubusercontent.com/samsond/python-sdk#start-of-content
	https://patch-diff.githubusercontent.com/
Sign in	https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fsamsond%2Fpython-sdk
GitHub CopilotWrite better code with AI	https://github.com/features/copilot
GitHub SparkBuild and deploy intelligent apps	https://github.com/features/spark
GitHub ModelsManage and compare prompts	https://github.com/features/models
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
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
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://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fsamsond%2Fpython-sdk
Sign up	https://patch-diff.githubusercontent.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=samsond%2Fpython-sdk
Reload	https://patch-diff.githubusercontent.com/samsond/python-sdk
Reload	https://patch-diff.githubusercontent.com/samsond/python-sdk
Reload	https://patch-diff.githubusercontent.com/samsond/python-sdk
samsond	https://patch-diff.githubusercontent.com/samsond
python-sdk	https://patch-diff.githubusercontent.com/samsond/python-sdk
modelcontextprotocol/python-sdk	https://patch-diff.githubusercontent.com/modelcontextprotocol/python-sdk
Notifications	https://patch-diff.githubusercontent.com/login?return_to=%2Fsamsond%2Fpython-sdk
Fork 0	https://patch-diff.githubusercontent.com/login?return_to=%2Fsamsond%2Fpython-sdk
Star 0	https://patch-diff.githubusercontent.com/login?return_to=%2Fsamsond%2Fpython-sdk
modelcontextprotocol.github.io/python-sdk/	https://modelcontextprotocol.github.io/python-sdk/
MIT license	https://patch-diff.githubusercontent.com/samsond/python-sdk/blob/main/LICENSE
0 stars	https://patch-diff.githubusercontent.com/samsond/python-sdk/stargazers
3k forks	https://patch-diff.githubusercontent.com/samsond/python-sdk/forks
Branches	https://patch-diff.githubusercontent.com/samsond/python-sdk/branches
Tags	https://patch-diff.githubusercontent.com/samsond/python-sdk/tags
Activity	https://patch-diff.githubusercontent.com/samsond/python-sdk/activity
Star	https://patch-diff.githubusercontent.com/login?return_to=%2Fsamsond%2Fpython-sdk
Notifications	https://patch-diff.githubusercontent.com/login?return_to=%2Fsamsond%2Fpython-sdk
Code	https://patch-diff.githubusercontent.com/samsond/python-sdk
Pull requests 0	https://patch-diff.githubusercontent.com/samsond/python-sdk/pulls
Actions	https://patch-diff.githubusercontent.com/samsond/python-sdk/actions
Projects 0	https://patch-diff.githubusercontent.com/samsond/python-sdk/projects
Security Uh oh! There was an error while loading. Please reload this page.	https://patch-diff.githubusercontent.com/samsond/python-sdk/security
Please reload this page	https://patch-diff.githubusercontent.com/samsond/python-sdk
Insights	https://patch-diff.githubusercontent.com/samsond/python-sdk/pulse
Code	https://patch-diff.githubusercontent.com/samsond/python-sdk
Pull requests	https://patch-diff.githubusercontent.com/samsond/python-sdk/pulls
Actions	https://patch-diff.githubusercontent.com/samsond/python-sdk/actions
Projects	https://patch-diff.githubusercontent.com/samsond/python-sdk/projects
Security	https://patch-diff.githubusercontent.com/samsond/python-sdk/security
Insights	https://patch-diff.githubusercontent.com/samsond/python-sdk/pulse
Branches	https://patch-diff.githubusercontent.com/samsond/python-sdk/branches
Tags	https://patch-diff.githubusercontent.com/samsond/python-sdk/tags
	https://patch-diff.githubusercontent.com/samsond/python-sdk/branches
	https://patch-diff.githubusercontent.com/samsond/python-sdk/tags
743 Commits	https://patch-diff.githubusercontent.com/samsond/python-sdk/commits/main/
	https://patch-diff.githubusercontent.com/samsond/python-sdk/commits/main/
.github	https://patch-diff.githubusercontent.com/samsond/python-sdk/tree/main/.github
.github	https://patch-diff.githubusercontent.com/samsond/python-sdk/tree/main/.github
docs	https://patch-diff.githubusercontent.com/samsond/python-sdk/tree/main/docs
docs	https://patch-diff.githubusercontent.com/samsond/python-sdk/tree/main/docs
examples	https://patch-diff.githubusercontent.com/samsond/python-sdk/tree/main/examples
examples	https://patch-diff.githubusercontent.com/samsond/python-sdk/tree/main/examples
scripts	https://patch-diff.githubusercontent.com/samsond/python-sdk/tree/main/scripts
scripts	https://patch-diff.githubusercontent.com/samsond/python-sdk/tree/main/scripts
src/mcp	https://patch-diff.githubusercontent.com/samsond/python-sdk/tree/main/src/mcp
src/mcp	https://patch-diff.githubusercontent.com/samsond/python-sdk/tree/main/src/mcp
tests	https://patch-diff.githubusercontent.com/samsond/python-sdk/tree/main/tests
tests	https://patch-diff.githubusercontent.com/samsond/python-sdk/tree/main/tests
.git-blame-ignore-revs	https://patch-diff.githubusercontent.com/samsond/python-sdk/blob/main/.git-blame-ignore-revs
.git-blame-ignore-revs	https://patch-diff.githubusercontent.com/samsond/python-sdk/blob/main/.git-blame-ignore-revs
.gitattribute	https://patch-diff.githubusercontent.com/samsond/python-sdk/blob/main/.gitattribute
.gitattribute	https://patch-diff.githubusercontent.com/samsond/python-sdk/blob/main/.gitattribute
.gitignore	https://patch-diff.githubusercontent.com/samsond/python-sdk/blob/main/.gitignore
.gitignore	https://patch-diff.githubusercontent.com/samsond/python-sdk/blob/main/.gitignore
.pre-commit-config.yaml	https://patch-diff.githubusercontent.com/samsond/python-sdk/blob/main/.pre-commit-config.yaml
.pre-commit-config.yaml	https://patch-diff.githubusercontent.com/samsond/python-sdk/blob/main/.pre-commit-config.yaml
CLAUDE.md	https://patch-diff.githubusercontent.com/samsond/python-sdk/blob/main/CLAUDE.md
CLAUDE.md	https://patch-diff.githubusercontent.com/samsond/python-sdk/blob/main/CLAUDE.md
CODE_OF_CONDUCT.md	https://patch-diff.githubusercontent.com/samsond/python-sdk/blob/main/CODE_OF_CONDUCT.md
CODE_OF_CONDUCT.md	https://patch-diff.githubusercontent.com/samsond/python-sdk/blob/main/CODE_OF_CONDUCT.md
CONTRIBUTING.md	https://patch-diff.githubusercontent.com/samsond/python-sdk/blob/main/CONTRIBUTING.md
CONTRIBUTING.md	https://patch-diff.githubusercontent.com/samsond/python-sdk/blob/main/CONTRIBUTING.md
LICENSE	https://patch-diff.githubusercontent.com/samsond/python-sdk/blob/main/LICENSE
LICENSE	https://patch-diff.githubusercontent.com/samsond/python-sdk/blob/main/LICENSE
README.md	https://patch-diff.githubusercontent.com/samsond/python-sdk/blob/main/README.md
README.md	https://patch-diff.githubusercontent.com/samsond/python-sdk/blob/main/README.md
RELEASE.md	https://patch-diff.githubusercontent.com/samsond/python-sdk/blob/main/RELEASE.md
RELEASE.md	https://patch-diff.githubusercontent.com/samsond/python-sdk/blob/main/RELEASE.md
SECURITY.md	https://patch-diff.githubusercontent.com/samsond/python-sdk/blob/main/SECURITY.md
SECURITY.md	https://patch-diff.githubusercontent.com/samsond/python-sdk/blob/main/SECURITY.md
mkdocs.yml	https://patch-diff.githubusercontent.com/samsond/python-sdk/blob/main/mkdocs.yml
mkdocs.yml	https://patch-diff.githubusercontent.com/samsond/python-sdk/blob/main/mkdocs.yml
pyproject.toml	https://patch-diff.githubusercontent.com/samsond/python-sdk/blob/main/pyproject.toml
pyproject.toml	https://patch-diff.githubusercontent.com/samsond/python-sdk/blob/main/pyproject.toml
uv.lock	https://patch-diff.githubusercontent.com/samsond/python-sdk/blob/main/uv.lock
uv.lock	https://patch-diff.githubusercontent.com/samsond/python-sdk/blob/main/uv.lock
README	https://patch-diff.githubusercontent.com/samsond/python-sdk
Code of conduct	https://patch-diff.githubusercontent.com/samsond/python-sdk
Contributing	https://patch-diff.githubusercontent.com/samsond/python-sdk
License	https://patch-diff.githubusercontent.com/samsond/python-sdk
Security	https://patch-diff.githubusercontent.com/samsond/python-sdk
	https://patch-diff.githubusercontent.com/samsond/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.github.io/python-sdk/
	https://modelcontextprotocol.io
	https://modelcontextprotocol.io/specification/latest
v1.x branch	https://github.com/modelcontextprotocol/python-sdk/tree/v1.x
	https://patch-diff.githubusercontent.com/samsond/python-sdk#table-of-contents
MCP Python SDK	https://patch-diff.githubusercontent.com/samsond/python-sdk#mcp-python-sdk
Overview	https://patch-diff.githubusercontent.com/samsond/python-sdk#overview
Installation	https://patch-diff.githubusercontent.com/samsond/python-sdk#installation
Adding MCP to your python project	https://patch-diff.githubusercontent.com/samsond/python-sdk#adding-mcp-to-your-python-project
Running the standalone MCP development tools	https://patch-diff.githubusercontent.com/samsond/python-sdk#running-the-standalone-mcp-development-tools
Quickstart	https://patch-diff.githubusercontent.com/samsond/python-sdk#quickstart
What is MCP?	https://patch-diff.githubusercontent.com/samsond/python-sdk#what-is-mcp
Core Concepts	https://patch-diff.githubusercontent.com/samsond/python-sdk#core-concepts
Server	https://patch-diff.githubusercontent.com/samsond/python-sdk#server
Resources	https://patch-diff.githubusercontent.com/samsond/python-sdk#resources
Tools	https://patch-diff.githubusercontent.com/samsond/python-sdk#tools
Structured Output	https://patch-diff.githubusercontent.com/samsond/python-sdk#structured-output
Prompts	https://patch-diff.githubusercontent.com/samsond/python-sdk#prompts
Images	https://patch-diff.githubusercontent.com/samsond/python-sdk#images
Context	https://patch-diff.githubusercontent.com/samsond/python-sdk#context
Getting Context in Functions	https://patch-diff.githubusercontent.com/samsond/python-sdk#getting-context-in-functions
Context Properties and Methods	https://patch-diff.githubusercontent.com/samsond/python-sdk#context-properties-and-methods
Completions	https://patch-diff.githubusercontent.com/samsond/python-sdk#completions
Elicitation	https://patch-diff.githubusercontent.com/samsond/python-sdk#elicitation
Sampling	https://patch-diff.githubusercontent.com/samsond/python-sdk#sampling
Logging and Notifications	https://patch-diff.githubusercontent.com/samsond/python-sdk#logging-and-notifications
Authentication	https://patch-diff.githubusercontent.com/samsond/python-sdk#authentication
FastMCP Properties	https://patch-diff.githubusercontent.com/samsond/python-sdk#fastmcp-properties
Session Properties and Methods	https://patch-diff.githubusercontent.com/samsond/python-sdk#session-properties-and-methods
Request Context Properties	https://patch-diff.githubusercontent.com/samsond/python-sdk#request-context-properties
Running Your Server	https://patch-diff.githubusercontent.com/samsond/python-sdk#running-your-server
Development Mode	https://patch-diff.githubusercontent.com/samsond/python-sdk#development-mode
Claude Desktop Integration	https://patch-diff.githubusercontent.com/samsond/python-sdk#claude-desktop-integration
Direct Execution	https://patch-diff.githubusercontent.com/samsond/python-sdk#direct-execution
Streamable HTTP Transport	https://patch-diff.githubusercontent.com/samsond/python-sdk#streamable-http-transport
CORS Configuration for Browser-Based Clients	https://patch-diff.githubusercontent.com/samsond/python-sdk#cors-configuration-for-browser-based-clients
Mounting to an Existing ASGI Server	https://patch-diff.githubusercontent.com/samsond/python-sdk#mounting-to-an-existing-asgi-server
StreamableHTTP servers	https://patch-diff.githubusercontent.com/samsond/python-sdk#streamablehttp-servers
Basic mounting	https://patch-diff.githubusercontent.com/samsond/python-sdk#basic-mounting
Host-based routing	https://patch-diff.githubusercontent.com/samsond/python-sdk#host-based-routing
Multiple servers with path configuration	https://patch-diff.githubusercontent.com/samsond/python-sdk#multiple-servers-with-path-configuration
Path configuration at initialization	https://patch-diff.githubusercontent.com/samsond/python-sdk#path-configuration-at-initialization
SSE servers	https://patch-diff.githubusercontent.com/samsond/python-sdk#sse-servers
Advanced Usage	https://patch-diff.githubusercontent.com/samsond/python-sdk#advanced-usage
Low-Level Server	https://patch-diff.githubusercontent.com/samsond/python-sdk#low-level-server
Structured Output Support	https://patch-diff.githubusercontent.com/samsond/python-sdk#structured-output-support
Pagination (Advanced)	https://patch-diff.githubusercontent.com/samsond/python-sdk#pagination-advanced
Writing MCP Clients	https://patch-diff.githubusercontent.com/samsond/python-sdk#writing-mcp-clients
Client Display Utilities	https://patch-diff.githubusercontent.com/samsond/python-sdk#client-display-utilities
OAuth Authentication for Clients	https://patch-diff.githubusercontent.com/samsond/python-sdk#oauth-authentication-for-clients
Parsing Tool Results	https://patch-diff.githubusercontent.com/samsond/python-sdk#parsing-tool-results
MCP Primitives	https://patch-diff.githubusercontent.com/samsond/python-sdk#mcp-primitives
Server Capabilities	https://patch-diff.githubusercontent.com/samsond/python-sdk#server-capabilities
Documentation	https://patch-diff.githubusercontent.com/samsond/python-sdk#documentation
Contributing	https://patch-diff.githubusercontent.com/samsond/python-sdk#contributing
License	https://patch-diff.githubusercontent.com/samsond/python-sdk#license
	https://patch-diff.githubusercontent.com/samsond/python-sdk#overview
	https://patch-diff.githubusercontent.com/samsond/python-sdk#installation
	https://patch-diff.githubusercontent.com/samsond/python-sdk#adding-mcp-to-your-python-project
uv	https://docs.astral.sh/uv/
	https://patch-diff.githubusercontent.com/samsond/python-sdk#running-the-standalone-mcp-development-tools
	https://patch-diff.githubusercontent.com/samsond/python-sdk#quickstart
examples/snippets/servers/fastmcp_quickstart.py	https://github.com/modelcontextprotocol/python-sdk/blob/main/examples/snippets/servers/fastmcp_quickstart.py
Claude Code	https://docs.claude.com/en/docs/claude-code/mcp
	https://patch-diff.githubusercontent.com/samsond/python-sdk#what-is-mcp
Model Context Protocol (MCP)	https://modelcontextprotocol.io
	https://patch-diff.githubusercontent.com/samsond/python-sdk#core-concepts
	https://patch-diff.githubusercontent.com/samsond/python-sdk#server
examples/snippets/servers/lifespan_example.py	https://github.com/modelcontextprotocol/python-sdk/blob/main/examples/snippets/servers/lifespan_example.py
	https://patch-diff.githubusercontent.com/samsond/python-sdk#resources
examples/snippets/servers/basic_resource.py	https://github.com/modelcontextprotocol/python-sdk/blob/main/examples/snippets/servers/basic_resource.py
	https://patch-diff.githubusercontent.com/samsond/python-sdk#tools
examples/snippets/servers/basic_tool.py	https://github.com/modelcontextprotocol/python-sdk/blob/main/examples/snippets/servers/basic_tool.py
examples/snippets/servers/tool_progress.py	https://github.com/modelcontextprotocol/python-sdk/blob/main/examples/snippets/servers/tool_progress.py
	https://patch-diff.githubusercontent.com/samsond/python-sdk#structured-output
	https://patch-diff.githubusercontent.com/samsond/python-sdk#advanced-direct-calltoolresult
examples/snippets/servers/direct_call_tool_result.py	https://github.com/modelcontextprotocol/python-sdk/blob/main/examples/snippets/servers/direct_call_tool_result.py
examples/snippets/servers/structured_output.py	https://github.com/modelcontextprotocol/python-sdk/blob/main/examples/snippets/servers/structured_output.py
	https://patch-diff.githubusercontent.com/samsond/python-sdk#prompts
examples/snippets/servers/basic_prompt.py	https://github.com/modelcontextprotocol/python-sdk/blob/main/examples/snippets/servers/basic_prompt.py
	https://patch-diff.githubusercontent.com/samsond/python-sdk#icons
examples/fastmcp/icons_demo.py	https://github.com/modelcontextprotocol/python-sdk/blob/main/examples/fastmcp/icons_demo.py
	https://patch-diff.githubusercontent.com/samsond/python-sdk#images
examples/snippets/servers/images.py	https://github.com/modelcontextprotocol/python-sdk/blob/main/examples/snippets/servers/images.py
	https://patch-diff.githubusercontent.com/samsond/python-sdk#context
	https://patch-diff.githubusercontent.com/samsond/python-sdk#getting-context-in-functions
	https://patch-diff.githubusercontent.com/samsond/python-sdk#context-properties-and-methods
FastMCP Properties	https://patch-diff.githubusercontent.com/samsond/python-sdk#fastmcp-properties
Session Properties and Methods	https://patch-diff.githubusercontent.com/samsond/python-sdk#session-properties-and-methods
Request Context Properties	https://patch-diff.githubusercontent.com/samsond/python-sdk#request-context-properties
examples/snippets/servers/tool_progress.py	https://github.com/modelcontextprotocol/python-sdk/blob/main/examples/snippets/servers/tool_progress.py
	https://patch-diff.githubusercontent.com/samsond/python-sdk#completions
examples/snippets/clients/completion_client.py	https://github.com/modelcontextprotocol/python-sdk/blob/main/examples/snippets/clients/completion_client.py
	https://patch-diff.githubusercontent.com/samsond/python-sdk#elicitation
examples/snippets/servers/elicitation.py	https://github.com/modelcontextprotocol/python-sdk/blob/main/examples/snippets/servers/elicitation.py
	https://patch-diff.githubusercontent.com/samsond/python-sdk#sampling
examples/snippets/servers/sampling.py	https://github.com/modelcontextprotocol/python-sdk/blob/main/examples/snippets/servers/sampling.py
	https://patch-diff.githubusercontent.com/samsond/python-sdk#logging-and-notifications
examples/snippets/servers/notifications.py	https://github.com/modelcontextprotocol/python-sdk/blob/main/examples/snippets/servers/notifications.py
	https://patch-diff.githubusercontent.com/samsond/python-sdk#authentication
MCP authorization specification	https://modelcontextprotocol.io/specification/2025-06-18/basic/authorization
examples/snippets/servers/oauth_server.py	https://github.com/modelcontextprotocol/python-sdk/blob/main/examples/snippets/servers/oauth_server.py
examples/servers/simple-auth/	https://patch-diff.githubusercontent.com/samsond/python-sdk/blob/main/examples/servers/simple-auth
TokenVerifier	https://patch-diff.githubusercontent.com/samsond/python-sdk/blob/main/src/mcp/server/auth/provider.py
	https://patch-diff.githubusercontent.com/samsond/python-sdk#fastmcp-properties
	https://patch-diff.githubusercontent.com/samsond/python-sdk#session-properties-and-methods
	https://patch-diff.githubusercontent.com/samsond/python-sdk#request-context-properties
examples/snippets/servers/lifespan_example.py	https://github.com/modelcontextprotocol/python-sdk/blob/main/examples/snippets/servers/lifespan_example.py
	https://patch-diff.githubusercontent.com/samsond/python-sdk#running-your-server
	https://patch-diff.githubusercontent.com/samsond/python-sdk#development-mode
	https://patch-diff.githubusercontent.com/samsond/python-sdk#claude-desktop-integration
	https://patch-diff.githubusercontent.com/samsond/python-sdk#direct-execution
examples/snippets/servers/direct_execution.py	https://github.com/modelcontextprotocol/python-sdk/blob/main/examples/snippets/servers/direct_execution.py
	https://patch-diff.githubusercontent.com/samsond/python-sdk#streamable-http-transport
examples/snippets/servers/streamable_config.py	https://github.com/modelcontextprotocol/python-sdk/blob/main/examples/snippets/servers/streamable_config.py
examples/snippets/servers/streamable_starlette_mount.py	https://github.com/modelcontextprotocol/python-sdk/blob/main/examples/snippets/servers/streamable_starlette_mount.py
examples/servers/simple-streamablehttp/	https://patch-diff.githubusercontent.com/samsond/python-sdk/blob/main/examples/servers/simple-streamablehttp
examples/servers/simple-streamablehttp-stateless/	https://patch-diff.githubusercontent.com/samsond/python-sdk/blob/main/examples/servers/simple-streamablehttp-stateless
	https://patch-diff.githubusercontent.com/samsond/python-sdk#cors-configuration-for-browser-based-clients
	https://patch-diff.githubusercontent.com/samsond/python-sdk#mounting-to-an-existing-asgi-server
Starlette documentation	https://www.starlette.io/routing/#submounting-routes
	https://patch-diff.githubusercontent.com/samsond/python-sdk#streamablehttp-servers
	https://patch-diff.githubusercontent.com/samsond/python-sdk#basic-mounting
examples/snippets/servers/streamable_http_basic_mounting.py	https://github.com/modelcontextprotocol/python-sdk/blob/main/examples/snippets/servers/streamable_http_basic_mounting.py
	https://patch-diff.githubusercontent.com/samsond/python-sdk#host-based-routing
examples/snippets/servers/streamable_http_host_mounting.py	https://github.com/modelcontextprotocol/python-sdk/blob/main/examples/snippets/servers/streamable_http_host_mounting.py
	https://patch-diff.githubusercontent.com/samsond/python-sdk#multiple-servers-with-path-configuration
examples/snippets/servers/streamable_http_multiple_servers.py	https://github.com/modelcontextprotocol/python-sdk/blob/main/examples/snippets/servers/streamable_http_multiple_servers.py
	https://patch-diff.githubusercontent.com/samsond/python-sdk#path-configuration-at-initialization
examples/snippets/servers/streamable_http_path_config.py	https://github.com/modelcontextprotocol/python-sdk/blob/main/examples/snippets/servers/streamable_http_path_config.py
	https://patch-diff.githubusercontent.com/samsond/python-sdk#sse-servers
Streamable HTTP transport	https://modelcontextprotocol.io/specification/2025-03-26/basic/transports#streamable-http
Starlette documentation	https://www.starlette.io/routing/#submounting-routes
	https://patch-diff.githubusercontent.com/samsond/python-sdk#advanced-usage
	https://patch-diff.githubusercontent.com/samsond/python-sdk#low-level-server
examples/snippets/servers/lowlevel/lifespan.py	https://github.com/modelcontextprotocol/python-sdk/blob/main/examples/snippets/servers/lowlevel/lifespan.py
examples/snippets/servers/lowlevel/basic.py	https://github.com/modelcontextprotocol/python-sdk/blob/main/examples/snippets/servers/lowlevel/basic.py
	https://patch-diff.githubusercontent.com/samsond/python-sdk#structured-output-support
examples/snippets/servers/lowlevel/structured_output.py	https://github.com/modelcontextprotocol/python-sdk/blob/main/examples/snippets/servers/lowlevel/structured_output.py
	https://patch-diff.githubusercontent.com/samsond/python-sdk#returning-calltoolresult-directly
examples/snippets/servers/lowlevel/direct_call_tool_result.py	https://github.com/modelcontextprotocol/python-sdk/blob/main/examples/snippets/servers/lowlevel/direct_call_tool_result.py
	https://patch-diff.githubusercontent.com/samsond/python-sdk#pagination-advanced
	https://patch-diff.githubusercontent.com/samsond/python-sdk#server-side-implementation
examples/snippets/servers/pagination_example.py	https://github.com/modelcontextprotocol/python-sdk/blob/main/examples/snippets/servers/pagination_example.py
	https://patch-diff.githubusercontent.com/samsond/python-sdk#client-side-consumption
examples/snippets/clients/pagination_client.py	https://github.com/modelcontextprotocol/python-sdk/blob/main/examples/snippets/clients/pagination_client.py
	https://patch-diff.githubusercontent.com/samsond/python-sdk#key-points
simple-pagination example	https://patch-diff.githubusercontent.com/samsond/python-sdk/blob/main/examples/servers/simple-pagination
	https://patch-diff.githubusercontent.com/samsond/python-sdk#writing-mcp-clients
transports	https://modelcontextprotocol.io/specification/2025-03-26/basic/transports
examples/snippets/clients/stdio_client.py	https://github.com/modelcontextprotocol/python-sdk/blob/main/examples/snippets/clients/stdio_client.py
Streamable HTTP transport	https://modelcontextprotocol.io/specification/2025-03-26/basic/transports#streamable-http
examples/snippets/clients/streamable_basic.py	https://github.com/modelcontextprotocol/python-sdk/blob/main/examples/snippets/clients/streamable_basic.py
	https://patch-diff.githubusercontent.com/samsond/python-sdk#client-display-utilities
examples/snippets/clients/display_utilities.py	https://github.com/modelcontextprotocol/python-sdk/blob/main/examples/snippets/clients/display_utilities.py
	https://patch-diff.githubusercontent.com/samsond/python-sdk#oauth-authentication-for-clients
authorization support	https://modelcontextprotocol.io/specification/2025-03-26/basic/authorization
examples/snippets/clients/oauth_client.py	https://github.com/modelcontextprotocol/python-sdk/blob/main/examples/snippets/clients/oauth_client.py
examples/clients/simple-auth-client/	https://patch-diff.githubusercontent.com/samsond/python-sdk/blob/main/examples/clients/simple-auth-client
	https://patch-diff.githubusercontent.com/samsond/python-sdk#parsing-tool-results
	https://patch-diff.githubusercontent.com/samsond/python-sdk#mcp-primitives
	https://patch-diff.githubusercontent.com/samsond/python-sdk#server-capabilities
	https://patch-diff.githubusercontent.com/samsond/python-sdk#documentation
API Reference	https://modelcontextprotocol.github.io/python-sdk/api/
Experimental Features (Tasks)	https://modelcontextprotocol.github.io/python-sdk/experimental/tasks/
Model Context Protocol documentation	https://modelcontextprotocol.io
Model Context Protocol specification	https://modelcontextprotocol.io/specification/latest
Officially supported servers	https://github.com/modelcontextprotocol/servers
	https://patch-diff.githubusercontent.com/samsond/python-sdk#contributing
contributing guide	https://patch-diff.githubusercontent.com/samsond/python-sdk/blob/main/CONTRIBUTING.md
	https://patch-diff.githubusercontent.com/samsond/python-sdk#license
modelcontextprotocol.github.io/python-sdk/	https://modelcontextprotocol.github.io/python-sdk/
Readme	https://patch-diff.githubusercontent.com/samsond/python-sdk#readme-ov-file
MIT license	https://patch-diff.githubusercontent.com/samsond/python-sdk#MIT-1-ov-file
Code of conduct	https://patch-diff.githubusercontent.com/samsond/python-sdk#coc-ov-file
Contributing	https://patch-diff.githubusercontent.com/samsond/python-sdk#contributing-ov-file
Security policy	https://patch-diff.githubusercontent.com/samsond/python-sdk#security-ov-file
Please reload this page	https://patch-diff.githubusercontent.com/samsond/python-sdk
Activity	https://patch-diff.githubusercontent.com/samsond/python-sdk/activity
0 stars	https://patch-diff.githubusercontent.com/samsond/python-sdk/stargazers
0 watching	https://patch-diff.githubusercontent.com/samsond/python-sdk/watchers
0 forks	https://patch-diff.githubusercontent.com/samsond/python-sdk/forks
Report repository	https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fsamsond%2Fpython-sdk&report=samsond+%28user%29
Releases	https://patch-diff.githubusercontent.com/samsond/python-sdk/releases
Packages 0	https://patch-diff.githubusercontent.com/users/samsond/packages?repo_name=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.