René's URL Explorer Experiment

Title: GitHub - drQedwards/PPM: The Python Package Manager (PPM) with persistent memory MCP tools inside Contextplus supermodeltools and context7 · GitHub

Open Graph Title: GitHub - drQedwards/PPM: The Python Package Manager (PPM) with persistent memory MCP tools inside Contextplus supermodeltools and context7

X Title: GitHub - drQedwards/PPM: The Python Package Manager (PPM) with persistent memory MCP tools inside Contextplus supermodeltools and context7

Description: The Python Package Manager (PPM) with persistent memory MCP tools inside Contextplus supermodeltools and context7 - drQedwards/PPM

Open Graph Description: The Python Package Manager (PPM) with persistent memory MCP tools inside Contextplus supermodeltools and context7 - drQedwards/PPM

X Description: The Python Package Manager (PPM) with persistent memory MCP tools inside Contextplus supermodeltools and context7 - drQedwards/PPM

Opengraph URL: https://github.com/drQedwards/PPM

X: @github

direct link

Domain: github.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:c97160d5-a982-236d-24ad-6c0606701b62
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	BAF2:35F999:379DE1:4EB6D8:6A5F1752
html-safe-nonce	91f23f1103d8caad53e6e4f769cfaa5bb7aa844a66e2fb559156e57ede24c4f9
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJCQUYyOjM1Rjk5OTozNzlERTE6NEVCNkQ4OjZBNUYxNzUyIiwidmlzaXRvcl9pZCI6IjcyMTk4MzUzMTc5NTgxNDIyNiIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmac	35c324cfc84be7a868af0fe4282cb1f1ade21710e68892dbd935fc20baed0351
hovercard-subject-tag	repository:1008142203
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/drQedwards/PPM
twitter:image	https://opengraph.githubassets.com/80017d3cedefdc9362c15fc9a5311b368dc984ccd12f97f02c5becf0042dd0d1/drQedwards/PPM
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/80017d3cedefdc9362c15fc9a5311b368dc984ccd12f97f02c5becf0042dd0d1/drQedwards/PPM
og:image:alt	The Python Package Manager (PPM) with persistent memory MCP tools inside Contextplus supermodeltools and context7 - drQedwards/PPM
og:image:width	1200
og:image:height	600
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	bf8fa4b42b6d150def6175efb9b0f1ec8e9628d7229ee2bdf6e850e7bdad923e
turbo-cache-control	no-cache
go-import	github.com/drQedwards/PPM git https://github.com/drQedwards/PPM.git
octolytics-dimension-user_id	213266729
octolytics-dimension-user_login	drQedwards
octolytics-dimension-repository_id	1008142203
octolytics-dimension-repository_nwo	drQedwards/PPM
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	false
octolytics-dimension-repository_network_root_id	1008142203
octolytics-dimension-repository_network_root_nwo	drQedwards/PPM
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	7debc3c6cd5de09c6e22b47a1b9982acb2aabb7b
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://github.com/drQedwards/PPM#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FdrQedwards%2FPPM
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%2FdrQedwards%2FPPM
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=drQedwards%2FPPM
Reload	https://github.com/drQedwards/PPM
Reload	https://github.com/drQedwards/PPM
Reload	https://github.com/drQedwards/PPM
drQedwards	https://github.com/drQedwards
PPM	https://github.com/drQedwards/PPM
Please reload this page	https://github.com/drQedwards/PPM
Notifications	https://github.com/login?return_to=%2FdrQedwards%2FPPM
Fork 10	https://github.com/login?return_to=%2FdrQedwards%2FPPM
Star 14	https://github.com/login?return_to=%2FdrQedwards%2FPPM
Code	https://github.com/drQedwards/PPM
Issues 0	https://github.com/drQedwards/PPM/issues
Pull requests 0	https://github.com/drQedwards/PPM/pulls
Actions	https://github.com/drQedwards/PPM/actions
Projects	https://github.com/drQedwards/PPM/projects
Security and quality 0	https://github.com/drQedwards/PPM/security
Insights	https://github.com/drQedwards/PPM/pulse
Code	https://github.com/drQedwards/PPM
Issues	https://github.com/drQedwards/PPM/issues
Pull requests	https://github.com/drQedwards/PPM/pulls
Actions	https://github.com/drQedwards/PPM/actions
Projects	https://github.com/drQedwards/PPM/projects
Security and quality	https://github.com/drQedwards/PPM/security
Insights	https://github.com/drQedwards/PPM/pulse
	https://github.com/drQedwards/PPM
Branches	https://github.com/drQedwards/PPM/branches
Tags	https://github.com/drQedwards/PPM/tags
	https://github.com/drQedwards/PPM/branches
	https://github.com/drQedwards/PPM/tags
299 Commits	https://github.com/drQedwards/PPM/commits/main/
	https://github.com/drQedwards/PPM/commits/main/
.github	https://github.com/drQedwards/PPM/tree/main/.github
.github	https://github.com/drQedwards/PPM/tree/main/.github
.vscode	https://github.com/drQedwards/PPM/tree/main/.vscode
.vscode	https://github.com/drQedwards/PPM/tree/main/.vscode
CLI	https://github.com/drQedwards/PPM/tree/main/CLI
CLI	https://github.com/drQedwards/PPM/tree/main/CLI
Numpy-lib	https://github.com/drQedwards/PPM/tree/main/Numpy-lib
Numpy-lib	https://github.com/drQedwards/PPM/tree/main/Numpy-lib
Panda-lib	https://github.com/drQedwards/PPM/tree/main/Panda-lib
Panda-lib	https://github.com/drQedwards/PPM/tree/main/Panda-lib
Ppm-lib	https://github.com/drQedwards/PPM/tree/main/Ppm-lib
Ppm-lib	https://github.com/drQedwards/PPM/tree/main/Ppm-lib
Q_promise_lib	https://github.com/drQedwards/PPM/tree/main/Q_promise_lib
Q_promise_lib	https://github.com/drQedwards/PPM/tree/main/Q_promise_lib
RCM-lib	https://github.com/drQedwards/PPM/tree/main/RCM-lib
RCM-lib	https://github.com/drQedwards/PPM/tree/main/RCM-lib
README	https://github.com/drQedwards/PPM/tree/main/README
README	https://github.com/drQedwards/PPM/tree/main/README
Resolver-lib	https://github.com/drQedwards/PPM/tree/main/Resolver-lib
Resolver-lib	https://github.com/drQedwards/PPM/tree/main/Resolver-lib
Src	https://github.com/drQedwards/PPM/tree/main/Src
Src	https://github.com/drQedwards/PPM/tree/main/Src
Torch-lib	https://github.com/drQedwards/PPM/tree/main/Torch-lib
Torch-lib	https://github.com/drQedwards/PPM/tree/main/Torch-lib
Transformer-lib	https://github.com/drQedwards/PPM/tree/main/Transformer-lib
Transformer-lib	https://github.com/drQedwards/PPM/tree/main/Transformer-lib
contracts	https://github.com/drQedwards/PPM/tree/main/contracts
contracts	https://github.com/drQedwards/PPM/tree/main/contracts
docs/codedocs	https://github.com/drQedwards/PPM/tree/main/docs/codedocs
docs/codedocs	https://github.com/drQedwards/PPM/tree/main/docs/codedocs
mcp	https://github.com/drQedwards/PPM/tree/main/mcp
mcp	https://github.com/drQedwards/PPM/tree/main/mcp
notebooks	https://github.com/drQedwards/PPM/tree/main/notebooks
notebooks	https://github.com/drQedwards/PPM/tree/main/notebooks
scripts	https://github.com/drQedwards/PPM/tree/main/scripts
scripts	https://github.com/drQedwards/PPM/tree/main/scripts
src	https://github.com/drQedwards/PPM/tree/main/src
src	https://github.com/drQedwards/PPM/tree/main/src
tests	https://github.com/drQedwards/PPM/tree/main/tests
tests	https://github.com/drQedwards/PPM/tree/main/tests
.dockerignore	https://github.com/drQedwards/PPM/blob/main/.dockerignore
.dockerignore	https://github.com/drQedwards/PPM/blob/main/.dockerignore
.gitignore	https://github.com/drQedwards/PPM/blob/main/.gitignore
.gitignore	https://github.com/drQedwards/PPM/blob/main/.gitignore
.gitmodules	https://github.com/drQedwards/PPM/blob/main/.gitmodules
.gitmodules	https://github.com/drQedwards/PPM/blob/main/.gitmodules
Color_rl_async.patch	https://github.com/drQedwards/PPM/blob/main/Color_rl_async.patch
Color_rl_async.patch	https://github.com/drQedwards/PPM/blob/main/Color_rl_async.patch
IMG_8666.jpeg	https://github.com/drQedwards/PPM/blob/main/IMG_8666.jpeg
IMG_8666.jpeg	https://github.com/drQedwards/PPM/blob/main/IMG_8666.jpeg
IMG_8686.jpeg	https://github.com/drQedwards/PPM/blob/main/IMG_8686.jpeg
IMG_8686.jpeg	https://github.com/drQedwards/PPM/blob/main/IMG_8686.jpeg
IMG_8687.jpeg	https://github.com/drQedwards/PPM/blob/main/IMG_8687.jpeg
IMG_8687.jpeg	https://github.com/drQedwards/PPM/blob/main/IMG_8687.jpeg
LICENSE	https://github.com/drQedwards/PPM/blob/main/LICENSE
LICENSE	https://github.com/drQedwards/PPM/blob/main/LICENSE
PMLL.c	https://github.com/drQedwards/PPM/blob/main/PMLL.c
PMLL.c	https://github.com/drQedwards/PPM/blob/main/PMLL.c
PMLL.h	https://github.com/drQedwards/PPM/blob/main/PMLL.h
PMLL.h	https://github.com/drQedwards/PPM/blob/main/PMLL.h
PMLL2.c	https://github.com/drQedwards/PPM/blob/main/PMLL2.c
PMLL2.c	https://github.com/drQedwards/PPM/blob/main/PMLL2.c
PMLL2.h	https://github.com/drQedwards/PPM/blob/main/PMLL2.h
PMLL2.h	https://github.com/drQedwards/PPM/blob/main/PMLL2.h
PPM-2.1.5.tar.gz	https://github.com/drQedwards/PPM/blob/main/PPM-2.1.5.tar.gz
PPM-2.1.5.tar.gz	https://github.com/drQedwards/PPM/blob/main/PPM-2.1.5.tar.gz
PPM-2.1.6.tar.gz	https://github.com/drQedwards/PPM/blob/main/PPM-2.1.6.tar.gz
PPM-2.1.6.tar.gz	https://github.com/drQedwards/PPM/blob/main/PPM-2.1.6.tar.gz
PPM-UV-CLI.toml	https://github.com/drQedwards/PPM/blob/main/PPM-UV-CLI.toml
PPM-UV-CLI.toml	https://github.com/drQedwards/PPM/blob/main/PPM-UV-CLI.toml
PPM.lock	https://github.com/drQedwards/PPM/blob/main/PPM.lock
PPM.lock	https://github.com/drQedwards/PPM/blob/main/PPM.lock
PPM.toml	https://github.com/drQedwards/PPM/blob/main/PPM.toml
PPM.toml	https://github.com/drQedwards/PPM/blob/main/PPM.toml
Ppm.c	https://github.com/drQedwards/PPM/blob/main/Ppm.c
Ppm.c	https://github.com/drQedwards/PPM/blob/main/Ppm.c
Pypm.asm	https://github.com/drQedwards/PPM/blob/main/Pypm.asm
Pypm.asm	https://github.com/drQedwards/PPM/blob/main/Pypm.asm
Pypm.c	https://github.com/drQedwards/PPM/blob/main/Pypm.c
Pypm.c	https://github.com/drQedwards/PPM/blob/main/Pypm.c
Pypm.h	https://github.com/drQedwards/PPM/blob/main/Pypm.h
Pypm.h	https://github.com/drQedwards/PPM/blob/main/Pypm.h
Pypm.md	https://github.com/drQedwards/PPM/blob/main/Pypm.md
Pypm.md	https://github.com/drQedwards/PPM/blob/main/Pypm.md
Pypm.pyx	https://github.com/drQedwards/PPM/blob/main/Pypm.pyx
Pypm.pyx	https://github.com/drQedwards/PPM/blob/main/Pypm.pyx
README.md	https://github.com/drQedwards/PPM/blob/main/README.md
README.md	https://github.com/drQedwards/PPM/blob/main/README.md
SAT.c	https://github.com/drQedwards/PPM/blob/main/SAT.c
SAT.c	https://github.com/drQedwards/PPM/blob/main/SAT.c
SAT.h	https://github.com/drQedwards/PPM/blob/main/SAT.h
SAT.h	https://github.com/drQedwards/PPM/blob/main/SAT.h
SAT.py	https://github.com/drQedwards/PPM/blob/main/SAT.py
SAT.py	https://github.com/drQedwards/PPM/blob/main/SAT.py
SAT.pyx	https://github.com/drQedwards/PPM/blob/main/SAT.pyx
SAT.pyx	https://github.com/drQedwards/PPM/blob/main/SAT.pyx
Tiered_topk.patch	https://github.com/drQedwards/PPM/blob/main/Tiered_topk.patch
Tiered_topk.patch	https://github.com/drQedwards/PPM/blob/main/Tiered_topk.patch
context7.json	https://github.com/drQedwards/PPM/blob/main/context7.json
context7.json	https://github.com/drQedwards/PPM/blob/main/context7.json
cuda_pmll.cu	https://github.com/drQedwards/PPM/blob/main/cuda_pmll.cu
cuda_pmll.cu	https://github.com/drQedwards/PPM/blob/main/cuda_pmll.cu
eleventy.config.mjs	https://github.com/drQedwards/PPM/blob/main/eleventy.config.mjs
eleventy.config.mjs	https://github.com/drQedwards/PPM/blob/main/eleventy.config.mjs
esbuild.config.mjs	https://github.com/drQedwards/PPM/blob/main/esbuild.config.mjs
esbuild.config.mjs	https://github.com/drQedwards/PPM/blob/main/esbuild.config.mjs
memory_retention_lattice.obj	https://github.com/drQedwards/PPM/blob/main/memory_retention_lattice.obj
memory_retention_lattice.obj	https://github.com/drQedwards/PPM/blob/main/memory_retention_lattice.obj
package-lock.json	https://github.com/drQedwards/PPM/blob/main/package-lock.json
package-lock.json	https://github.com/drQedwards/PPM/blob/main/package-lock.json
package.json	https://github.com/drQedwards/PPM/blob/main/package.json
package.json	https://github.com/drQedwards/PPM/blob/main/package.json
ppm_cli.py	https://github.com/drQedwards/PPM/blob/main/ppm_cli.py
ppm_cli.py	https://github.com/drQedwards/PPM/blob/main/ppm_cli.py
pyproject.toml	https://github.com/drQedwards/PPM/blob/main/pyproject.toml
pyproject.toml	https://github.com/drQedwards/PPM/blob/main/pyproject.toml
server.json	https://github.com/drQedwards/PPM/blob/main/server.json
server.json	https://github.com/drQedwards/PPM/blob/main/server.json
solution.cpp	https://github.com/drQedwards/PPM/blob/main/solution.cpp
solution.cpp	https://github.com/drQedwards/PPM/blob/main/solution.cpp
tsconfig.json	https://github.com/drQedwards/PPM/blob/main/tsconfig.json
tsconfig.json	https://github.com/drQedwards/PPM/blob/main/tsconfig.json
vercel.json	https://github.com/drQedwards/PPM/blob/main/vercel.json
vercel.json	https://github.com/drQedwards/PPM/blob/main/vercel.json
README	https://github.com/drQedwards/PPM
MIT license	https://github.com/drQedwards/PPM
	https://github.com/drQedwards/PPM#ppm--python-package-manager
	https://camo.githubusercontent.com/b0c6c6845a74cb65a7f0a32bdcfd8fbf80eeb40026c4029af424ab371c94b8bd/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f6275696c642d70617373696e672d627269676874677265656e
	https://camo.githubusercontent.com/b8cadaa967891081f8f165695470689986c028821dd8a040132f6e661795dc0d/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f6c6963656e73652d4d49542d626c7565
	https://camo.githubusercontent.com/f964680ac14263ee5f822844bbebc9fc0f924c6be7af3c42c1886cd6dd3cc341/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f7079706d2d302e302e332d2d6465762d79656c6c6f77
	https://www.npmjs.com/package/pmll-memory-mcp
	https://github.com/sponsors/DrQedwards
PMLL Memory MCP server	https://github.com/drQedwards/PPM#-pmll-memory-mcp-server
Context+	https://github.com/ForLoopCodes/contextplus
	https://github.com/drQedwards/PPM#table-of-contents
Features	https://github.com/drQedwards/PPM#-features
Building from Source	https://github.com/drQedwards/PPM#-building-from-source
CLI Commands	https://github.com/drQedwards/PPM#-cli-commands
GPU & Security Features	https://github.com/drQedwards/PPM#-gpu--security-features
Plugin System	https://github.com/drQedwards/PPM#-plugin-system
Configuration	https://github.com/drQedwards/PPM#-configuration
PMLL Memory MCP Server	https://github.com/drQedwards/PPM#-pmll-memory-mcp-server
Architecture	https://github.com/drQedwards/PPM#-architecture
Release Notes	https://github.com/drQedwards/PPM#-release-notes
Roadmap	https://github.com/drQedwards/PPM#-roadmap
Contributing & Sponsors	https://github.com/drQedwards/PPM#-contributing--sponsors
	https://github.com/drQedwards/PPM#-features
	https://github.com/drQedwards/PPM#-building-from-source
	https://github.com/drQedwards/PPM#system-dependencies
	https://github.com/drQedwards/PPM#build--first-run
	https://github.com/drQedwards/PPM#optional-cuda-accelerated-build
	https://github.com/drQedwards/PPM#-cli-commands
	https://github.com/drQedwards/PPM#import-packages
	https://github.com/drQedwards/PPM#project-initialization
	https://github.com/drQedwards/PPM#dependency-resolution--locking
	https://github.com/drQedwards/PPM#snapshot--rollback
	https://github.com/drQedwards/PPM#environment-diagnostics
	https://github.com/drQedwards/PPM#sandbox
	https://github.com/drQedwards/PPM#hermetic-packaging
	https://github.com/drQedwards/PPM#-gpu--security-features
	https://github.com/drQedwards/PPM#gpu-accelerated-hash-verification
	https://github.com/drQedwards/PPM#gpu-backend-selection
	https://github.com/drQedwards/PPM#ed25519-cryptographic-signing
	https://github.com/drQedwards/PPM#provenance--sbom
	https://github.com/drQedwards/PPM#-plugin-system
	https://github.com/drQedwards/PPM#writing-a-plugin-c
	https://github.com/drQedwards/PPM#️-configuration
	https://github.com/drQedwards/PPM#pypmtoml
	https://github.com/drQedwards/PPM#environment-variables
	https://github.com/drQedwards/PPM#-pmll-memory-mcp-server
Context+	https://github.com/ForLoopCodes/contextplus
	https://www.npmjs.com/package/pmll-memory-mcp
	https://pypi.org/project/pmll-memory-mcp/
	https://github.com/modelcontextprotocol/servers
Context+	https://github.com/ForLoopCodes/contextplus
@ForLoopCodes	https://github.com/ForLoopCodes
	https://github.com/drQedwards/PPM#why-its-a-premium-3rd-initializer
	https://github.com/drQedwards/PPM#the-peek-pattern
	https://github.com/drQedwards/PPM#tools-reference-15-tools
	https://github.com/drQedwards/PPM#short-term-kv-memory-5-tools
	https://github.com/drQedwards/PPM#graphql-1-tool
Context+	https://github.com/ForLoopCodes/contextplus
	https://github.com/drQedwards/PPM#long-term-memory-graph-6-tools--adapted-from-context
Context+	https://github.com/ForLoopCodes/contextplus
@ForLoopCodes	https://github.com/ForLoopCodes
	https://github.com/drQedwards/PPM#solution-engine-3-tools
	https://github.com/drQedwards/PPM#installation
	https://github.com/drQedwards/PPM#via-npx-recommended--no-install-needed
	https://github.com/drQedwards/PPM#via-npm
	https://github.com/drQedwards/PPM#via-pip-python
	https://github.com/drQedwards/PPM#claude-desktop--mcp-config-claude_desktop_configjson
	https://github.com/drQedwards/PPM#npx
	https://github.com/drQedwards/PPM#docker
	https://github.com/drQedwards/PPM#vs-code-mcp-configuration
	https://github.com/drQedwards/PPM#npx-1
	https://github.com/drQedwards/PPM#docker-1
	https://github.com/drQedwards/PPM#docker-2
	https://github.com/drQedwards/PPM#companion-servers--integrations
unstoppable-domains/	https://github.com/drQedwards/PPM/blob/main/unstoppable-domains
github.com/ForLoopCodes/contextplus	https://github.com/ForLoopCodes/contextplus
@ForLoopCodes	https://github.com/ForLoopCodes
mcp/README.md	https://github.com/drQedwards/PPM/blob/main/mcp/README.md
	https://github.com/drQedwards/PPM#-architecture
	https://github.com/drQedwards/PPM#key-components
Context+	https://github.com/ForLoopCodes/contextplus
	https://github.com/drQedwards/PPM#-release-notes
	https://github.com/drQedwards/PPM#pypm-003-dev-25-jun-2025
	https://github.com/drQedwards/PPM#pmll-memory-mcp-101
	https://github.com/drQedwards/PPM#pmll-memory-mcp-100
Context+	https://github.com/ForLoopCodes/contextplus
@ForLoopCodes	https://github.com/ForLoopCodes
	https://github.com/drQedwards/PPM#pmll-memory-mcp-020
	https://github.com/drQedwards/PPM#pypm-002-25-jun-2025
	https://github.com/drQedwards/PPM#pypm-001-23-jun-2025
	https://github.com/drQedwards/PPM#-roadmap
	https://github.com/drQedwards/PPM#-contributing--sponsors
https://github.com/drQedwards/PPM/issues	https://github.com/drQedwards/PPM/issues
	https://github.com/sponsors/DrQedwards
	https://buymeacoffee.com/drqedwards
	https://www.coingecko.com/en/portfolios/public/jkdrq
ppm-one.vercel.app	https://ppm-one.vercel.app
mcp	https://github.com/topics/mcp
mcp-server	https://github.com/topics/mcp-server
Readme	https://github.com/drQedwards/PPM#readme-ov-file
MIT license	https://github.com/drQedwards/PPM#MIT-1-ov-file
Please reload this page	https://github.com/drQedwards/PPM
Activity	https://github.com/drQedwards/PPM/activity
10 forks	https://github.com/drQedwards/PPM/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FdrQedwards%2FPPM&report=drQedwards+%28user%29
Releases 48	https://github.com/drQedwards/PPM/releases
V.2.0.3 MIT license vs GNL conflict resolved Latest Apr 6, 2026	https://github.com/drQedwards/PPM/releases/tag/V2.0.3
+ 47 releases	https://github.com/drQedwards/PPM/releases
Please reload this page	https://github.com/drQedwards/PPM
buymeacoffee.com/drqedwards	https://buymeacoffee.com/drqedwards
https://pypi.org/project/ppm/	https://pypi.org/project/ppm/
Packages 0	https://github.com/users/drQedwards/packages?repo_name=PPM
Please reload this page	https://github.com/drQedwards/PPM
Contributors	https://github.com/drQedwards/PPM/graphs/contributors
Please reload this page	https://github.com/drQedwards/PPM
Python 39.1%	https://github.com/drQedwards/PPM/search?l=python
TypeScript 16.1%	https://github.com/drQedwards/PPM/search?l=typescript
C 13.5%	https://github.com/drQedwards/PPM/search?l=c
Cuda 11.8%	https://github.com/drQedwards/PPM/search?l=cuda
Cython 5.3%	https://github.com/drQedwards/PPM/search?l=cython
JavaScript 3.7%	https://github.com/drQedwards/PPM/search?l=javascript
	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.