---
title: "Open-source GitHub repos for GTM engineering | ONEGTMLAB"
description: "198 open-source repos for GTM engineering: agent skills, MCP servers, scrapers, CRM, enrichment and outreach. Licence, install command and fit for each."
canonical: https://www.onegtmlab.dev/tool-directory/github-repos
---

# Open-source GitHub repos for GTM engineering | ONEGTMLAB

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GitHub repos

# Open-source GitHub repos for GTM engineering

Agent skills, MCP servers, scrapers, CRM, enrichment and outreach projects you can run yourself. Each row gives the licence, when it was last updated and the install command, so you can try one in a minute.

-   **198**repos
-   **12**categories
-   **69**ship an MCP server
-   **78**ship Claude skills

Verified 25 Oct 2026 from GitHub

## All 198 repos

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Showing 40 of 198 repos

RepoCategoryStarsLicenceUpdatedInstall

![](/_astro/jaizendra-netizen.Dljhfk06_xcVqK.webp)[jaizendra-netizen/**signal-outbound-lead-gen-system**](https://github.com/jaizendra-netizen/signal-outbound-lead-gen-system)Built by OneGTMLabOneGTMLab's reference build for turning LinkedIn buying signals into meetings, with Supabase as the system of record and Claude Code as operator.Outreach agents2MIT3 mo ago`git clone https://github.com/jaizendra-netizen/signal-outbound-lead-gen-system.git`

Needs a hosted APITypeScript

**Use it to** Signal-to-meeting outbound pipeline; Verify and enrich signal leads.

**Licence** MIT: permissive: use, change and sell it, keep the notice.

**Worth knowing** Our own repo. Uses ClearCue, Supabase, Apify, enrichment APIs and HeyReach; placeholder keys only.

[jaizendra-netizen/signal-outbound-lead-gen-system on GitHub ↗](https://github.com/jaizendra-netizen/signal-outbound-lead-gen-system)

![](/_astro/n8n-io.BQN4AePz_1oAclT.webp)[n8n-io/**n8n**](https://github.com/n8n-io/n8n)A fair-code workflow automation platform with a visual builder, custom code and AI agent nodes, self-hosted or cloud.Workflow automation209kSustainable Usethis month`docker run -it --rm --name n8n -p 5678:5678 -v n8n_data:/home/node/.n8n docker.n8n.io/n8nio/n8n`

Self-host or cloudTypeScript

**Use it to** Enrichment and routing workflows; Webhook-driven CRM automations.

**Licence** Sustainable Use: source-available: you can read and run it, with limits on how.

**Worth knowing** LICENSE file: Sustainable Use License (fair-code, source-available, not OSI open source); .ee files need an enterprise licence. Cloud also offered.

`ai``apis``automation``cli``data-flow``development``integration-framework``integrations``ipaas``low-code``low-code-platform``mcp`

[n8n-io/n8n on GitHub ↗](https://github.com/n8n-io/n8n)[Website ↗](https://n8n.io)

![](/_astro/firecrawl.Dmquriw6_1YXYAX.webp)[firecrawl/**firecrawl**](https://github.com/firecrawl/firecrawl)An API and open-source engine that searches, scrapes, crawls and maps websites into clean Markdown or structured JSON for AI agents.Scraping195kAGPL-3.0this month`pip install firecrawl`

Claude skillsSelf-host or cloudTypeScript

**Use it to** Scrape company homepages for qualification; Map every URL on a site.

**Licence** AGPL-3.0: copyleft: changes you distribute or serve must stay open.

**Worth knowing** AGPL-3.0. Self-host or use the hosted API.

`ai``ai-agents``ai-crawler``ai-scraping``ai-search``crawler``data-extraction``html-to-markdown``llm``markdown``scraper``scraping`

[firecrawl/firecrawl on GitHub ↗](https://github.com/firecrawl/firecrawl)[Website ↗](https://firecrawl.dev)

![](/_astro/anthropics.DbMQKc25_cSqap.webp)[anthropics/**skills**](https://github.com/anthropics/skills)Anthropic's public repository of Agent Skills, including document skills for Word, Excel, PowerPoint and PDF and example skills.Agent skills184kNonethis month`/plugin marketplace add anthropics/skills`

Claude skillsSelf-hostedPython

**Use it to** Generate decks and docs from agents; Learn the skill format.

**Licence** None: no licence file: default copyright applies, ask before reuse.

**Worth knowing** No licence detected by GitHub at repo level.

`agent-skills`

[anthropics/skills on GitHub ↗](https://github.com/anthropics/skills)

![](/_astro/langgenius.Ct2baPG4_vV3tN.webp)[langgenius/**dify**](https://github.com/langgenius/dify)A platform for building agentic workflows and RAG pipelines in a visual workspace, self-hosted or in the cloud.Workflow automation159kApache-2.0 + termsthis month`docker compose up -d`

Self-host or cloudPython

**Use it to** Internal research and qualification agents; RAG over sales collateral.

**Licence** Apache-2.0 + terms: source-available: you can read and run it, with limits on how.

**Worth knowing** LICENSE file: modified Apache-2.0 with added conditions (no multi-tenant service without permission; keep logo and copyright). Cloud also offered.

`agent``agentic-ai``agentic-framework``agentic-workflow``ai``automation``claude``deepseek``genai``gpt``llm``low-code`

[langgenius/dify on GitHub ↗](https://github.com/langgenius/dify)[Website ↗](https://dify.ai)

![](/_astro/browser-use.mOrw6C1C_2onz9E.webp)[browser-use/**browser-use**](https://github.com/browser-use/browser-use)A Python library for AI browser agents that navigate sites, fill forms and extract data with any LLM, with an optional cloud.Scraping119kMITthis month`uv add browser-use`

Claude skillsSelf-host or cloudPython

**Use it to** Research tasks that need a browser; Form and portal automation.

**Licence** MIT: permissive: use, change and sell it, keep the notice.

**Worth knowing** Cloud browsers offered as a paid option.

`ai-agents``ai-tools``browser-agent``browser-automation``browser-use``cdp``cloud-browser``computer-use``headless-browser``llm``mcp``playwright`

[browser-use/browser-use on GitHub ↗](https://github.com/browser-use/browser-use)[Website ↗](https://browser-use.com)

![](/_astro/thedotmack.WSJkETVK_12kLRX.webp)[thedotmack/**claude-mem**](https://github.com/thedotmack/claude-mem)Captures what a coding agent does in each session, compresses it and injects relevant context into later sessions.Agent memory103kApache-2.0this month`npx claude-mem install`

MCP serverSelf-hostedTypeScript

**Use it to** Keep client context between sessions; Recall past campaign decisions.

**Licence** Apache-2.0: permissive: use, change and sell it, keep the notice.

`ai``ai-agents``ai-memory``anthropic``artificial-intelligence``chromadb``claude``claude-agent-sdk``claude-agents``claude-code``claude-code-plugin``claude-skills`

[thedotmack/claude-mem on GitHub ↗](https://github.com/thedotmack/claude-mem)[Website ↗](https://claude-mem.ai)

![](/_astro/sherlock-project.cFGQZ00j_dv6Qr.webp)[sherlock-project/**sherlock**](https://github.com/sherlock-project/sherlock)A CLI that finds social media accounts by username across 400+ networks.Social and OSINT94.9kMITthis month`pipx install sherlock-project`

Self-hostedPython

**Use it to** Find a prospect's other social profiles; Check brand handle availability.

**Licence** MIT: permissive: use, change and sell it, keep the notice.

`cli``cti``cybersecurity``forensics``hacktoberfest``information-gathering``infosec``linux``osint``pentesting``python``python3`

[sherlock-project/sherlock on GitHub ↗](https://github.com/sherlock-project/sherlock)[Website ↗](https://sherlockproject.xyz)

![](/_astro/modelcontextprotocol.D58YqOon_ZNM5uy.webp)[modelcontextprotocol/**servers**](https://github.com/modelcontextprotocol/servers)Reference MCP server implementations from the MCP steering group, such as fetch, git and memory, plus pointers to the MCP Registry.MCP servers91.6kMIT / Apache-2.0this month`npx -y @modelcontextprotocol/server-memory`

MCP serverSelf-hostedTypeScript

**Use it to** Learn how MCP servers are built; Fetch and memory tools for agents.

**Licence** MIT / Apache-2.0: permissive: use, change and sell it, keep the notice.

**Worth knowing** LICENSE file: project is moving from MIT to Apache-2.0. README describes these as educational reference servers, not production-ready.

[modelcontextprotocol/servers on GitHub ↗](https://github.com/modelcontextprotocol/servers)[Website ↗](https://modelcontextprotocol.io)

![](/_astro/d4vinci.4M1AqZYT_Z28qpr7.webp)[D4Vinci/**Scrapling**](https://github.com/D4Vinci/Scrapling)A Python scraping framework covering fast requests, browser rendering, parsing and concurrent crawls, usable from code, CLI or its MCP server.Scraping89.7kBSD-3-Clausethis month`pip install scrapling`

MCP serverClaude skillsLibraryPython

**Use it to** Scrape company sites into Markdown; Crawl directories for lead lists.

**Licence** BSD-3-Clause: permissive: use, change and sell it, keep the notice.

`ai``ai-scraping``automation``crawler``crawling``crawling-python``data``data-extraction``mcp``mcp-server``playwright``python`

[D4Vinci/Scrapling on GitHub ↗](https://github.com/D4Vinci/Scrapling)[Website ↗](https://scrapling.readthedocs.io/en/latest/)

![](/_astro/unclecode.D1FNDRPj_ZQlQuj.webp)[unclecode/**crawl4ai**](https://github.com/unclecode/crawl4ai)An open-source crawler and scraper that turns websites into clean Markdown or JSON for AI agents, self-hosted or via its cloud.Scraping86.2kApache-2.0this month`pip install -U crawl4ai`

MCP serverSelf-host or cloudPython

**Use it to** Homepage text for qualification; Crawl sites into Markdown.

**Licence** Apache-2.0: permissive: use, change and sell it, keep the notice.

**Worth knowing** Cloud API also offered.

`ai``ai-agents``crawler``data-extraction``llm``markdown``mcp``open-source``playwright``python``rag``scraper`

[unclecode/crawl4ai on GitHub ↗](https://github.com/unclecode/crawl4ai)[Website ↗](https://crawl4ai.com)

![](/_astro/composiohq.DdxsiRf-_Z1QBiTT.webp)[ComposioHQ/**awesome-claude-skills**](https://github.com/ComposioHQ/awesome-claude-skills)A curated list of Claude skills and plugins across use cases, including business, marketing and app-action skills.Agent skills77.9kNone1 mo ago`git clone https://github.com/ComposioHQ/awesome-claude-skills.git`

Claude skillsSelf-hostedPython

**Use it to** Find skills for a GTM task; Discover app-action plugins.

**Licence** None: no licence file: default copyright applies, ask before reuse.

**Worth knowing** No licence detected by GitHub.

`agent-skills``ai-agents``antigravity``automation``claude``claude-code``codex``composio``cursor``developer-tools``gemini-cli``mcp`

[ComposioHQ/awesome-claude-skills on GitHub ↗](https://github.com/ComposioHQ/awesome-claude-skills)

![](/_astro/mem0ai.DmifSPfW_1rBzGc.webp)[mem0ai/**mem0**](https://github.com/mem0ai/mem0)A memory layer for AI agents and apps that stores and retrieves long-term context across sessions.Agent memory67.8kApache-2.0this month`pip install mem0ai`

Claude skillsSelf-host or cloudPython

**Use it to** Remember prospect context across runs; Personalised agent replies.

**Licence** Apache-2.0: permissive: use, change and sell it, keep the notice.

**Worth knowing** Managed platform also offered.

`agentic-memory``agentic-memory-system``agents``ai``ai-agents``chatgpt``genai``llm``long-term-memory``memory``memory-management``python`

[mem0ai/mem0 on GitHub ↗](https://github.com/mem0ai/mem0)[Website ↗](https://mem0.ai)

![](/_astro/mvanhorn.HWw6B3Rv_ZKV36V.webp)[mvanhorn/**last30days-skill**](https://github.com/mvanhorn/last30days-skill)An agent skill that summarises the last 30 days of talk on a topic across Reddit, X, YouTube and Hacker News.Research agents65.4kMITthis month`npx skills add mvanhorn/last30days-skill -g`

MCP serverClaude skillsSelf-hostedPython

**Use it to** Check what buyers discuss this month; Validate post topics against live talk.

**Licence** MIT: permissive: use, change and sell it, keep the notice.

`ai-prompts``ai-skill``bluesky``claude``claude-code``clawhub``deep-research``hackernews``instagram``openclaw``polymarket``recency`

[mvanhorn/last30days-skill on GitHub ↗](https://github.com/mvanhorn/last30days-skill)

![](/_astro/nocodb.Ctz3BrsB_1iWNIN.webp)[nocodb/**nocodb**](https://github.com/nocodb/nocodb)A self-hostable Airtable-style database UI with automatic APIs on top of Postgres or SQLite.Workflow automation65.4kSustainable Usethis month`git clone https://github.com/nocodb/nocodb.git`

Self-host or cloudTypeScript

**Use it to** Self-hosted lead tables; Shared views over a GTM database.

**Licence** Sustainable Use: source-available: you can read and run it, with limits on how.

**Worth knowing** LICENSE file: Sustainable Use License (fair-code, source-available, not OSI open source). Cloud also offered.

`airtable``airtable-alternative``automatic-api``hacktoberfest``low-code``no-code``no-code-database``no-code-platform``postgresql``rest-api``restful-api``spreadsheet`

[nocodb/nocodb on GitHub ↗](https://github.com/nocodb/nocodb)[Website ↗](https://nocodb.com)

![](/_astro/scrapy.ClSzaSZq_1WkO3m.webp)[scrapy/**scrapy**](https://github.com/scrapy/scrapy)A Python web scraping framework for extracting structured data from websites.Scraping65kBSD-3-Clausethis month`pip install scrapy`

LibraryPython

**Use it to** Large directory crawls; Scheduled data collection.

**Licence** BSD-3-Clause: permissive: use, change and sell it, keep the notice.

`crawler``crawling``framework``hacktoberfest``python``scraping``web-scraping``web-scraping-python`

[scrapy/scrapy on GitHub ↗](https://github.com/scrapy/scrapy)[Website ↗](https://scrapy.org)

![](/_astro/blader.B9PEore6_Z1pNnbU.webp)[blader/**humanizer**](https://github.com/blader/humanizer)An agent skill that rewrites AI-generated text so it reads as human-written, based on Wikipedia's signs of AI writing.Agent skills60.5kMITthis month`/plugin marketplace add blader/humanizer`

Claude skillsSelf-hostedPython

**Use it to** Clean AI tells from cold emails; Edit LinkedIn post drafts.

**Licence** MIT: permissive: use, change and sell it, keep the notice.

`agent-skills``ai-humanizer``ai-writing``chatgpt``claude``claude-code``codex``cursor``humanize-ai-text``humanizer``llm``prompt-engineering`

[blader/humanizer on GitHub ↗](https://github.com/blader/humanizer)[Website ↗](https://skills.sh/blader/humanizer)

![](/_astro/twentyhq.BsNV6cG1_ZBKtUF.webp)[twentyhq/**twenty**](https://github.com/twentyhq/twenty)An open-source CRM that technical teams can customise, version and extend with code, self-hosted or in the cloud.CRM and RevOps59.7kAGPL corethis month`npm install -g twenty`

Claude skillsSelf-host or cloudTypeScript

**Use it to** Custom CRM for a GTM team; CRM objects defined as code.

**Licence** AGPL core: copyleft: changes you distribute or serve must stay open.

**Worth knowing** LICENSE file: mostly AGPLv3; some files under a commercial licence and some packages MIT. Cloud also offered.

`crm``crm-system``customer``good-first-issue``graphql``hacktoberfest``javascript``marketing``monorepo``nestjs``open-source``postgresql`

[twentyhq/twenty on GitHub ↗](https://github.com/twentyhq/twenty)[Website ↗](https://twenty.com)

![](/_astro/zie619.CoFZf8O4_Z1MaUNk.webp)[Zie619/**n8n-workflows**](https://github.com/Zie619/n8n-workflows)A large searchable collection of n8n workflow JSON files with a local browser and online index.Workflow automation57.1kMIT4 mo ago`git clone https://github.com/Zie619/n8n-workflows.git`

Self-hostedPython

**Use it to** Find a starting workflow for a GTM task; Study CRM and email automations.

**Licence** MIT: permissive: use, change and sell it, keep the notice.

[Zie619/n8n-workflows on GitHub ↗](https://github.com/Zie619/n8n-workflows)

![](/_astro/coreyhaines31.uLQKVfxm_Z17Ayxu.webp)[coreyhaines31/**marketingskills**](https://github.com/coreyhaines31/marketingskills)Agent skills for conversion optimisation, copywriting, SEO, analytics and growth engineering, built for technical marketers and founders.Agent skills56.5kMITthis month`npx skills add coreyhaines31/marketingskills`

Claude skillsSelf-hostedJavaScript

**Use it to** Landing page CRO reviews; Copywriting and SEO tasks.

**Licence** MIT: permissive: use, change and sell it, keep the notice.

`agent-skills``ai-agents``ai-seo``claude``claude-code``claude-code-plugin``claude-skills``codex``content-marketing``conversion-rate-optimization``copywriting``cursor`

[coreyhaines31/marketingskills on GitHub ↗](https://github.com/coreyhaines31/marketingskills)[Website ↗](https://marketing-skills.com)

![](/_astro/odoo.Ce89xjFj_1X8zHj.webp)[odoo/**odoo**](https://github.com/odoo/odoo)A suite of open-source business apps including CRM, website, e-commerce, marketing and accounting that can run standalone or together.CRM and RevOps55.3kLGPL-3.0this month`git clone https://github.com/odoo/odoo.git`

Self-host or cloudPython

**Use it to** CRM inside a full ERP; Quote-to-cash for services firms.

**Licence** LGPL-3.0: copyleft: changes you distribute or serve must stay open.

**Worth knowing** LICENSE file: LGPL-3.0.

`apps``business``erp``management``odoo``odoo-apps``python`

[odoo/odoo on GitHub ↗](https://github.com/odoo/odoo)[Website ↗](https://www.odoo.com)

![](/_astro/huginn.Ct6eRLf0_ZSi1gp.webp)[huginn/**huginn**](https://github.com/huginn/huginn)A self-hosted system of agents that watch websites, feeds, inboxes and webhooks and take actions when events occur.Workflow automation50.1kMITthis month`docker run -it -p 3000:3000 ghcr.io/huginn/huginn`

Self-hostedRuby

**Use it to** Watch sites and feeds for signals; Email alerts on page changes.

**Licence** MIT: permissive: use, change and sell it, keep the notice.

`agent``automation``feed``feedgenerator``huginn``monitoring``notifications``rss``scraper``webscraping`

[huginn/huginn on GitHub ↗](https://github.com/huginn/huginn)

![](/_astro/posthog.D1wgHOV0_Z1Ta4Ls.webp)[PostHog/**posthog**](https://github.com/PostHog/posthog)A product analytics platform with web analytics, session replay, feature flags, experiments and an MCP server.Analytics40.4kMIT corethis month`npx -y @posthog/wizard@latest`

MCP serverSelf-host or cloudPython

**Use it to** Product usage signals for PLG sales; Conversion funnels and experiments.

**Licence** MIT core: permissive: use, change and sell it, keep the notice.

**Worth knowing** LICENSE file: MIT (Expat) outside ee/; ee/ has its own licence. Cloud also offered.

`ab-testing``ai-analytics``analytics``cdp``data-warehouse``experiments``feature-flags``javascript``product-analytics``python``react``session-replay`

[PostHog/posthog on GitHub ↗](https://github.com/PostHog/posthog)[Website ↗](https://posthog.com)

![](/_astro/umami-software.DuX4-Q_t_Z1at3Sv.webp)[umami-software/**umami**](https://github.com/umami-software/umami)A privacy-first web and product analytics platform for traffic, campaigns, conversions and revenue, self-hosted or cloud.Analytics39.7kMITthis month`git clone https://github.com/umami-software/umami.git`

MCP serverSelf-host or cloudTypeScript

**Use it to** Campaign and UTM tracking; Simple analytics for client sites.

**Licence** MIT: permissive: use, change and sell it, keep the notice.

**Worth knowing** Cloud also offered.

`analytics``audience-segmentation``charts``cohort-analysis``google-analytics``product-analytics``statistics``user-journey``web-analytics`

[umami-software/umami on GitHub ↗](https://github.com/umami-software/umami)[Website ↗](https://umami.is)

![](/_astro/searxng.D50H1Yfp_28U1XA.webp)[searxng/**searxng**](https://github.com/searxng/searxng)A metasearch engine whose users are neither tracked nor profiled.Scraping38.8kAGPL-3.0this month`git clone https://github.com/searxng/searxng.git`

Self-hostedPython

**Use it to** Free search backend for agents; Private web research.

**Licence** AGPL-3.0: copyleft: changes you distribute or serve must stay open.

**Worth knowing** AGPL-3.0.

`bing``brave``degoogle``duckduckgo``google``metasearch``privacy``python``qwant``search``search-engine``searx`

[searxng/searxng on GitHub ↗](https://github.com/searxng/searxng)[Website ↗](https://docs.searxng.org)

![](/_astro/microsoft.BoMDVHZr_Z1I749O.webp)[microsoft/**playwright-mcp**](https://github.com/microsoft/playwright-mcp)An MCP server that lets LLMs drive a browser through Playwright accessibility snapshots instead of screenshots.MCP servers38.6kApache-2.0this month`claude mcp add playwright npx @playwright/mcp@latest`

MCP serverSelf-hostedTypeScript

**Use it to** Agent browsing for research; Fill web forms from Claude.

**Licence** Apache-2.0: permissive: use, change and sell it, keep the notice.

`mcp``playwright`

[microsoft/playwright-mcp on GitHub ↗](https://github.com/microsoft/playwright-mcp)[Website ↗](https://www.npmjs.com/package/@playwright/mcp)

![](/_astro/lightpanda-io.CF7AMxmQ_2hABlp.webp)[lightpanda-io/**browser**](https://github.com/lightpanda-io/browser)A headless browser written from scratch in Zig for AI agents and automation, compatible with Playwright and Puppeteer over CDP.Scraping37kAGPL-3.0this month`brew install lightpanda-io/browser/lightpanda`

MCP serverSelf-hostedZig

**Use it to** Cheaper large-scale page rendering; Fast headless scraping.

**Licence** AGPL-3.0: copyleft: changes you distribute or serve must stay open.

**Worth knowing** AGPL-3.0.

`browser``browser-automation``cdp``headless``lightpanda``playwright``puppeteer``zig`

[lightpanda-io/browser on GitHub ↗](https://github.com/lightpanda-io/browser)[Website ↗](https://lightpanda.io)

![](/_astro/voltagent.D6Zw89Ig_ZMWmTW.webp)[VoltAgent/**awesome-agent-skills**](https://github.com/VoltAgent/awesome-agent-skills)A curated collection of official agent skills from leading development teams and the community.Agent skills36.3kMITthis month`git clone https://github.com/VoltAgent/awesome-agent-skills.git`

Claude skillsSelf-hosted

**Use it to** Find official vendor skills; Discover skills for a GTM tool.

**Licence** MIT: permissive: use, change and sell it, keep the notice.

`agent-skills``ai-agents``awesome``awesome-list``claude-code``claude-code-skills``claude-skills``codex``codex-skills``cursor``cursor-skills``gemini-skills`

[VoltAgent/awesome-agent-skills on GitHub ↗](https://github.com/VoltAgent/awesome-agent-skills)[Website ↗](https://officialskills.sh/)

![](/_astro/dgtlmoon.d6BvuaD8_1srE5a.webp)[dgtlmoon/**changedetection.io**](https://github.com/dgtlmoon/changedetection.io)A self-hosted tool that watches web pages and sends alerts by email, Slack or webhook when content changes.Scraping35.3kApache-2.0this month`pip3 install changedetection.io`

Self-host or cloudPython

**Use it to** Watch competitor pricing pages; Alert on careers page changes.

**Licence** Apache-2.0: permissive: use, change and sell it, keep the notice.

**Worth knowing** Paid hosted plan also offered.

`back-in-stock``change-alert``change-detection``change-monitoring``monitoring``notifications``restock-monitor``rss``self-hosted``url-monitor``web-scraping``website-change-detection`

[dgtlmoon/changedetection.io on GitHub ↗](https://github.com/dgtlmoon/changedetection.io)[Website ↗](https://changedetection.io)

![](/_astro/lissy93.B3wJGjmS_gGRNk.webp)[lissy93/**web-check**](https://github.com/lissy93/web-check)An all-in-one tool that reports on any website's DNS, server, security setup, technologies and more.Social and OSINT35.2kMITthis month`git clone https://github.com/Lissy93/web-check.git`

Self-hostedTypeScript

**Use it to** Tech and hosting research on accounts; Domain checks before outreach.

**Licence** MIT: permissive: use, change and sell it, keep the notice.

`osint``privacy``security``security-tools``sysadmin`

[lissy93/web-check on GitHub ↗](https://github.com/lissy93/web-check)[Website ↗](https://web-check.xyz)

![](/_astro/topoteretes.DLBySdvF_1YHwpg.webp)[topoteretes/**cognee**](https://github.com/topoteretes/cognee)An AI memory platform that turns documents, code and conversations into a self-hosted knowledge graph agents can search.Agent memory32.7kApache-2.0this month`uv pip install "cognee[gliner]"`

MCP serverClaude skillsSelf-hostedPython

**Use it to** Company brain for agents; Graph over account research.

**Licence** Apache-2.0: permissive: use, change and sell it, keep the notice.

`agent-memory``agent-skills``ai``ai-agents``ai-memory``cognitive-architecture``cognitive-memory``context-engineering``contributions-welcome``good-first-issue``good-first-pr``graph-database`

[topoteretes/cognee on GitHub ↗](https://github.com/topoteretes/cognee)[Website ↗](https://www.cognee.ai)

![](/_astro/scrapegraphai.D98unZXT_1ga1xc.webp)[ScrapeGraphAI/**Scrapegraph-ai**](https://github.com/ScrapeGraphAI/Scrapegraph-ai)A Python library that builds LLM-driven scraping pipelines where you describe the data you want and it extracts it.Scraping32.2kMITthis month`pip install scrapegraphai`

Claude skillsLibraryPython

**Use it to** Extract firmographics from websites; Structured data from directories.

**Licence** MIT: permissive: use, change and sell it, keep the notice.

`ai-crawler``ai-scraping``ai-search``crawler``data-extraction``firecrawl-alternative``large-language-model``llm``markdown``rag``scraping``scraping-python`

[ScrapeGraphAI/Scrapegraph-ai on GitHub ↗](https://github.com/ScrapeGraphAI/Scrapegraph-ai)[Website ↗](https://scrapegraphai.com)

![](/_astro/getzep.CxZH1B-B_1CwXfa.webp)[getzep/**graphiti**](https://github.com/getzep/graphiti)A framework for building temporal knowledge graphs that track how facts change over time, used as memory for AI agents.Agent memory32.2kApache-2.0this month`pip install graphiti-core`

MCP serverLibraryPython

**Use it to** Account memory that tracks changes; Relationship graphs for agents.

**Licence** Apache-2.0: permissive: use, change and sell it, keep the notice.

`agents``graph``llms``rag`

[getzep/graphiti on GitHub ↗](https://github.com/getzep/graphiti)[Website ↗](https://help.getzep.com/graphiti)

![](/_astro/googleworkspace.DO3P7kVq_Z34DnX.webp)[googleworkspace/**cli**](https://github.com/googleworkspace/cli)A CLI for Gmail, Drive, Calendar, Sheets and Docs built from Google's Discovery Service, with 40+ agent skills.Workflow automation31.9kApache-2.0this month`npm install -g @googleworkspace/cli`

Claude skillsSelf-hostedRust

**Use it to** Agents reading and writing Sheets; Gmail and Calendar automation.

**Licence** Apache-2.0: permissive: use, change and sell it, keep the notice.

**Worth knowing** README notes it is not an officially supported Google product.

`agent-skills``ai-agent``automation``cli``discovery-api``gemini-cli-extension``google-admin``google-api``google-calendar``google-chat``google-docs``google-drive`

[googleworkspace/cli on GitHub ↗](https://github.com/googleworkspace/cli)[Website ↗](https://developers.google.com/workspace)

![](/_astro/stanford-oval.Cqj2NKMZ_Z1nQTzf.webp)[stanford-oval/**storm**](https://github.com/stanford-oval/storm)An LLM system that researches a topic from several perspectives and writes a full-length report with citations.Research agents31.7kMIT1 yr ago`git clone https://github.com/stanford-oval/storm.git`

Self-host or cloudPython

**Use it to** Long-form market briefs; Industry primers for new verticals.

**Licence** MIT: permissive: use, change and sell it, keep the notice.

**Worth knowing** Research preview. Uses LLM and search APIs.

`agentic-rag``deep-research``emnlp2024``knowledge-curation``large-language-models``naacl``nlp``report-generation``retrieval-augmented-generation`

[stanford-oval/storm on GitHub ↗](https://github.com/stanford-oval/storm)[Website ↗](http://storm.genie.stanford.edu)

![](/_astro/supermemoryai.Ck011afO_Zjn4XM.webp)[supermemoryai/**supermemory**](https://github.com/supermemoryai/supermemory)A memory and context engine that learns facts and user profiles from conversations and serves relevant context, run locally or via API.Agent memory31.4kMITthis month`npm install supermemory`

MCP serverClaude skillsSelf-host or cloudTypeScript

**Use it to** Account memory for agents; Context across long campaigns.

**Licence** MIT: permissive: use, change and sell it, keep the notice.

**Worth knowing** Hosted API also offered.

`agent-memory``ai-memory``cloudflare-kv``cloudflare-pages``cloudflare-workers``drizzle-orm``memory``postgres``remix``tailwindcss``typescript``vite`

[supermemoryai/supermemory on GitHub ↗](https://github.com/supermemoryai/supermemory)[Website ↗](https://supermemory.ai/docs)

![](/_astro/composiohq.DdxsiRf-_Z1QBiTT.webp)[ComposioHQ/**composio**](https://github.com/ComposioHQ/composio)An SDK and CLI that give AI agents authenticated tools for 1000+ apps such as Gmail, Slack and CRMs, with per-user sessions.MCP servers30.7kMITthis month`pip install composio composio-openai-agents openai-agents`

MCP serverNeeds a hosted APITypeScript

**Use it to** Let agents act in CRM, Gmail and Slack; Trigger workflows from app events.

**Licence** MIT: permissive: use, change and sell it, keep the notice.

**Worth knowing** Needs a Composio API key.

`agentic-ai``agents``ai``ai-agents``aiagents``developer-tools``function-calling``gpt-4``javascript``js``llm``llmops`

[ComposioHQ/composio on GitHub ↗](https://github.com/ComposioHQ/composio)[Website ↗](https://docs.composio.dev)

![](/_astro/assafelovic.ET7Xv-mG_Z1RfpIG.webp)[assafelovic/**gpt-researcher**](https://github.com/assafelovic/gpt-researcher)An autonomous research agent that plans questions, searches the web and local files, and writes cited research reports with any LLM.Research agents30.3kApache-2.0this month`pip install gpt-researcher`

MCP serverClaude skillsSelf-host or cloudPython

**Use it to** Company and market research reports; Account briefs before outreach.

**Licence** Apache-2.0: permissive: use, change and sell it, keep the notice.

**Worth knowing** Uses web search APIs you configure.

`agent``ai``automation``deepresearch``llms``mcp``mcp-server``python``research``search``webscraping`

[assafelovic/gpt-researcher on GitHub ↗](https://github.com/assafelovic/gpt-researcher)[Website ↗](https://gptr.dev)

![](/_astro/simstudioai.Be1_nBFO_Z2gVgql.webp)[simstudioai/**sim**](https://github.com/simstudioai/sim)A workspace for building, deploying and monitoring AI agents and workflows with 270+ integrations, including HubSpot and Salesforce.Workflow automation29.9kApache-2.0this month`npx sim-setup`

MCP serverSelf-host or cloudTypeScript

**Use it to** Visual lead routing agents; CRM-connected AI workflows.

**Licence** Apache-2.0: permissive: use, change and sell it, keep the notice.

**Worth knowing** Cloud also offered.

`agent-workflow``agentic-workflow``agents``ai``aiagents``anthropic``artificial-intelligence``automation``chatbot``deepseek``gemini``low-code`

[simstudioai/sim on GitHub ↗](https://github.com/simstudioai/sim)[Website ↗](https://www.sim.ai)

![](/_astro/plausible.AAZ6lgNm_1jNvIi.webp)[plausible/**analytics**](https://github.com/plausible/analytics)A lightweight, cookie-free web analytics tool, self-hosted community edition or managed cloud.Analytics29.7kAGPL-3.0this month`git clone https://github.com/plausible/analytics.git`

Self-host or cloudElixir

**Use it to** Simple site analytics for clients; Campaign source tracking.

**Licence** AGPL-3.0: copyleft: changes you distribute or serve must stay open.

**Worth knowing** AGPL-3.0. Cloud also offered.

`analytics``analytics-dashboard``clickhouse``elixir``google-analytics``marketing``open-source-analytics``phoenix``plausible-analytics``postgresql``privacy``privacy-friendly`

[plausible/analytics on GitHub ↗](https://github.com/plausible/analytics)[Website ↗](https://plausible.io)

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