Raibid Labs Documentation

TOOLS_AND_LIBRARIES

5 min read

Tools & Libraries Reference Guide

Comprehensive list with direct links and use cases

GIT ANALYSIS TOOLS

Visualization & GUI Tools

ToolLinkLanguageLicenseUse Case
Gourcehttps://gource.ioC++GPL-3.0Animated visualization, demo videos
GitUphttps://gitup.coObjective-CGPL-2.0Fast macOS client, 40k+ commits/sec
Gilothttps://github.com/hirokidaichi/gilotJavaScriptMITBug prediction, hotspot detection
GitKrakenhttps://www.gitkraken.comProprietaryCommercialTeam collaboration, visual client
GitHub Desktophttps://desktop.github.comTypeScriptMITOfficial GitHub client

Analysis Libraries

Python

LibraryPyPIGitHubBest For
GitPythonpip install gitpythonhttps://github.com/gitpython-developers/GitPythonLocal repo analysis
PyGithubpip install PyGithubhttps://github.com/PyGithub/PyGithubGitHub API interaction
git-famepip install git-famehttps://github.com/casperdcl/git-fameContributor stats
gitinspectorpip install gitinspectorhttps://github.com/ejwa/gitinspectorStatistical analysis

JavaScript/TypeScript

LibraryNPMGitHubBest For
Octokitnpm install octokithttps://github.com/octokit/octokit.jsGitHub API (official SDK)
simple-gitnpm install simple-githttps://github.com/steveukx/git-jsGit commands in Node.js
nodegitnpm install nodegithttps://github.com/nodegit/nodegitlibgit2 bindings
isomorphic-gitnpm install isomorphic-githttps://github.com/isomorphic-git/isomorphic-gitPure JS Git implementation

Go

LibraryGo GetGitHubBest For
go-gitgo get github.com/go-git/go-git/v5https://github.com/go-git/go-gitPure Go Git implementation
Herculesgo get github.com/src-d/herculeshttps://github.com/src-d/herculesFull history analysis

Ruby

LibraryGemGitHubBest For
ruggedgem install ruggedhttps://github.com/libgit2/ruggedlibgit2 bindings
gitgem install githttps://github.com/ruby-git/ruby-gitPure Ruby interface

Advanced Analysis Platforms

PlatformLinkTypeUse Case
GrimoireLabhttps://chaoss.github.io/grimoirelabOpen SourceComprehensive metrics
RepoSensehttps://github.com/reposense/RepoSenseOpen SourceContribution analysis
gitbasehttps://github.com/src-d/gitbaseOpen SourceSQL queries on Git
eazyBIhttps://eazybi.com/blog/analyze-and-visualize-git-logCommercialOLAP analysis

GITHUB API & TOOLS

Official GitHub Tools

ToolLinkDescription
GitHub CLIhttps://cli.github.comOfficial command-line tool
GitHub REST APIhttps://docs.github.com/en/restREST API v3 documentation
GitHub GraphQL APIhttps://docs.github.com/en/graphqlGraphQL API v4 documentation
GitHub API Explorerhttps://docs.github.com/en/graphql/overview/explorerInteractive GraphQL playground
GitHub Actionshttps://github.com/features/actionsCI/CD automation
GitHub Appshttps://docs.github.com/en/developers/appsBot framework

Third-Party Analysis Services

ServiceLinkPricingKey Features
Graphite Insightshttps://graphite.devFreemiumPR metrics, review times
RepoBeatshttps://repobeats.axiom.coFreeContributor heatmaps
CodeSeehttps://www.codesee.ioFreemiumVisual code mapping
Gitpodhttps://www.gitpod.ioFreemiumCloud dev environments
Sourcegraphhttps://sourcegraph.comFreemiumUniversal code search

GitHub Profile Enhancement

ToolGitHubStarsDescription
GitHub Readme Statshttps://github.com/anuraghazra/github-readme-stats150k+Dynamic stats cards
GitHub Profile Trophyhttps://github.com/ryo-ma/github-profile-trophy4k+Achievement trophies
GitHub Streak Statshttps://github.com/DenverCoder1/github-readme-streak-stats4k+Commit streaks
Activity Graphhttps://github.com/Ashutosh00710/github-readme-activity-graph1k+Contribution graphs
Profile Views Counterhttps://github.com/antonkomarev/github-profile-views-counter400+View tracking

AI & LLM TOOLS

LLM Providers

ProviderAPI DocsPricing PageModels
OpenAIhttps://platform.openai.com/docshttps://openai.com/pricingGPT-4, GPT-4o, GPT-3.5
Anthropic (Claude)https://docs.anthropic.comhttps://www.anthropic.com/pricingClaude 4, Claude 3.5 Sonnet, Haiku
Google Geminihttps://ai.google.dev/docshttps://ai.google.dev/pricingGemini 1.5 Pro/Flash
Coherehttps://docs.cohere.comhttps://cohere.com/pricingCommand, Embed
Groqhttps://console.groq.com/docshttps://wow.groq.com/pricingLlama 3, Mixtral (fast)
Together AIhttps://docs.together.aihttps://www.together.ai/pricingOpen source models

LLM Frameworks

FrameworkInstallGitHubBest For
LangChainnpm install langchainhttps://github.com/langchain-ai/langchainjsComplex LLM workflows
LlamaIndexpip install llama-indexhttps://github.com/run-llama/llama_indexRAG applications
Haystackpip install farm-haystackhttps://github.com/deepset-ai/haystackNLP pipelines
AutoGPTClone repohttps://github.com/Significant-Gravitas/AutoGPTAutonomous agents
LangFlowpip install langflowhttps://github.com/logspace-ai/langflowVisual LLM builder

Local LLM Solutions

ToolLinkDescription
Ollamahttps://ollama.aiRun Llama 3, Mistral locally
LM Studiohttps://lmstudio.aiGUI for local models
LocalAIhttps://localai.ioOpenAI-compatible local API
GPT4Allhttps://gpt4all.ioDesktop app for local LLMs
llama.cpphttps://github.com/ggerganov/llama.cppC++ inference engine

Prompt Engineering Tools

ToolLinkUse Case
PromptLayerhttps://promptlayer.comPrompt tracking & analytics
LangSmithhttps://smith.langchain.comLLM observability
Heliconehttps://helicone.aiLLM monitoring
Portkeyhttps://portkey.aiLLM gateway & routing
Prompt Flowhttps://github.com/microsoft/promptflowPrompt engineering framework

CHANGELOG & RELEASE AUTOMATION

AI-Powered Changelog Generators

ToolLinkLanguageLLM Support
AI Changelog Generatorhttps://github.com/entro314-labs/ai-changelog-generatorTypeScriptOpenAI, Claude, Ollama, Azure
Changeishhttps://dev.to/itlackey/changeish-automate-your-changelog-with-aiJavaScriptOpenAI, Ollama
Release Drafterhttps://github.com/release-drafter/release-drafterJavaScriptTemplate-based (no LLM)
semantic-releasehttps://github.com/semantic-release/semantic-releaseJavaScriptAutomated versioning
GenAIScript (Microsoft)https://microsoft.github.io/genaiscriptTypeScriptMultiple LLMs

GitHub Actions for Releases

ActionMarketplace LinkFeatures
Release Drafterhttps://github.com/marketplace/actions/release-drafterAuto-draft releases
Semantic Releasehttps://github.com/marketplace/actions/action-semantic-releaseAutomated versioning
Create Releasehttps://github.com/marketplace/actions/create-releaseSimple release creation
Auto Changeloghttps://github.com/marketplace/actions/auto-changelogGenerate CHANGELOG.md
Conventional Changeloghttps://github.com/marketplace/actions/conventional-changelog-actionConventional commits

Changelog Formats & Standards

StandardLinkDescription
Keep a Changeloghttps://keepachangelog.comChangelog format standard
Semantic Versioninghttps://semver.orgVersion numbering standard
Conventional Commitshttps://www.conventionalcommits.orgCommit message standard

GITHUB BOTS & AUTOMATION

Bot Frameworks

FrameworkLanguageGitHubBest For
ProbotNode.jshttps://github.com/probot/probotGitHub Apps (official SDK)
OctokitTypeScripthttps://github.com/octokit/octokit.jsGitHub API interactions
gidgethubPythonhttps://github.com/gidgethub/gidgethubPython GitHub bots
go-githubGohttps://github.com/google/go-githubGo GitHub API client
PyGithubPythonhttps://github.com/PyGithub/PyGithubPython GitHub API client
AppGitHubDescription
Welcome Bothttps://github.com/behaviorbot/welcomeWelcome new contributors
Stale Bothttps://github.com/probot/staleClose stale issues/PRs
WIP Bothttps://github.com/wip/appBlock WIP pull requests
Release Drafterhttps://github.com/release-drafter/release-drafterDraft release notes
Auto Assignhttps://github.com/kentaro-m/auto-assign-actionAuto-assign reviewers
Label Synchttps://github.com/Financial-Times/github-label-syncSync labels across repos

Google’s Repo Automation Bots

BotDescriptionLink
repo-automation-botsCollection by Googlehttps://github.com/googleapis/repo-automation-bots
auto-labelAuto-label PRsPart of collection
release-pleaseAutomated releaseshttps://github.com/googleapis/release-please
conventional-commit-lintEnforce commit formatPart of collection

CONTENT GENERATION & AUTOMATION

AI Writing Tools

ToolLinkPricingBest For
Jasperhttps://www.jasper.ai$49+/monthMarketing content
Copy.aihttps://www.copy.aiFreemiumGeneral copywriting
Writesonichttps://writesonic.comFreemiumSEO content
Frasehttps://www.frase.io$15+/monthSEO research
Rytrhttps://rytr.meFreemiumBudget-friendly
ContentBothttps://contentbot.ai$19+/monthBulk content
Spreadbothttps://spreadbot.aiEnterpriseLong-form automation

Developer Content Tools

ToolLinkUse Case
Carbonhttps://carbon.now.shBeautiful code screenshots
Ray.sohttps://ray.soCode snippet sharing
Snappifyhttps://snappify.comCode presentations
Chalk.isthttps://chalk.istCode snippet images
Codeimg.iohttps://codeimg.ioCode to image

Technical Writing Tools

ToolLinkDescription
Grammarlyhttps://grammarly.comGrammar & style checking
Hemingway Editorhttps://hemingwayapp.comReadability improvement
Valehttps://vale.shProse linting
Notion AIhttps://www.notion.so/product/aiAI writing assistant
GitHub Copilothttps://github.com/features/copilotCode & docs generation

WORKFLOW AUTOMATION

No-Code/Low-Code Platforms

PlatformLinkPricingGitHub Integration
n8nhttps://n8n.ioOpen source / $20+Yes (native node)
Zapierhttps://zapier.com$20+/monthYes (via integration)
Make (Integromat)https://www.make.comFreemiumYes
Pipedreamhttps://pipedream.comFreemiumYes (code-first)
Activepieceshttps://www.activepieces.comOpen sourceYes
Temporalhttps://temporal.ioOpen source / CloudVia webhooks

n8n Workflow Templates

TemplateLinkDescription
Social Media Automationhttps://n8n.io/workflows/4637AI content for Instagram, Facebook, LinkedIn, X
Social Content Generatorhttps://n8n.io/workflows/3082Generate & publish to X, LinkedIn
GitHub to Slackhttps://n8n.io/workflows/Webhook → Slack notifications

Webhook Tools

ToolLinkUse Case
Hookdeckhttps://hookdeck.comWebhook infrastructure
Svixhttps://www.svix.comWebhook as a service
webhook.sitehttps://webhook.siteTesting webhooks
RequestBinhttps://requestbin.comInspect HTTP requests
ngrokhttps://ngrok.comLocal webhook testing

SOCIAL MEDIA AUTOMATION

Multi-Platform Schedulers

ToolLinkPricingFeatures
Bufferhttps://buffer.com$6+/monthSimple scheduling
Hootsuitehttps://www.hootsuite.com$99+/monthEnterprise features
Sprout Socialhttps://sproutsocial.com$249+/monthAdvanced analytics
Laterhttps://later.comFreemiumVisual planning
SocialBeehttps://socialbee.com$29+/monthContent categories
Publerhttps://publer.ioFreemiumAI assistance

Developer-Focused Tools

ToolLinkDescription
Typefullyhttps://typefully.comTwitter threads
Tapliohttps://taplio.comLinkedIn automation
Hypefuryhttps://hypefury.comTwitter growth
Tweet Hunterhttps://tweethunter.ioTwitter content

Social Media APIs

PlatformAPI DocsRate Limits
Twitter/Xhttps://developer.twitter.com/en/docs50 requests/15min (free)
LinkedInhttps://learn.microsoft.com/en-us/linkedin/marketingVaries by endpoint
Facebook/Instagramhttps://developers.facebook.com200 calls/hour
Reddithttps://www.reddit.com/dev/api60 requests/minute
Dev.tohttps://developers.forem.comGenerous (no strict limit)

EMAIL & NEWSLETTER TOOLS

Email Service Providers

ServiceLinkFree TierBest For
Resendhttps://resend.com100/dayTransactional emails
SendGridhttps://sendgrid.com100/dayReliable delivery
Mailgunhttps://www.mailgun.com5000/monthDeveloper-friendly
Postmarkhttps://postmarkapp.com100/monthTransactional
AWS SEShttps://aws.amazon.com/ses62000/monthCost-effective at scale
Loopshttps://loops.so2000/monthSimple API

Newsletter Platforms

PlatformLinkPricingAPIAutomation
Beehiivhttps://www.beehiiv.comFreemiumYesYes (IFTTT-style)
Substackhttps://substack.comFree (10% fee)NoLimited
ConvertKithttps://convertkit.comFreemiumYesAdvanced
MailerLitehttps://www.mailerlite.comFreemiumYesGood
Buttondownhttps://buttondown.email$9+/monthYesSimple
Ghosthttps://ghost.org$9+/monthYesAdvanced

Email Template Builders

ToolLinkUse Case
React Emailhttps://react.emailReact components → HTML
MJMLhttps://mjml.ioResponsive email framework
Maizzlehttps://maizzle.comTailwind CSS emails
Foundation Emailshttps://get.foundation/emailsResponsive framework

MONITORING & ANALYTICS

Application Monitoring

ServiceLinkFree TierFeatures
Sentryhttps://sentry.io5k errors/monthError tracking
LogRockethttps://logrocket.com1k sessions/monthSession replay
Datadoghttps://www.datadoghq.com14-day trialFull observability
New Relichttps://newrelic.com100 GB/monthAPM & monitoring
Grafana Cloudhttps://grafana.comGenerousDashboards & alerts

Analytics Platforms

PlatformLinkPrivacy-FocusedSelf-Hostable
Plausiblehttps://plausible.ioYesYes
PostHoghttps://posthog.comYesYes
Umamihttps://umami.isYesYes
Fathomhttps://usefathom.comYesNo
Simple Analyticshttps://simpleanalytics.comYesNo

Log Aggregation

ToolLinkTypeUse Case
SigNozhttps://signoz.ioOpen sourceAll-in-one observability
Grafana Lokihttps://grafana.com/oss/lokiOpen sourceLog aggregation
Fluentdhttps://www.fluentd.orgOpen sourceLog collection
Vectorhttps://vector.devOpen sourceData pipeline

DEVELOPMENT UTILITIES

Authentication & Auth

ServiceLinkFree TierOAuth Providers
Clerkhttps://clerk.com10k usersMany
Auth0https://auth0.com7k usersMany
Supabase Authhttps://supabase.com/auth50k usersMany
NextAuth.jshttps://next-auth.js.orgOpen source50+
Luciahttps://lucia-auth.comOpen sourceDIY

Database & Storage

ServiceLinkFree TierType
Supabasehttps://supabase.com500 MBPostgres + Auth + Storage
PlanetScalehttps://planetscale.com5 GBMySQL
Neonhttps://neon.tech3 GBServerless Postgres
Tursohttps://turso.tech9 GBSQLite at the edge
Upstashhttps://upstash.com10k commandsRedis

Hosting & Deployment

PlatformLinkFree TierBest For
Vercelhttps://vercel.comGenerousNext.js, React
Netlifyhttps://www.netlify.com100 GB bandwidthStatic sites, JAMstack
Railwayhttps://railway.app$5 credit/monthFull-stack apps
Fly.iohttps://fly.io3 VMsContainerized apps
Renderhttps://render.com750 hoursWeb services, DBs

Queue & Background Jobs

ToolLinkTypeUse Case
BullMQhttps://docs.bullmq.ioLibraryNode.js queues
Inngesthttps://www.inngest.comServiceDurable workflows
Trigger.devhttps://trigger.devServiceBackground jobs
Quirrelhttps://quirrel.devServiceJob scheduling

LEARNING RESOURCES

Documentation Sites

ResourceLinkDescription
GitHub Docshttps://docs.github.comOfficial GitHub documentation
MDN Web Docshttps://developer.mozilla.orgWeb development reference
LangChain Docshttps://python.langchain.com/docsLangChain documentation
Vercel Docshttps://vercel.com/docsNext.js & deployment

Tutorial Repositories

RepoLinkTopic
GitHub Bot Tutorialhttps://github-bot-tutorial.readthedocs.ioBuilding GitHub bots
LangChain Tutorialshttps://github.com/gkamradt/langchain-tutorialsLangChain examples
Awesome Probothttps://github.com/probot/awesome-probotProbot resources
Awesome GitHub Actionshttps://github.com/sdras/awesome-actionsGitHub Actions collection

Communities

CommunityLinkPlatform
r/webdevhttps://reddit.com/r/webdevReddit
r/SideProjecthttps://reddit.com/r/SideProjectReddit
Dev.tohttps://dev.toCommunity
Indie Hackershttps://www.indiehackers.comCommunity
Product Hunthttps://www.producthunt.comLaunch platform

PRICING COMPARISON (Monthly Estimates)

Starter Stack (0-100 users)

Vercel (Hobby)         $0
Supabase (Free)        $0
Resend (Free)          $0
Claude API            ~$10
GitHub Pro (optional)  $4
--------------------------
Total:           $10-14/month

Growth Stack (100-1000 users)

Vercel (Pro)          $20
Supabase (Pro)        $25
Resend (Pro)          $20
Claude API           ~$100
Sentry (Team)         $26
Plausible             $9
--------------------------
Total:          $200/month

Scale Stack (1000+ users)

Vercel (Enterprise)  $150+
Supabase (Team)       $599
Resend (Business)     $80
Claude API          ~$500
Datadog               $15/host
Stripe (payments)     2.9% + $0.30
--------------------------
Total:     $1500+/month

QUICK COMMAND REFERENCE

GitHub CLI Commands

# List repositories
gh repo list
 
# Clone with SSH
gh repo clone owner/repo
 
# Create pull request
gh pr create --title "Title" --body "Description"
 
# View workflow runs
gh run list
 
# Create release
gh release create v1.0.0 --notes "Release notes"

Octokit Quick Start

import { Octokit } from "octokit";
 
const octokit = new Octokit({ auth: "TOKEN" });
 
// List commits
const { data } = await octokit.rest.repos.listCommits({
  owner: "owner",
  repo: "repo"
});
 
// Create issue
await octokit.rest.issues.create({
  owner: "owner",
  repo: "repo",
  title: "Bug",
  body: "Description"
});

Claude API Quick Start

import Anthropic from "@anthropic-ai/sdk";
 
const anthropic = new Anthropic({
  apiKey: process.env.ANTHROPIC_API_KEY
});
 
const message = await anthropic.messages.create({
  model: "claude-sonnet-4-20250514",
  max_tokens: 1024,
  messages: [
    { role: "user", content: "Hello, Claude!" }
  ]
});
 
console.log(message.content[0].text);

n8n Webhook Trigger

// In n8n workflow, use Webhook node
// Webhook URL: https://your-n8n.com/webhook/github
 
// In GitHub repo settings:
// Webhooks → Add webhook
// Payload URL: [n8n webhook URL]
// Content type: application/json
// Events: Choose events to trigger

Last Updated: 2025-11-12 Maintained By: Research Team File Location: /home/beengud/raibid-labs/sparky/TOOLS_AND_LIBRARIES.md

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