Static AI developer resource map

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AI Builder Resource Map turns local research data into a browsable map of use cases, tools, repositories, MCP records, skills, source refs, and review caveats.

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resource-map.local 318 records

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19use cases

111tools

141repositories

44skills

3MCP records

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Use cases Start from the job 19 practical build paths Tools Find candidate products 111 tool records Repositories Inspect open-source signals 141 GitHub records Topics Browse by category 8 primary topic hubs

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Featured use cases

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AI Web Development

Tools, repositories, and skills for planning, coding, testing, and deploying web applications with AI assistance.

Use caseNeeds verification

Open-Source AI Agents

Open Source AI Agents

Agent frameworks and projects for building autonomous or semi-autonomous software workflows.

Use caseNeeds verification

MCP Servers For Builders

MCP servers and SDKs that connect AI agents to developer tools, files, browsers, APIs, and databases.

Use caseNeeds verification

Browser Automation AI Tools

Browser automation libraries and AI-operated browser tools for testing, research, and workflow automation.

Use caseNeeds verification

RAG Frameworks

Retrieval-augmented generation frameworks, vector databases, and data tooling for knowledge-connected LLM apps.

Use caseNeeds verification

Finance And Trading Development Tools

Finance Trading Development Tools

Open-source and developer-focused resources for finance data, backtesting, analytics, and trading research.

Use caseNeeds verification

Trust model

Useful signals are shown. Final rankings are gated.

The first draft is intentionally strict: fetched metadata can help discovery, but public scoring should wait for manual source, license, pricing, and safety review.

Review methodology Search all records

Review status Visible on every card

Source refs Attached on detail pages

Repository metadata Stars, license, language, freshness

Client search No paid API or crawl traps

Candidate resources

Tools and repositories with source signals

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n8n

Workflow Automation

Workflow automation platform useful for AI automation, integrations, and self-hosted operations.

ToolNeeds verificationOpen sourceSelf-hostedFreemiumGitHub linked

AutoGPT

AI Agent Frameworks

Open-source autonomous-agent project and platform for agent experiments.

ToolNeeds verificationOpen sourceSelf-hostedFreemiumGitHub linked

Ollama

Local LLM Tools

Local model runner useful for local LLM development and self-hosted AI workflows.

ToolNeeds verificationOpen sourceSelf-hostedGitHub linked

affaan-m/ECC

Javascript

The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

RepositoryAuto enrichedJavaScriptMITHigh starsActive signal

n8n-io/n8n

Typescript

Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.

RepositoryAuto enrichedTypeScriptHigh starsActive signal

NousResearch/hermes-agent

Python

The agent that grows with you

RepositoryAuto enrichedPythonMITHigh starsActive signal

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Python repositories 64 records TypeScript repositories 33 records AI Agent Frameworks 13 records Finance Trading Development Tools 10 records Local LLM Tools 10 records AI Coding Assistants 9 records JavaScript repositories 9 records Rust repositories 9 records