Publication status

This page is generated from the seed database and is marked Needs verification. It is useful for local discovery, but final public ranking and indexing should wait for manual source review.

Start here

Move from problem framing to a shortlist by checking required skills first, then tools, repositories, MCP resources, and caveats.

Skills

7 mapped skills

Tools

7 candidate tools

Repos

0 GitHub records

Required and useful skills

AI Risk Controls

Governance

Managing hallucination, unsafe automation, prompt injection, and human review gates.

Skill linked from curated resource requirements.

SkillNeeds verificationGovernanceRecommended

API Literacy

Engineering

Understanding authentication, rate limits, request shapes, errors, and source attribution.

Skill linked from curated resource requirements.

SkillNeeds verificationEngineeringRequired

Code Review

Quality

Checking correctness, maintainability, edge cases, and security before merging changes.

Skill linked from curated resource requirements.

SkillNeeds verificationQualityRecommended

IDE Workflow

Engineering

Working efficiently with editors, extensions, terminals, diffs, and code navigation.

Skill linked from curated resource requirements.

SkillNeeds verificationEngineeringRecommended

Connecting agents to tools through Model Context Protocol clients and servers.

Skill linked from curated resource requirements.

SkillNeeds verificationAIRecommended

Source Compliance

Governance

Respecting robots.txt, API terms, licenses, trademarks, and attribution rules.

Skill linked from curated resource requirements.

SkillNeeds verificationGovernanceRequired

TypeScript

Programming

Typed JavaScript for web apps, SDKs, and browser automation workflows.

Skill linked from curated resource requirements.

SkillNeeds verificationProgrammingRecommended

Recommended tools

Cline

AI Coding Assistants

Open-source coding agent extension for agentic development inside an editor workflow.

Curated tool relationship for future one-stop directory pages.

ToolNeeds verificationOpen sourceSelf-hostedGitHub linked

Glama

MCP Registries

MCP registry and discovery platform with server metadata and quality signals.

Curated tool relationship for future one-stop directory pages.

ToolNeeds verificationFreemium

MCP TypeScript SDK

MCP Tools

Official TypeScript SDK for building MCP clients and servers.

Curated tool relationship for future one-stop directory pages.

ToolNeeds verificationOpen sourceSelf-hostedGitHub linked

Official MCP Registry

MCP Registries

Official registry for public Model Context Protocol server metadata.

Curated tool relationship for future one-stop directory pages.

ToolNeeds verificationFree

Roo Code

AI Coding Assistants

Open-source autonomous coding agent extension for editor-based software tasks.

Curated tool relationship for future one-stop directory pages.

ToolNeeds verificationOpen sourceSelf-hostedGitHub linked

Smithery

MCP Registries

MCP server registry and tooling platform for agent integrations.

Curated tool relationship for future one-stop directory pages.

ToolNeeds verificationFreemium

mcp.so

MCP Registries

Community-oriented directory for MCP servers and clients.

Curated tool relationship for future one-stop directory pages.

ToolNeeds verificationFree

Repository candidates

No repository relationships are present for this use case yet.

Caveats and failure modes

MCP records need source, maintainer, permission, and safety review before being treated as trusted integrations.

The official MCP registry probe timed out during the seed build, so registry coverage is incomplete.