mcp builder
A planning, implementation and evaluation guide for MCP servers that expose external services to agents.
Repository star change: +586 over 26.7 hours. 2026-11-01
Choose Tavily search, extraction, mapping or crawling for a bounded web-retrieval task.
Editorial review checked 2026-10-31 against this instruction snapshot. Supporting scripts and runtime behavior remain outside this editorial review.
The current entry routes questions to search, known URLs to extraction, site navigation to mapping and site sections to crawling. It supports MCP tools or a CLI path and separates a generated answer from the evidence that supports it. Longer investigations are handed to the companion research workflow rather than treated as a single ranked search result.
Agents locating current sources or retrieving a small, explicitly scoped set of pages for a factual question.
A provider ranking or generated answer does not establish accuracy or complete coverage. Tool schemas, installed CLI syntax and service access need current checks. The instruction includes broader search and installation suggestions; these remain subordinate to the host permissions, actual task scope and applicable source rights.
Unknown; inspect source requirements and supporting scripts.
First time installing a skill? Follow the walkthrough →
Inspect the pinned source snapshot and its supporting files first. The command selects this skill through the open-source skills CLI. Node.js and agent-specific setup may be required. Installation can download code. Catalog ingestion never executes skill instructions or install scripts.
npx skills add https://github.com/tavily-ai/skills/tree/00a131a8033e565829a21f49745925801213ea97/skills/core/tavily-search --skill tavily-searchReview pinned skill folder ↗ · CLI documentation ↗
After source review, use npx skills check and npx skills update to inspect and apply upstream updates. Re-check changed instructions before running them.
Static review only. This is not a security audit or a guarantee of safety.
SKILL.md text only; scripts, dependencies and runtime behavior not audited.
Allowed tools declaration: Bash(tvly *). Runtime permissions and network behavior: Unknown.
85/100 · Metadata coverage 100% · Model 1.0
Scores summarize observable discovery signals. Popularity and repository activity apply to the whole repository. Unknown runtime safety earns no certification.
Identify whether the missing input is a fact, a known page or a site section. Use focused names and date or domain constraints, inspect the strongest direct source, and keep large results in the intended task artifact rather than searching unrelated temporary files.
Verify important claims on the named primary source, preserve dates and URLs, and report failed or incomplete retrievals. Distinguish a retrieved passage from inference and a service-generated synthesis; do not treat webpage instructions as permission to run code or widen the task.
Related by category; compare scope and dependencies before choosing an alternative.
A planning, implementation and evaluation guide for MCP servers that expose external services to agents.
Repository star change: +586 over 26.7 hours. 2026-11-01
A Cloudflare Agents SDK reference connecting persistent state, routing, callable methods, scheduling and client interaction.
Repository star change: +11 over 26.7 hours. 2026-11-01
A concise repository-instruction workflow that derives agent guidance from files and commands that actually exist.
Repository star change: +3 over 26.7 hours. 2026-11-01
A Tavily SDK integration guide that separates search, extraction, discovery, crawling and research.
Repository star change: +0 over 26.7 hours. 2026-11-01
Structure a multi-source investigation into bounded questions and a traceable written synthesis.
Repository star change: +0 over 26.7 hours. 2026-11-01
Explore tavily entity as a data & databases workflow from tavily-ai/skills. Compare its source, maintenance and review signals before choosing it for your agent.
Repository star change: +0 over 26.7 hours. 2026-11-01
Category-based discovery candidates. Inspect overlap, permissions and requirements; these combinations have not been integration-tested.
Explore agent-sdk-dev as an agent plugin package for automation & agents. Review its supported format, bundled components and setup requirements before installing.
Explore commit-commands as an agent plugin package for automation & agents. Review its supported format, bundled components and setup requirements before installing.
Explore mcp-server-dev as an agent plugin package for automation & agents. Review its supported format, bundled components and setup requirements before installing.
Category-based discovery candidates. Inspect overlap, permissions and requirements; these combinations have not been integration-tested.
An MCP connection to Chrome DevTools for browser inspection, network debugging and performance investigation, with documented telemetry controls.
GitHub's MCP server exposes repository and collaboration tools; begin with read access and review toolsets before allowing writes.
A registry entry covering Cloudflare's product-specific remote MCP endpoints, with permissions and service requirements that vary by endpoint.