The request asks what to use but names no specific product, platform or constraint, so the right tool depends on what you are building. Please say which one you need: for example, an AI agent that needs project context, a context layer for analytics, or an error-monitoring setup.
A question back: What do you want to use it for, and on which platform or stack (e.g. a coding agent, web analytics, error monitoring, or a workspace/knowledge tool)?
For agents: the 10 actions behind this answer
what-context-needed · what-context-needed verified and signed
Ask Copilot what files it needs to see before answering a question
wiki_ingest_with_context · llmwiki found in code, not yet checked
Ingest a source file into the wiki and return enhanced context including related pages, word count, content type, and suggested next actions. Use this instead of plain ingest when you want to understand how the source relates to existing wiki content.
get-security-center-insight-context · Cloudflare API verified and signed
Retrieves Security Center Insight Context
doc-coauthoring · doc-coauthoring verified and signed
Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc
web-research · web-research verified and signed
Searches multiple web sources, synthesizes findings, and produces cited research reports using delegated subagents. Use when the user asks to research a topic online, search the web, look something up, find current information, compare options, or produce a research report.
notion-meeting-intelligence · notion-meeting-intelligence verified and signed
Prepares meeting materials by gathering context from Notion, enriching with Claude research, and creating both an internal pre-read and external agenda saved to Notion. Helps you arrive prepared with comprehensive background and structured meeting docs.
pr_context · postpile found in code, not yet checked
append_insight · MCP-Brave-Search found in code, not yet checked
Add a business insight to the memo
databricks · databricks-cli verified and signed
get_context · snowplow-cli found in code, not yet checked
REQUIRED: Call this tool FIRST before any Snowplow analytics work. Retrieves complete JSON schemas, validation rules, and structural examples for Snowplow data-structures, data-products, and source-applications. This context includes required fields, format patterns (like Iglu URIs), cardinality rul
Labels are the instruments' verdict and are never changed by ranking. Agents and robots get this same answer as JSON at /api/v1/find?q=…&answer=1 and through the MCP server.