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Find relevant MCP tools by intent while greatly reducing context usage.
Copy the install command and let the AI configure it · recommended for beginners
No copy-paste install info for "Tool Compass" yet — see the docs or source repo.
Based on my goal, “collect webpage content and summarize it into a weekly report,” find the most relevant MCP tools from the available tools and group them by purpose with reasons.
A shortlist of best-matching MCP tools with purpose-based grouping and brief recommendation notes.
I need an MCP tool that can read PDFs, extract tables, and export them to CSV. Keep only the top 3 most relevant candidates and explain their pros and cons.
A reduced list of candidate tools that speeds up selection and minimizes irrelevant options.
I want to build an automated flow: receive user questions, retrieve information, generate answers, and send notifications. Recommend an MCP tool stack for this workflow.
A recommended tool stack for the full workflow, covering the capabilities needed at each step.
Semantically search MCP tools and return only the most relevant schemas.
Compress and proxy MCP responses to reduce token usage for LLM tool calls.
Discover, manage, and execute tools across MCP servers with natural language.
Turn CVs and projects into MCP tools for querying and job matching.
Rank and shortlist MCP tools for natural-language queries with zero dependencies.
Aggregate MCP servers and route tools intelligently for efficient parallel work.