← ClaudeAtlas

mcp-deduplicatorlisted

MCP tool deduplication and unified abstraction layer for multi-server setups. Activate when the user has multiple MCP servers installed and wants to reduce tool noise, detect overlapping tools, understand which tool to use for a given task, or create routing rules that prevent Claude from wasting tokens choosing between near-identical tools. Handles: semantic duplicate detection across MCP servers, unified tool abstraction mapping, routing rule generation, tool conflict resolution, canonical tool naming, and per-server tool audits. Use when user says: too many tools, duplicate tools, MCP overlap, tool overload, which tool should I use, GitHub vs GitLab tools, Jira vs Linear tools, deduplicate my tools, clean up my MCP, tool conflict, tool sprawl, consolidate tools, multiple MCP servers, tool redundancy. Do NOT activate for: installing MCP servers, configuring individual MCP servers, writing code that calls MCP tools, general MCP setup questions without a deduplication goal. First response: "MCP Deduplicator a
Sandeeprdy1729/claude-design-skill · ★ 2 · AI & Automation · score 69
Install: claude install-skill Sandeeprdy1729/claude-design-skill
# MCP Tool Deduplicator The MCP ecosystem has 2000+ servers. Users routinely install 3–6 per project, and conceptually identical operations (create a task, search code, post a comment) exist across GitHub, GitLab, Jira, Linear, Notion, and others under different names and schemas. Without deduplication, Claude burns tokens at every turn evaluating 40–90 tools to decide between semantically equivalent ones — and sometimes picks the wrong one. This skill maps every available tool across all connected MCP servers, detects semantic duplicates, and produces a unified abstraction layer with explicit routing rules so Claude is presented with a clean, deduplicated toolset. --- ## SLASH COMMANDS | Command | Action | | --- | --- | | `/scan` | Full scan of all connected MCP servers; output duplicate map | | `/diff <server-a> <server-b>` | Compare two specific servers tool-by-tool | | `/abstract <operation>` | Show the canonical abstraction for a named operation (e.g. "create issue") | | `/route <query>` | Given a natural language task, recommend the single best tool to use | | `/matrix` | Print the full deduplication matrix (all servers × all canonical operations) | | `/config` | Generate a `.mcp-dedup.yml` routing config ready to paste into your project | | `/audit <server>` | List all tools from a single server with duplicate annotations | | `/stats` | Summary: total tools, duplicate count, reduction %, canonical operations | | `/simulate <query>` | Test the routing config by run