# MCPLens

> MCPLens — jcgs2503-mcp-lens. Use this tool when you need to efficiently manage multiple backend tools with a minimal context footprint, solving scalability issues and reducing complexity in AI agent workflows. MCPLens streamlines semantic search, schema retrieval, and tool routing through three meta-tools, accepting tool requests as input and outputting relevant results. It is ideal for large-scale AI applications requiring hundreds of tool integrations.

Canonical page: https://skillsregistry.net/skills/jcgs2503-mcp-lens  
JSON: https://api.skillsregistry.net/v1/skills/jcgs2503-mcp-lens

## Description

A context-efficient proxy that replaces individual tool schemas with three meta-tools for semantic search, schema retrieval, and tool routing. It enables agents to manage hundreds of backend tools while maintaining a constant context footprint of approximately 500 tokens.

## Trust

- **Trust score (0–1):** 0.87
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** search
- **Updated:** 2026-09-19

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/sqw2ajja47)
- **Repository:** <https://github.com/jcgs2503/mcpfind>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "jcgs2503-mcp-lens"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/jcgs2503-mcp-lens` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/jcgs2503-mcp-lens/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt