# Placement Analyzer MCP

> Placement Analyzer MCP — mr-sanjai-offl-talentlens-mcp. Use this tool when you need to analyze student profiles in bulk and identify skill gaps for effective college placement. It solves problems of manual data analysis and skill assessment by providing evidence-backed intelligence from various sources like resumes, GitHub, and LeetCode. The Placement Analyzer MCP takes in Excel data and outputs actionable insights on student skills and profile completeness.

Canonical page: https://skillsregistry.net/skills/mr-sanjai-offl-talentlens-mcp  
JSON: https://api.skillsregistry.net/v1/skills/mr-sanjai-offl-talentlens-mcp

## Description

An MCP server for college placement cells to analyze student profiles from bulk Excel data, search students, and access evidence-backed skill intelligence from resumes, GitHub, LeetCode, and portfolios. It provides tools for skill gap analysis and profile completeness evaluation.

## Trust

- **Trust score (0–1):** 0.67
- **Verification tier:** scanned
- **Last scanned:** 2026-08-29

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** version-control
- **Updated:** 2026-08-29

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/me0v9kv95w)
- **Repository:** <https://github.com/mr-sanjai-offl/talentlens-mcp>

## 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": "mr-sanjai-offl-talentlens-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/mr-sanjai-offl-talentlens-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/mr-sanjai-offl-talentlens-mcp/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