Harshith Nayaka L portfolio

Read-only MCP access to Harshith Nayaka L's portfolio: profile, case studies, FAQ and guides.

Should I use this

Quality & Safety

A
Description quality
87%
Schema completeness
83%
Naming quality
97%
Poisoning risk
100%
Permission match
100%
Protocol compliance
100%

Findings (2)

  • LOWTool 'get_case_study' description lacks action verbin get_case_study
  • LOWTool 'list_faqs' description lacks action verbin list_faqs

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~737Tokens (tool definitions)
~678 BTypical response size
Moderate attention impact (0.58% of 128k context)

This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.

Install

One-Click Install

Add this to your `claude_desktop_config.json` file:

{
  "mcpServers": {
    "portfolio": {
      "url": "https://harshith-nayaka-l-portfolio.vercel.app/mcp"
    }
  }
}

Remote endpoints

https://harshith-nayaka-l-portfolio.vercel.app/mcpstreamable-http

What it can do

Tool inventory

Tools (6)

🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
🟢get_profile

Who Harshith Nayaka L is: role, employer, location, availability, contact email and public profiles. Start here for questions about the person rather than a project.

Input Schema

{
  "type": "object",
  "properties": {},
  "additionalProperties": false
}
🟢list_projects(topic)

Every project in the portfolio with a one-line outcome, tags, status, links and its slug, optionally narrowed to one topic. Use the slug with get_case_study for the full write-up.

Input Schema

{
  "type": "object",
  "properties": {
    "topic": {
      "type": "string",
      "description": "Only projects whose title, outcome or tags mention this, e.g. \"RAG\", \"MCP\", \"WhatsApp\", \"multi-agent\". Omit for every project."
    }
  },
  "additionalProperties": false
}
🟢get_case_study(slug)

The full case study for one project: the problem, what was built, the pipeline, the engineering decisions, results, stack and sources.

Input Schema

{
  "type": "object",
  "properties": {
    "slug": {
      "type": "string",
      "enum": [
        "spectra",
        "personal-os-mcp",
        "craftconnect",
        "brandforge",
        "brand-audit-platform",
        "creative-ops-pipeline",
        "replydesk",
        "cannon",
        "nova-ai",
        "ai-notes",
        "maestro",
        "octo",
        "airtable-ai-company-briefs",
        "youtube-scraper-google-sheets",
        "slack-weekly-report-bot"
      ],
      "description": "The project's slug, as returned by list_projects."
    }
  },
  "required": [
    "slug"
  ],
  "additionalProperties": false
}
🟢list_faqs(query)

The questions and answers from the site's FAQ (hiring and availability, what the role involves, technical questions answered from the projects), optionally ranked against a question.

Input Schema

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string",
      "description": "Only the entries that share words with this, best match first. Omit for every entry in site order."
    }
  },
  "additionalProperties": false
}
🟢list_agent_skills(name)

The published agent skills: what each one does, the method behind it, and its repository. Pass a name for one skill.

Input Schema

{
  "type": "object",
  "properties": {
    "name": {
      "type": "string",
      "description": "One skill's name, e.g. \"humanizer\". Omit for every skill."
    }
  },
  "additionalProperties": false
}
🟢answer_question(question)

Answers a question about Harshith Nayaka L or his work by quoting the site's own published answer, with its source URL. Returns "no published answer" rather than composing one.

Input Schema

{
  "type": "object",
  "properties": {
    "question": {
      "type": "string",
      "minLength": 3,
      "description": "The question in plain language, e.g. \"Is he available for freelance work?\" or \"How does Maestro verify answers?\"."
    }
  },
  "required": [
    "question"
  ],
  "additionalProperties": false
}

Community

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Evidence

Recent observations

verifiedversion not recorded6 tools