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io.github.nimish14/freelance-ops-mcp

Official registry Finance and payments

Freelance invoice ops MCP — overdue status, tone suggestion, and reminder drafts

Source code Documentation

Install

Add this to your client's MCP configuration (Claude Desktop: claude_desktop_config.json; Cursor: .cursor/mcp.json; VS Code and others use the same "mcpServers" shape).

NPM package freelance-ops-mcp
Claude Code 
claude mcp add freelance-ops-mcp -- npx -y freelance-ops-mcp@0.1.0
JSON configuration (Claude Desktop, Cursor, VS Code) 
{
    "mcpServers": {
        "freelance-ops-mcp": {
            "command": "npx",
            "args": [
                "-y",
                "freelance-ops-mcp@0.1.0"
            ]
        }
    }
}

Documentation

From the project's README on GitHub, refreshed weekly. Links open on GitHub.

Contents
  1. Practical LLM Apps
  2. Run one now
  3. Browse templates
  4. Project goals
  5. License

Practical LLM Apps

Clone-and-run AI agents, RAG apps, and MCP servers.

Hand-built examples you can customize and ship — not slide-deck demos.

Works with OpenAI, and several apps run fully local with no API key.

Run one now

Invoice Follow-up Agent
git clone https://github.com/nimish14/practical-llm-apps.git
cd practical-llm-apps/starter_ai_agents/invoice_followup_agent
pip install -r requirements.txt
cp .env.example .env   # add OPENAI_API_KEY
streamlit run app.py
Chat with PDF
cd practical-llm-apps/starter_ai_agents/chat_with_pdf
pip install -r requirements.txt
cp .env.example .env   # add OPENAI_API_KEY
streamlit run app.py
Resume Evidence RAG (no API key)
cd practical-llm-apps/rag_apps/resume_evidence_rag
pip install -r requirements.txt
streamlit run app.py
Freelance Ops MCP (Cursor / Claude)
cd practical-llm-apps/mcp_servers/freelance-ops-mcp
npm install
npm run build
npx -y @modelcontextprotocol/inspector node dist/index.js

Add to Cursor MCP settings:

{
  "mcpServers": {
    "freelance-ops": {
      "command": "npx",
      "args": ["-y", "freelance-ops-mcp"]
    }
  }
}

(After npm publish — until then, point args at node + local dist/index.js.)

Browse templates

Starter AI Agents
AppDescription
Invoice Follow-up AgentDraft polite → firm invoice reminders with tone control and overdue context
Chat with PDFAsk questions about an uploaded PDF with page citations
RAG Apps
AppDescription
Resume Evidence RAGHybrid MiniLM + BM25 retrieval that returns grounded resume facts for a job description
MCP Servers
ServerDescription
freelance-ops-mcpTools for overdue status, tone suggestion, and invoice reminder drafts
resume-evidence-mcpBM25 resume evidence retrieval tools for coding agents

Project goals

  1. Every app: clone → install → run in under 2 minutes
  2. Clear README with problem, pipeline, and limits
  3. MCP servers packaged for npm + MCP Registry
  4. Prefer small, focused tools over mega-frameworks

License

MIT — fork it, ship it, sell it.

Frequently asked questions

What is io.github.nimish14/freelance-ops-mcp?

Freelance invoice ops MCP — overdue status, tone suggestion, and reminder drafts

How do I install io.github.nimish14/freelance-ops-mcp?

It runs on your machine. In Claude Code: claude mcp add freelance-ops-mcp -- npx -y freelance-ops-mcp@0.1.0. For other clients, paste the JSON configuration from this page into their MCP settings.

Does io.github.nimish14/freelance-ops-mcp need an API key?

Its registry entry lists no required key or secret. Some features may still need an account with the service it connects to.

Is io.github.nimish14/freelance-ops-mcp open source?

Yes. Its code is on GitHub under the MIT license.

Who maintains io.github.nimish14/freelance-ops-mcp?

It is published by nimish14. AI.tn lists it but does not maintain or endorse it.

From the official MCP Registry. Listing is not an endorsement: review a server's code and permissions before giving it access to your data.