Offerloop
Find real alumni at any company and draft outreach in seconds.
What it can do
- Find Contacts: Find real, verified professionals at a target company who match the user's school, role interests, or career goals. Returns names, titles, LinkedIn URLs, recent career moves, and person
- Get Company Intel: Get a strategic overview of a company for interview prep, recruiter conversations, or deciding where to apply. Returns recent news, recruiting timeline signals, divisions or teams,
- Draft Outreach: Draft a personalized cold email or coffee chat ask to a specific person, grounded in their real career history and the user's relationship to them (alumni, dream company, shared employ
What data it sees
Do you need an account
No: the server works without sign-in
Find real alumni at any company and draft outreach in seconds.
Offerloop turns Claude, ChatGPT, and Cursor into your career networking copilot. Whether you're job-hunting, breaking into a new industry, or building a deliberate network in a target field.
Three tools, one workflow:
Find verified alumni at any company, ranked by warmth (alumni connection, shared employer, dream company match). Returns real names, titles, LinkedIn URLs, and personalization hooks. No hallucinated contacts, no fake emails.
Get firm intel including overview, recent news, recruiting signals, and alumni density at your specific school. Know whether a company is a realistic path before you spend hours preparing.
Draft personalized outreach that references the contact's real career history and your relationship to them (alumni, dream company, shared employer, career path). Built on the same personalization engine used by Offerloop's paying members.
Free to use anonymously with daily limits. Sign up at offerloop.ai to remove caps, sync your outreach to Gmail, and track your networking pipeline.
How to connect
How to connect Offerloop to Claude
The server address to paste into Claude settings:
https://offerloop--deena-bandi004.run.tools
- Open Claude (claude.ai or the desktop app).
- Go to Settings → Connectors.
- Click Add custom connector.
- Paste the server address copied below into Remote MCP server URL and click Add.
- In a chat, click + → Connectors and switch the new connector on.
Custom connectors are available on Free, Pro, Max, Team and Enterprise plans (Free is limited to one). On Team and Enterprise an organization Owner adds the connector first under Organization settings → Connectors.
Authorization
After you click Add, a sign-in window for the service opens. Sign in with your own account and approve access. Claude never sees your password.
How to connect Offerloop to ChatGPT
The server address to paste into ChatGPT settings:
https://offerloop--deena-bandi004.run.tools
- Open ChatGPT in a browser (chatgpt.com). A Plus, Pro, Business, Enterprise or Edu plan is required.
- Turn on developer mode once: Settings → Apps → Advanced settings → Developer mode.
- Open Settings → Connectors and click Create.
- Fill in the form: Name (anything), Description (one line about what the service does), MCP server URL (copy it below).
- Under Authentication choose OAuth if the service requires sign-in, otherwise None. Click Create.
- In a new chat open + → Apps/Connectors and enable the connector.
OpenAI has renamed this section before (Connectors → Apps/Plugins). If the label differs, search settings for "developer mode". On Business/Enterprise workspaces an admin must allow custom connectors first.
Authorization
On first use ChatGPT opens the service's sign-in window. Sign in and approve access.
How to connect Offerloop to Cursor
The server address to paste into Cursor settings:
https://offerloop--deena-bandi004.run.tools
Fastest: click Open in Cursor below and confirm the prompt.
Manually:
- In Cursor open Settings → Cursor Settings → MCP and click Add new global MCP server.
- Paste the JSON copied below into
~/.cursor/mcp.json(per project:.cursor/mcp.jsonin the repo root). - Save the file. The server appears in the MCP list; authorize it there if asked.
Authorization
If the service needs sign-in, an authorize button appears next to the server in the MCP list.
Server tool list (3)
Raw names from tools/list. Only developers need these.
| find_contacts | Find real, verified professionals at a target company who match the user's school, role interests, or career goals. Returns names, titles, LinkedIn URLs, recent career moves, and personalization hooks (alumni connection, shared employer, dream company). Use this when the user wants to know who to reach out to for networking, informational interviews, coffee chats, or job referrals. |
| get_company_intel | Get a strategic overview of a company for interview prep, recruiter conversations, or deciding where to apply. Returns recent news, recruiting timeline signals, divisions or teams, and (if the user's school is provided) how many alumni from that school work at the company. Use this when the user is researching a firm for an interview, comparing offers, or trying to sound informed in a conversation. |
| draft_outreach | Draft a personalized cold email or coffee chat ask to a specific person, grounded in their real career history and the user's relationship to them (alumni, dream company, shared employer, career path). Returns a complete draft email with subject line and body. Use this when the user has identified someone they want to reach out to and needs a specific email written. |