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JustSift MCP connector

Connect JustSift to Elaichi and Claude, ChatGPT, Cursor, Microsoft Copilot and the Elaichi Agent can search your company directory, open a person's profile and see their photo and fields, with every lookup recorded in an audit log.

  • Connects with an API key
  • Free 14-day trial
  • No credit card
ChatGPT Elaichi connected

Who on the Berlin support team reports to Priya?

Working in JustSift with Elaichi

  • List all JustSift complex search people
  • Get single JustSift person by ID
  • List all JustSift search people
Ask anything…
Governance / Audit log Last 24 hours
JustSift List all JustSift search people Emily Carter · ChatGPT · 9:41 AM Done
JustSift Get single JustSift person by ID Emily Carter · ChatGPT · 9:41 AM Done
JustSift List all JustSift complex search people Emily Carter · ChatGPT · 9:41 AM Done
JustSift List all JustSift people media Megan Brooks · Claude · 9:38 AM Done
JustSift List all JustSift person fields Ryan Hayes · Cursor · 9:35 AM Done

How to connect JustSift to Claude, ChatGPT, Cursor or Microsoft Copilot

Step by step, for each AI app

JustSift MCP connector for Claude

  1. 1

    Open Customize, then Connectors.

  2. 2

    Press Add.

  3. 3

    Name it, paste the MCP server URL, then Continue.

    https://api.elaichi.ai/mcp
  4. 4

    Sign in and approve.

On Team and Enterprise, an Owner adds it once. Everyone else turns it on for themselves.

JustSift MCP connector for Claude Code

  1. 1

    In a terminal, run claude mcp add with the endpoint.

    https://api.elaichi.ai/mcp
  2. 2

    Start Claude Code and run /mcp.

  3. 3

    Pick elaichi, then sign in and approve in the browser.

Terminal

$ claude mcp add --transport http elaichi --scope user https://api.elaichi.ai/mcp

Use --scope project instead to share it with the repository through .mcp.json.

JustSift MCP connector for ChatGPT

  1. 1

    Open Plugins, then press the + button.

  2. 2

    Name it and paste the endpoint into Server URL.

    https://api.elaichi.ai/mcp
  3. 3

    Leave Authentication on OAuth, then tick the risk acknowledgement.

  4. 4

    Press Create, then sign in and approve.

Works on the web. The plugin directory lives at chatgpt.com/plugins.

JustSift MCP connector for Cursor

  1. 1

    Open ~/.cursor/mcp.json.

  2. 2

    Add the endpoint under mcpServers.

    https://api.elaichi.ai/mcp
  3. 3

    Reload Cursor, then sign in and approve.

~/.cursor/mcp.json

{
  "mcpServers": {
    "elaichi": {
      "url": "https://api.elaichi.ai/mcp"
    }
  }
}

Set up per machine, so repeat it on each computer you work from.

JustSift MCP connector for Microsoft Copilot

  1. 1

    In Copilot Studio, open your agent, then Tools, Add a tool, New tool and Model Context Protocol.

  2. 2

    Paste the endpoint into Server URL, choose OAuth 2.0, then Dynamic discovery, and press Create.

    https://api.elaichi.ai/mcp
  3. 3

    Create a new connection, sign in and approve, then press Add to agent.

  4. 4

    Under Channels, open Teams and Microsoft Copilot and make the agent available in Microsoft Copilot.

Server URL
https://api.elaichi.ai/mcp
Authentication
OAuth 2.0
Type
Dynamic discovery

Microsoft Copilot was called Microsoft 365 Copilot. Keep the tool on end-user credentials, so each person signs in as themselves.

Connect JustSift to any MCP client

  1. 1

    Add the endpoint as a remote MCP server.

    https://api.elaichi.ai/mcp
  2. 2

    Sign in and approve.

{
  "mcpServers": {
    "elaichi": {
      "url": "https://api.elaichi.ai/mcp"
    }
  }
}

The Elaichi Agent already has these tools, with nothing to set up.

What teams do with JustSift through Elaichi

Ask in plain English. Each person’s AI can do only what they’re allowed to, and every action it takes in JustSift is logged.

  • HR

    Answer who reports to whom in seconds

    Ask for everyone in a department with their titles, managers and locations, and get the list straight from JustSift profiles instead of exporting a spreadsheet.

  • IT

    Confirm a person before granting access

    When a request comes in, look the person up in JustSift by name or ID and check their team, manager and office before approving anything.

  • Support

    Find the right owner for an escalation

    Search JustSift for the person who covers a product, region or account, and hand the ticket to a named person rather than a shared inbox.

  • Sales

    Find internal experts for a deal

    Ask who in the company has worked in healthcare or speaks German, and pull the matching people from JustSift to loop into the pitch.

  • Operations

    Build a roster for an office or project

    Combine filters such as location, team and start date to list the people who belong on a floor plan, a rota or a project kickoff.

  • Managers

    Put names to faces on a new team

    Pull the photos and profile fields for everyone on a team you have just inherited, so the first one to ones start with the basics already known.

Try asking

  • “Who on the Berlin support team reports to Priya?”
  • “Find engineers with Kubernetes listed in their JustSift profile.”
  • “List everyone in Finance with their titles and office locations.”

See all 5 JustSift tools →

What connecting JustSift gets you

6 screens from Elaichi, each doing one job for your JustSift account.

Elaichi Agent

Ask Elaichi to work across your apps.

Who on the Berlin support team reports to Priya?

Find engineers with Kubernetes listed in their JustSift profile.

List everyone in Finance with their titles and office locations.

Also runs in Claude, ChatGPT, Cursor or Microsoft Copilot

The agent

Ask who does what, get live JustSift answers.

Find people, teams and managers in plain language, straight from JustSift profiles.

ElaichiAI apps
Claude ChatGPT Cursor Microsoft Copilot

Copy the endpoint

https://api.elaichi.ai/mcp
Client Connected by Status Last used
Claude
E

Emily Carter

• Connected 4 minutes ago
Cursor
M

Megan Brooks

• Connected 2 hours ago
ChatGPT
R

Ryan Hayes

• Connected Yesterday

AI apps

One endpoint puts JustSift in every AI client.

Claude, ChatGPT, Cursor and Microsoft Copilot connect over OAuth, with no SDK and no shared API key.

ElaichiTools
Tool Action Description
List all JustSift complex search people List Search justsift people using complex AND/OR filter logic against person fields, with an optional generic text query and field-based sorting. Returns: id, email. Max 100 per page.
Get single JustSift person by ID Get Get a single person in justsift by their id or email address. Returns the person record including its id and their profile attributes — a mix of standard properties and additional dynamic per-organization fields (the exact key set is listed by the /fields/person route). Required: id.
List all JustSift search people List Perform a simple people search in justsift. Returns a collection of matching people including id, firstName, lastName, pictureUrl, and dynamic per-organization fields. Accepts q plus optional sortBy, sortDirection (asc/desc), orQuery, and exact-match field filters by objectKey (e.g. department=Marketing); filters combine with AND unless orQuery is true.
List all JustSift people media List Retrieve a person's photo from justsift by their id or email. Returns the photo as binary JPEG image data. Required: id_or_email, media_kind.
List all JustSift person fields List List the person profile fields configured in justsift. Returns field definitions including objectKey and searchable; the field list is dynamic per organization.

Tool catalog

All 5 JustSift tools, ready with no code.

Search people, open a profile, browse photos and see every field, with nothing to build.

ElaichiToolboxes
Name Source template Tools Created

HR toolbox

JustSift · people records and reporting lines

JustSift starter 18 Mar 4, 2026

IT toolbox

JustSift · identity checks and directory lookups

— 9 Mar 2, 2026

Support toolbox

JustSift · escalation owners and on-call contacts

— 24 Feb 27, 2026

Sales toolbox

JustSift · internal experts and account owners

JustSift starter 6 Feb 19, 2026

Facilities toolbox

JustSift · office locations and headcount

— 31 Jan 30, 2026

Managers toolbox

JustSift · team rosters and profiles

— 12 Jan 22, 2026

Toolboxes

Each team gets its own JustSift toolbox.

HR, IT and Support each work from a toolbox scoped to their job.

ElaichiConnections
Connection Scope Status Access
JU

JustSift (People Ops)

Connected by Emily Carter

Personal • Active 1 team · 6 members
JU

JustSift (IT Helpdesk)

Connected by Jake Morgan

Organization • Active 3 teams · 24 members
JU

JustSift (Support)

Connected by Megan Brooks

Organization • Active 2 teams · 11 members
JU

JustSift (Sales)

Connected by Tyler Reed

Personal • Needs re-auth 1 team · 3 members
JU

JustSift (Facilities)

Connected by Ryan Hayes

Personal • Active Not shared
JU

JustSift (Finance)

Connected by Ashley Parker

Personal • Active 2 teams · 9 members

Shared connections

Teammates use JustSift without seeing the API key.

One person connects JustSift, shares it with teams, and the key stays with them.

ElaichiAudit log
When Who What happened Type

2 minutes ago

Mar 6, 2026, 3:10 PM

E

Emily Carter

[email protected]

Restriction Created Access

8 minutes ago

Mar 6, 2026, 3:04 PM

J

Jake Morgan

[email protected]

Restriction Updated Access

14 minutes ago

Mar 6, 2026, 2:58 PM

M

Megan Brooks

[email protected]

Role Assigned Access

20 minutes ago

Mar 6, 2026, 2:52 PM

T

Tyler Reed

[email protected]

JustSift Users Updated MCP

26 minutes ago

Mar 6, 2026, 2:46 PM

R

Ryan Hayes

[email protected]

JustSift People Created MCP

32 minutes ago

Mar 6, 2026, 2:40 PM

A

Ashley Parker

[email protected]

JustSift People List Toolbox

Audit log

Every JustSift lookup names who made it.

When, who, what happened and which person record, kept in an append-only log.

From answering questions to doing the work

A trigger starts the work, inside the same permissions and the same audit log as everything else. Workflows, collections and live dashboards come with the Black plan.

JustSift digest

Run 418 · started 2 minutes ago · on behalf of Emily Carter

  1. ✓

    Schedule

    Every weekday at 8:00 AM

    0.2s
  2. ✓

    Fetch people

    JustSift

    1.4s
  3. ✓

    Group by owner

    Transform

    0.1s
  4. ✓

    Draft the digest

    Agent step

    Ran with 4 tools, returned a structured summary

    6.2s
  5. Approve the digest

    Needs approval

    Assigned to Jake Morgan

    Approve
  6. Post the digest

    JustSift

    Queued

Workflows

A schedule turns JustSift changes into a digest.

A schedule pulls new JustSift people, groups them by team, and a person approves the digest.

JustSift health

Refreshed 4 minutes ago · every 15 minutes · from the people collection

Live

People

1,284 ↓ 12%

Profiles

96 ↓ 8%

Needs attention

3 ↑ 2

Updated this week

412 ↑ 9%

People created

Last 14 days

By team

Share of activity

People Ops 34%

IT Helpdesk 27%

Support 21%

Sales 18%

Collections and dashboards

Live JustSift headcount, computed without a model.

People counts, new profiles over 14 days, and a breakdown by team, refreshed on a schedule.

For IT and engineering

Elaichi vs Zapier MCP vs Composio for JustSift

All three can connect JustSift to an AI assistant, and all three have admin controls. They differ in where access lives and how you pay.

Elaichi compared with Zapier MCP and Composio for JustSift, by what to check
What to check Elaichi Zapier MCP Composio
Where the AI connects One address for the whole organization. https://api.elaichi.ai/mcp A server per member, created at sign-in. An MCP endpoint per team, or an SDK.
Control over JustSift tools Allow or restrict single JustSift tools, per role or user. App and action restrictions on the account. Role permissions, down to the action.
Record of calls One audit entry per JustSift call. A History tab of tool calls. A log of every tool call.
Single sign-on SAML or OIDC, plus SCIM, on Gold. SAML on Enterprise. SAML and OIDC on Enterprise.
Price Free for one person; $15 per user per month on Gold. 2 tasks per successful call. Billed per tool call.

Sources: Zapier MCP docs, security, usage; Composio docs, gateway, enterprise, pricing. Checked September 2026.

Longer take: Zapier MCP alternative and when you don't need an MCP gateway.

JustSift tools for your AI agents

5 tools are ready to call through Elaichi's MCP endpoint the moment you connect JustSift, governed by the same roles, restrictions, and audit log as everything else in Elaichi.

Questions, answered

How do I connect JustSift to Claude?

First, connect JustSift in Elaichi by pasting your JustSift API key; there is no OAuth application to register and no client ID or secret to generate. Then open Claude, go to Customize, then Connectors, then Add, and paste https://api.elaichi.ai/mcp as the endpoint. Sign in to Elaichi when Claude asks, and JustSift people search is available in your next conversation.

Does JustSift work with ChatGPT and Cursor as well as Claude?

Yes. Once JustSift is connected in Elaichi, the same endpoint, https://api.elaichi.ai/mcp, works in Claude, ChatGPT, Cursor, Microsoft Copilot, any other MCP client and the Elaichi Agent. You connect JustSift once and every client picks it up.

What can an AI agent actually do with my JustSift data?

Through this connector an agent can search JustSift for people by name, team, location or any profile field, combine several filters into one search, open a single person's full profile, see their photo and other media, and check which fields your JustSift directory holds. In practice that means asking who is on a team, who someone reports to, or who has a particular skill. Short, concrete asks such as "everyone in Finance in Austin" work better than long sentences.

Does connecting JustSift give the AI everything in the directory?

No. Access through Elaichi follows the JustSift API key that was connected and the person who signed in to Elaichi, so an agent can only see the JustSift people and fields that connection can already see. Elaichi can narrow that further with roles and restrictions, and it can never widen it beyond what JustSift itself allows.

Can my team share one JustSift connection?

Yes. One person connects JustSift with the API key and shares the connection with a team in Elaichi, and nobody else on the team ever sees or handles that key. Each teammate still signs in to Elaichi as themselves, so every JustSift lookup in the audit log carries the name of the person who made it.

Can I stop an agent from deleting or changing things in JustSift?

Nothing in this connector can change or delete anything: all five JustSift actions look people, profiles, media and fields up, and none of them write back. If you also want to restrict a particular lookup, such as browsing photos, Elaichi restrictions work per action, and a restricted action still appears in Elaichi's tool search, flagged as restricted, but the AI client cannot run it, whatever the prompt says.

What happens to a JustSift connection when someone leaves?

Offboarding a person in Elaichi ends their access to JustSift through every AI client at once. A JustSift connection they shared with a team keeps working for everyone else on that team. If you want the connection gone entirely, disconnecting JustSift once in Elaichi removes it from Claude, ChatGPT, Cursor, Microsoft Copilot and every other client together.

Does the JustSift MCP connector work with Gemini, Codex, Claude Code or other MCP clients?

Yes. JustSift is reached over the same MCP endpoint every client uses, so anything that speaks MCP can call it — Gemini, Codex, Claude Code, Windsurf, Cline, Zed and OpenCode among them — alongside Claude, ChatGPT, Cursor, Microsoft Copilot, and the Elaichi Agent. The tools on offer and the access behind them are identical whichever client asks. Only the setup screen differs.

Is Elaichi an alternative to Zapier MCP for JustSift?

Yes. Both let Claude, ChatGPT or Cursor use JustSift. Zapier MCP fits a team that already automates in Zapier, since each person signs in and acts as themselves in that account. Elaichi fits when IT wants one address for the whole company, per-tool rules by role, and a record of every JustSift call.

How is Elaichi different from Composio for JustSift?

Composio gives AI agents tools and sign-in handling across 1,000+ apps, for developers building agents or people using an assistant, billed per tool call. Elaichi gives a company's own people governed access to JustSift: one address, restrictions per role or user, and $15 per user per month. Both have role permissions and a log of every call.

Put JustSift in front of your team

14 days of Black, no credit card. Connect it once and pick what each team can call.

When the trial ends, nothing is deleted. You move to the free Personal plan, and connections, roles and the audit log stay where they are.

Add one link to your AI app

The same link for everyone on your team.

https://api.elaichi.ai/mcp
  • ChatGPT
  • Claude
  • Cursor
  • Microsoft Copilot