Humanloop MCP server

Connect Humanloop to Claude, ChatGPT, Cursor, Claude Code, Codex, Gemini, GitHub Copilot and any other MCP client, for your whole team. Metorial adds security, governance, and tracing, and gives everyone one Magic MCP URL to connect.

What you can do with the Humanloop MCP server

Ask your agent in plain language. Each of these maps to a real tool on the server.

  • Use the log prompt result tool in Humanloop
  • Use the manage tool tool in Humanloop
  • Use the manage logs tool in Humanloop
  • Use the manage evaluator tool in Humanloop
  • Use the deploy prompt tool in Humanloop
  • Use the manage directory tool in Humanloop

Supported Tools

log_prompt_result

Log Prompt Result

DEPRECATED — Humanloop shut down on September 8, 2025. This operation is unavailable; the tool is retained only for compatibility.

manage_tool

Manage Tool

DEPRECATED — Humanloop shut down on September 8, 2025. This operation is unavailable; the tool is retained only for compatibility.

manage_logs

Manage Logs

DEPRECATED — Humanloop shut down on September 8, 2025. This operation is unavailable; the tool is retained only for compatibility.

manage_evaluator

Manage Evaluator

DEPRECATED — Humanloop shut down on September 8, 2025. This operation is unavailable; the tool is retained only for compatibility.

deploy_prompt

Deploy Prompt

DEPRECATED — Humanloop shut down on September 8, 2025. This operation is unavailable; the tool is retained only for compatibility.

manage_directory

Manage Directory

DEPRECATED — Humanloop shut down on September 8, 2025. This operation is unavailable; the tool is retained only for compatibility.

manage_flow

Manage Flow

DEPRECATED — Humanloop shut down on September 8, 2025. This operation is unavailable; the tool is retained only for compatibility.

run_evaluation

Run Evaluation

DEPRECATED — Humanloop shut down on September 8, 2025. This operation is unavailable; the tool is retained only for compatibility.

call_prompt

Call Prompt

DEPRECATED — Humanloop shut down on September 8, 2025. This operation is unavailable; the tool is retained only for compatibility.

manage_prompt

Manage Prompt

DEPRECATED — Humanloop shut down on September 8, 2025. This operation is unavailable; the tool is retained only for compatibility.

manage_dataset

Manage Dataset

DEPRECATED — Humanloop shut down on September 8, 2025. This operation is unavailable; the tool is retained only for compatibility.

Connect Humanloop to your AI client

Every client uses the same Magic MCP URL, and so does any other MCP client. Add it once and sign in with SSO.

  1. Enable Humanloop in Metorial. In your Metorial portal, enable the Humanloop MCP server and sign in with the account that owns the data. Access stays governed by your team policies.
  2. Add a custom connector. Open Customize, then Connectors. Select Add, then Custom, then Web.
  3. Paste your Metorial MCP URL. Name it Metorial, paste your Magic MCP URL (<your-magic-mcp-url>) and continue.
  4. Sign in. Select Add and sign in to load Humanloop tools.

Run Humanloop through the Metorial gateway

One governed layer for every app your agents reach, not a separate connector per tool.

  • Give Humanloop and every other app to your whole team through one MCP gateway, behind your SSO.
  • Scope which teams and agents can use Humanloop tools with role-based access control, and trace every call.
  • Prefer to run it yourself? Metorial is open source and self-hostable.

More integrations teams use with Humanloop

Google Sheets

Create, read, and update spreadsheets and their cell data. Read and write values to individual cells, ranges, or multiple ranges using A1 notation or named ranges. Apply cell formatting including text styles, backgrounds, borders, number formats, and conditional formatting. Manage sheets (tabs) within a spreadsheet—add, delete, copy, rename, and reorder them. Create and manage embedded charts, pivot tables, filter views, data validation rules, protected ranges, named ranges, and merged cells. Perform batch operations to apply multiple updates atomically.

GitHub

Manage repositories, issues, and pull requests. Create and configure branches, star repositories, review code, and merge changes. Automate CI/CD workflows with GitHub Actions, manage workflow runs, secrets, and artifacts. Track issues with labels, milestones, and assignees. Search across code, repositories, issues, and users. Manage organizations, teams, and memberships. Create and manage projects, gists, packages, deployments, and environments. Access security alerts including code scanning, secret scanning, and Dependabot alerts. Read and write file contents in repositories. Manage webhooks, notifications, and codespaces.

Salesforce

Manage CRM data including Accounts, Contacts, Leads, Opportunities, Cases, and custom objects. Create, read, update, and delete records. Query data using SOQL and search across objects using SOSL. Perform bulk data operations for large-scale imports, exports, and migrations. Execute composite requests to batch multiple operations in a single API call. Access analytics, reports, and dashboards. Manage files and attachments associated with records. Interact with Chatter feeds, posts, and groups for social collaboration. Manage org metadata including custom objects, fields, layouts, and workflows. Query data using GraphQL for precise data retrieval across related objects.

Sharepoint

Manage SharePoint sites, document libraries, lists, and files. Create, read, update, and delete lists and list items with custom columns. Resolve site users to numeric Person/Group LookupId values. Upload, download, move, copy, and version files in document libraries. Search across sites, files, folders, lists, and list items using Microsoft Search. Manage permissions at site, list, and item levels with granular access control. Define and manage content types and site columns. Retrieve site properties and search for sites across Microsoft 365.

Airtable

Create, read, update, and delete records in Airtable bases and tables. Manage base schemas including creating tables and fields. Filter records using formulas, sort by fields, and scope queries to specific views. Upsert records to find, create, or update in a single call. Upload attachments to records, read and write record comments, list accessible bases, and receive real-time base change events through webhooks.

Google Drive

Upload, download, create, copy, move, rename, trash, and permanently delete files and folders in Google Drive. Search for files using complex queries filtering by name, MIME type, owner, modification date, labels, and other metadata. Share files and folders with specific users, groups, or domains with role-based permissions (owner, writer, commenter, reader). Manage shared drives and their members. Export Google Workspace files (Docs, Sheets, Slides) to standard formats like PDF, DOCX, and XLSX. Track file revision history and restore earlier versions. Create, read, update, and delete threaded comments and replies on files. Read label definitions and search files by label. Browse the Drive apps installed for your account. Store app-specific data in a hidden per-user folder.

Technical notes for Humanloop

Retired: Humanloop shut down on September 8, 2025. The platform and API are no longer available. Existing tools are retained for compatibility and return a clear service-unavailable error. Work with data exported before the shutdown using your chosen replacement platform.

Frequently asked questions

Common questions about connecting Humanloop to AI agents with Metorial.

  1. How many tools does the Humanloop MCP server have?
    The Humanloop MCP server exposes 11 tools, including Log Prompt Result, Manage Tool, Manage Logs. Each one is governed and traced through Metorial.
  2. Humanloop exposes tools your agents call on demand; it does not publish event triggers yet. Everything still runs through one governed MCP URL.
  3. Any MCP client, including VS Code, Windsurf, Zed, OpenCode and Grok. Each one reaches the Humanloop MCP server through the same Metorial URL.
  4. Use role-based access control to decide which teams, users, and agents can use Humanloop and which of its tools they can call.
  5. Yes. Metorial is open source, so you can run the Humanloop MCP server yourself or use the hosted gateway.

Connect Humanloop to production AI agents

See how Metorial gives your team governed access to Humanloop, with tracing and security controls built in.