Deepseek MCP server

Connect Deepseek 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 Deepseek MCP server

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

  • Use the chat completion tool in Deepseek
  • Use the fim completion tool in Deepseek
  • Use the get balance tool in Deepseek
  • Use the list models tool in Deepseek
  • Use the chat prefix completion tool in Deepseek

Supported Tools

chat_completion

Chat Completion

Generate a conversational response using DeepSeek V4 models. Supports non-thinking chat, thinking-mode reasoning, JSON output, and function/tool calling.

fim_completion

FIM Completion

Fill In the Middle (FIM) completion for code and content. Provide a prefix and optional suffix, and DeepSeek generates the content that belongs in between.

get_balance

Get Balance

Retrieve the current DeepSeek account balance and availability status. Returns balance details broken down by currency, including granted and topped-up amounts.

list_models

List Models

List all currently available DeepSeek models with their metadata. Returns model identifiers that can be used in chat and FIM completion requests.

chat_prefix_completion

Chat Prefix Completion

Continue from a supplied assistant prefix using DeepSeek beta chat prefix completion. Useful for forcing an answer to start with a code fence, template, or partial response.

Connect Deepseek 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 Deepseek in Metorial. In your Metorial portal, enable the Deepseek 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 Deepseek tools.

Run Deepseek through the Metorial gateway

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

  • Give Deepseek and every other app to your whole team through one MCP gateway, behind your SSO.
  • Scope which teams and agents can use Deepseek 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 Deepseek

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 Deepseek

Generate non-streaming chat completions, thinking-mode reasoning responses, and code completions using DeepSeek V4 models. Supports structured JSON output, function calling with up to 128 tool definitions, beta strict tool-call mode, beta FIM completion, and beta chat prefix completion. List available models and check account balance. Compatible with the OpenAI-format DeepSeek API.

Frequently asked questions

Common questions about connecting Deepseek to AI agents with Metorial.

  1. How many tools does the Deepseek MCP server have?
    The Deepseek MCP server exposes 5 tools, including Chat Completion, FIM Completion, Get Balance. Each one is governed and traced through Metorial.
  2. Deepseek 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 Deepseek MCP server through the same Metorial URL.
  4. Use role-based access control to decide which teams, users, and agents can use Deepseek and which of its tools they can call.
  5. Yes. Metorial is open source, so you can run the Deepseek MCP server yourself or use the hosted gateway.

Connect Deepseek to production AI agents

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