"Publishing deepseek-r1 LLM API as an MCP server and usage instructions" matching MCP servers:

• deepseek-as-subagent

  PsChina

  A

  license

  A

  quality

  C

  maintenance

  Run DeepSeek as a real sub-agent inside Claude Code / Codex CLI — not just a single LLM call. DeepSeek gets its own 7-tool agent loop (Read/Write/Edit/Bash/Glob/Grep/NotebookEdit) inside a sandboxed workspace.

  Last updated 2026-07-16

  2

  12

  MIT

• LLM Usage & Cost Tracker

  zhaoyue722

  A

  license

  A

  quality

  A

  maintenance

  A local-first, multi-provider cost meter for LLM usage, exposed as MCP tools. Captures every call into a local SQLite ledger and lets any coding agent query spend, compare providers, and get recommendations — no cloud, no account. First-class support for Chinese providers (Qwen, DeepSeek) alongside Anthropic and OpenAI.

  Last updated 2026-07-21

  7

  3

  MIT

• API as MCP

  krishnannarayanaswamy

  F

  license

  -

  quality

  D

  maintenance

  Converts REST APIs into MCP tools using Gradio, demonstrated with a local IBM Granite model via Ollama. Enables LLM clients to interact with any REST API endpoint through the MCP protocol.

  Last updated 2025-07-03

• Usage And Billing MCP Server

  BACH-AI-Tools

  A

  license

  C

  quality

  D

  maintenance

  Enables access to Usage and Billing APIs for managing accounts, products, meters, plans, and usage reporting. Supports operations like creating products/plans, reporting usage, and retrieving billing information.

  Last updated 2025-12-07

  18

  MIT

• Service Usage API MCP Server

  ag2-mcp-servers

  F

  license

  -

  quality

  D

  maintenance

  An MCP Server that enables interaction with Google's Service Usage API, allowing management and control of which Google Cloud Platform APIs and services are enabled for a project.

  Last updated 2025-07-16

• DeepSeek MCP Server

  moyu6027

  A

  license

  B

  quality

  D

  maintenance

  A server that enhances Claude's reasoning capabilities by integrating DeepSeek R1's advanced reasoning engine to tackle complex reasoning tasks.

  Last updated 2025-02-20

  1

  1

  MIT

• mcp-server-deepseek

  tizee

  A

  license

  C

  quality

  D

  maintenance

  A Model Context Protocol (MCP) server that provides access to DeepSeek-R1's reasoning capabilities, allowing non-reasoning models to generate better responses with enhanced thinking.

  Last updated 2025-06-20

  1

  2

  MIT

• DeepSeek MCP Server

  deepzhun

  A

  license

  -

  quality

  C

  maintenance

  Connects MCP clients to DeepSeek API, including DeepSeek-R1 reasoning with visible chain-of-thought. Provides four tools: generate, chat, reason, and list models.

  Last updated 2026-07-14

  1

  MIT

• deepseek-mcp

  arizen-dev

  A

  license

  A

  quality

  C

  maintenance

  Enables using DeepSeek models as a small, cheap supervised worker from any MCP-compatible client, providing fast flash and deep reasoning tools for bounded tasks.

  Last updated 2026-05-04

  2

  53

  MIT

• DeepSeek-Claude MCP Server

  HarshJ23

  A

  license

  B

  quality

  D

  maintenance

  Enhances Claude's reasoning capabilities by integrating DeepSeek R1's advanced reasoning engine for intricate multi-step reasoning tasks with precision and efficiency.

  Last updated 2025-01-29

  1

  52

  MIT

• Deepseek MCP Server

  vincentf305

  A

  license

  -

  quality

  D

  maintenance

  A Model Control Protocol server implementation that allows Claude Desktop to use Deepseek models running in Docker, enabling seamless integration between Claude Desktop and Deepseek's language models.

  Last updated 2025-01-27

  4

  MIT

• LLM API Benchmark MCP Server

  Yoosu-L

  A

  license

  -

  quality

  -

  maintenance

  Enables benchmarking of Large Language Model APIs by measuring performance metrics such as generation throughput, prompt throughput, and Time To First Token (TTFT) with configurable concurrency levels and parameters.

  Last updated 2025-06-26

  1

• Claude Usage MCP Server

  mvacaporale

  F

  license

  A

  quality

  C

  maintenance

  Fetches and tracks Claude.ai usage data including session and weekly limits with automated daily logging and persistent session management. It allows users to monitor their usage history directly through Claude Code integrated tools.

  Last updated 2026-01-25

  3

• DeepSeek MCP Patch Worker

  prelearn-code

  A

  license

  B

  quality

  C

  maintenance

  Generates or reviews Git unified diffs via DeepSeek API with local path validation, enabling secure patch suggestions without scanning repositories.

  Last updated 2026-07-16

  7

  MIT

• copilot-usage-mcp

  pradeepjc

  A

  license

  -

  quality

  D

  maintenance

  Exposes GitHub Copilot premium request usage as an MCP tool, providing a breakdown by model and cost.

  Last updated 2026-03-23

  MIT

• openclaw-usage-mcp

  quittung

  A

  license

  -

  quality

  D

  maintenance

  MCP server that reads local OpenClaw session files to provide token usage and cost data without any network calls or authentication.

  Last updated 2026-02-23

  MIT

• openai-usage-mcp

  dlaporte

  A

  license

  -

  quality

  D

  maintenance

  MCP server for querying OpenAI usage and cost data, including spend summaries, daily breakdowns, month-over-month comparisons, and token usage by model.

  Last updated 2026-03-30

  MIT

• patch-usage-mcp

  h1kv

  A

  license

  -

  quality

  C

  maintenance

  Enables Claude to read your Patch API budget usage, including spend, burn rate, and account details, directly from chat.

  Last updated 2026-06-28

  MIT

• Account and Transaction MCP

  ag2-mcp-servers

  F

  license

  -

  quality

  D

  maintenance

  An MCP Server that provides a conversational interface to the UK Open Banking account information API, allowing agents to interact with bank account data through natural language commands.

  Last updated 2025-07-16

• LLM Radar

  ajentsor

  A

  license

  A

  quality

  F

  maintenance

  MCP server that provides AI assistants with real-time, current information about AI models from OpenAI, Anthropic, and Google, including pricing, capabilities, and context windows.

  Last updated 2026-05-01

  4

  MIT