# How to integrate Context7 MCP with DeepSeek Harness ```json { "title": "How to integrate Context7 MCP with DeepSeek Harness", "toolkit": "Context7 MCP", "toolkit_slug": "context7_mcp", "framework": "DeepSeek Harness", "framework_slug": "deepseek", "url": "https://composio.dev/toolkits/context7_mcp/framework/deepseek", "markdown_url": "https://composio.dev/toolkits/context7_mcp/framework/deepseek.md", "updated_at": "2026-08-14T10:04:46.527Z" } ``` ## Introduction DeepSeek Harness (dsh) is an open-source agent runtime from DeepSeek AI, and every part of it is a plugin, so you can swap out the model adapter, the tool registry, or the agent loop. It runs on the Cordis framework and comes with a local Web UI, a headless CLI runner, and a Python SDK. You can point it at DeepSeek V4-Pro and V4-Flash, or at Anthropic, OpenAI, and other OpenAI-compatible providers. It is MIT licensed and still in developer preview. This guide shows how to connect your Context7 account to DeepSeek Harness, and you can do it with either the Composio Connect CLI or the Composio Connect MCP. The dsh-base bundle gives shell execution as a first-class tool, so the CLI is the easiest path for personal use. It is quick to set up and needs no server config, and the MCP path works well too, since the harness comes with a built-in MCP client. ## Also integrate Context7 MCP with - [ChatGPT Work](https://composio.dev/toolkits/context7_mcp/framework/chatgpt) - [Antigravity](https://composio.dev/toolkits/context7_mcp/framework/antigravity) - [OpenAI Agents SDK](https://composio.dev/toolkits/context7_mcp/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/context7_mcp/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/context7_mcp/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/context7_mcp/framework/claude-cowork) - [Codex](https://composio.dev/toolkits/context7_mcp/framework/codex) - [Kimi Code](https://composio.dev/toolkits/context7_mcp/framework/kimi) - [Grok Build](https://composio.dev/toolkits/context7_mcp/framework/grok-build) - [Cursor](https://composio.dev/toolkits/context7_mcp/framework/cursor) - [VS Code](https://composio.dev/toolkits/context7_mcp/framework/vscode) - [OpenCode](https://composio.dev/toolkits/context7_mcp/framework/opencode) - [OpenClaw](https://composio.dev/toolkits/context7_mcp/framework/openclaw) - [Hermes](https://composio.dev/toolkits/context7_mcp/framework/hermes-agent) - [Pi](https://composio.dev/toolkits/context7_mcp/framework/pi-agent) - [CLI](https://composio.dev/toolkits/context7_mcp/framework/cli) - [Google ADK](https://composio.dev/toolkits/context7_mcp/framework/google-adk) - [LangChain](https://composio.dev/toolkits/context7_mcp/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/context7_mcp/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/context7_mcp/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/context7_mcp/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/context7_mcp/framework/crew-ai) - [Pydantic AI](https://composio.dev/toolkits/context7_mcp/framework/pydantic-ai) - [AutoGen](https://composio.dev/toolkits/context7_mcp/framework/autogen) ## TL;DR ### What is Composio Connect? Composio Connect lets anyone plug 1,000+ applications directly into their agent harness, including DeepSeek Harness, through a single hosted MCP endpoint. Each task runs as a session, a scoped runtime that ties together the user, the available toolkits, authentication, and execution state. It can: - Discover and load tools on-demand. A small set of meta tools lets the agent search for the right tool at runtime, so you never load hundreds of tool definitions into context. - Chain tools in a sandboxed remote workbench. Multi-step workflows run server-side, passing outputs between tools and working with files in the session's sandbox, so long chains finish without a lot of back-and-forth with the LLM. - Manage authentication end-to-end. Managed OAuth, per-user connected accounts, and account isolation are all handled for you, so you never wire up auth yourself. ## Connect Context7 MCP to DeepSeek Harness ### Prerequisites: Install DeepSeek Harness DeepSeek Harness needs Node.js (20 or 22) and pnpm. Build it from source. This is also what the MCP path in Option 2 requires, since the built-in MCP client resolves its dependencies from the checkout: ```bash git clone https://github.com/deepseek-ai/deepseek-harness.git cd deepseek-harness pnpm install pnpm run build pnpm dsh web ``` ## What is the Context7 MCP server, and what's possible with it? The Context7 MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Context7 account. It provides structured and secure access so your agent can perform Context7 operations on your behalf. ## Supported Tools None listed. ## Supported Triggers None listed. ## Creating MCP Server - Stand-alone vs Composio SDK The Context7 MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like DeepSeek Harness, Claude, Cursor, etc. directly to your Context7 account. It provides structured and secure access so your agent can act on your behalf using natural language commands. ## Complete Code None listed. ## Conclusion ### Way Forward With Context7 connected, DeepSeek Harness can now act on your behalf whenever you ask it to. From here, you can extend the harness further: - Connect more apps: Calendar, Slack, Notion, Linear, and hundreds of others are available through the same Composio Connect setup, and each new integration adds to what your agent can do for you. - Build workflows across tools: Once multiple apps are connected, DeepSeek Harness can chain actions together, so it can turn an email into a calendar invite, a Slack message into a Linear ticket, or a meeting note into a follow-up draft. - Use the plugin system: Wrap common Context7 flows as dsh plugins or prompt templates so recurring tasks become one-line commands, and bundle your most-used Context7 tools into a named profile you can boot on demand. If you run into trouble or want to share what you've built, join the [community](https://discord.com/invite/composio) or check out the [Docs](https://docs.composio.dev?utm_source=toolkits&utm_medium=framework_template&utm_campaign=deepseek-harness&utm_content=docs) for more configuration options. ## How to build Context7 MCP Agent with another framework - [ChatGPT Work](https://composio.dev/toolkits/context7_mcp/framework/chatgpt) - [Antigravity](https://composio.dev/toolkits/context7_mcp/framework/antigravity) - [OpenAI Agents SDK](https://composio.dev/toolkits/context7_mcp/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/context7_mcp/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/context7_mcp/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/context7_mcp/framework/claude-cowork) - [Codex](https://composio.dev/toolkits/context7_mcp/framework/codex) - [Kimi Code](https://composio.dev/toolkits/context7_mcp/framework/kimi) - [Grok Build](https://composio.dev/toolkits/context7_mcp/framework/grok-build) - [Cursor](https://composio.dev/toolkits/context7_mcp/framework/cursor) - [VS Code](https://composio.dev/toolkits/context7_mcp/framework/vscode) - [OpenCode](https://composio.dev/toolkits/context7_mcp/framework/opencode) - [OpenClaw](https://composio.dev/toolkits/context7_mcp/framework/openclaw) - [Hermes](https://composio.dev/toolkits/context7_mcp/framework/hermes-agent) - [Pi](https://composio.dev/toolkits/context7_mcp/framework/pi-agent) - [CLI](https://composio.dev/toolkits/context7_mcp/framework/cli) - [Google ADK](https://composio.dev/toolkits/context7_mcp/framework/google-adk) - [LangChain](https://composio.dev/toolkits/context7_mcp/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/context7_mcp/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/context7_mcp/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/context7_mcp/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/context7_mcp/framework/crew-ai) - [Pydantic AI](https://composio.dev/toolkits/context7_mcp/framework/pydantic-ai) - [AutoGen](https://composio.dev/toolkits/context7_mcp/framework/autogen) ## Related Toolkits - [Google Sheets](https://composio.dev/toolkits/googlesheets) - Google Sheets is a cloud-based spreadsheet tool for real-time collaboration and data analysis. It lets teams work together from anywhere, updating information instantly. - [Supabase](https://composio.dev/toolkits/supabase) - Supabase is an open-source backend platform offering scalable Postgres databases, authentication, storage, and real-time APIs. It lets developers build modern apps without managing infrastructure. - [Composio](https://composio.dev/toolkits/composio) - Composio is an integration platform that connects AI agents with hundreds of business tools. It streamlines authentication and lets you trigger actions across services—no custom code needed. - [Notion](https://composio.dev/toolkits/notion) - Notion is a collaborative workspace for notes, docs, wikis, and tasks. It streamlines team knowledge, project tracking, and workflow customization in one place. - [Airtable](https://composio.dev/toolkits/airtable) - Airtable combines the flexibility of spreadsheets with the power of a database for easy project and data management. Teams use Airtable to organize, track, and collaborate with custom views and automations. - [Codeinterpreter](https://composio.dev/toolkits/codeinterpreter) - Codeinterpreter is a Python-based coding environment with built-in data analysis and visualization. It lets you instantly run scripts, plot results, and prototype solutions inside supported platforms. - [Asana](https://composio.dev/toolkits/asana) - Asana is a collaborative work management platform for teams to organize and track projects. It streamlines teamwork, boosts productivity, and keeps everyone aligned on goals. - [Google Tasks](https://composio.dev/toolkits/googletasks) - Google Tasks is a to-do list and task management tool integrated into Gmail and Google Calendar. It helps you organize, track, and complete tasks across your Google ecosystem. - [Linear](https://composio.dev/toolkits/linear) - Linear is a modern issue tracking and project planning tool for fast-moving teams. It helps streamline workflows, organize projects, and boost productivity. - [GitHub](https://composio.dev/toolkits/github) - GitHub is a code hosting platform for version control and collaborative software development. It streamlines project management, code review, and team workflows in one place. - [Composio search](https://composio.dev/toolkits/composio_search) - Composio search is a unified web search toolkit spanning travel, e-commerce, news, financial markets, images, and more. It lets you and your apps tap into up-to-date web data from a single, easy-to-integrate service. - [Jira](https://composio.dev/toolkits/jira) - Jira is Atlassian’s platform for bug tracking, issue tracking, and agile project management. It helps teams organize work, prioritize tasks, and deliver projects efficiently. - [Clickup](https://composio.dev/toolkits/clickup) - ClickUp is an all-in-one productivity platform for managing tasks, docs, goals, and team collaboration. It streamlines project workflows so teams can work smarter and stay organized in one place. - [Monday](https://composio.dev/toolkits/monday) - Monday.com is a customizable work management platform for project planning and collaboration. It helps teams organize tasks, automate workflows, and track progress in real time. - [Perplexityai](https://composio.dev/toolkits/perplexityai) - Perplexityai delivers natural, conversational AI models for generating human-like text. Instantly get context-aware, high-quality responses for chat, search, or complex workflows. - [Browser tool](https://composio.dev/toolkits/browser_tool) - Browser tool is a virtual browser integration that lets AI agents interact with the web programmatically. It enables automated browsing, scraping, and action-taking from any AI workflow. - [1password](https://composio.dev/toolkits/_1password) - 1Password is a password manager and digital vault for storing logins, secrets, notes, and secure documents. It helps individuals and teams protect credentials, share access safely, and reduce password risk. - [Ably](https://composio.dev/toolkits/ably) - Ably is a real-time messaging platform for live chat and data sync in modern apps. It offers global scale and rock-solid reliability for seamless, instant experiences. - [Abuselpdb](https://composio.dev/toolkits/abuselpdb) - Abuselpdb is a central database for reporting and checking IPs linked to malicious online activity. Use it to quickly identify and report suspicious or abusive IP addresses. - [Addressfinder](https://composio.dev/toolkits/addressfinder) - Addressfinder is a data quality platform for verifying addresses, emails, and phone numbers. It helps you ensure accurate customer and contact data every time. ## Frequently Asked Questions ### What are the differences in Tool Router MCP and Context7 MCP? With a standalone Context7 MCP server, the agents and LLMs can only access a fixed set of Context7 tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Context7 and many other apps based on the task at hand, all through a single MCP endpoint. ### Can I use Tool Router MCP with DeepSeek Harness? Yes, you can. DeepSeek Harness fully supports MCP integration. You get structured tool calling, message history handling, and model orchestration while Tool Router takes care of discovering and serving the right Context7 tools. ### Can I manage the permissions and scopes for Context7 while using Tool Router? Yes, absolutely. You can configure which Context7 scopes and actions are allowed when connecting your account to Composio. You can also bring your own OAuth credentials or API configuration so you keep full control over what the agent can do. ### How safe is my data with Composio Tool Router? All sensitive data such as tokens, keys, and configuration is fully encrypted at rest and in transit. Composio is SOC 2 Type 2 compliant and follows strict security practices so your Context7 data and credentials are handled as safely as possible. --- [See all toolkits](https://composio.dev/toolkits) · [Composio docs](https://docs.composio.dev/llms.txt)