{"id":26648601,"url":"https://github.com/inkeep/mcp-server-python","last_synced_at":"2025-12-30T02:01:30.045Z","repository":{"id":282181241,"uuid":"947631175","full_name":"inkeep/mcp-server-python","owner":"inkeep","description":"Inkeep MCP Server","archived":false,"fork":false,"pushed_at":"2025-03-13T07:07:09.000Z","size":32,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-13T08:20:52.737Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/inkeep.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2025-03-13T02:02:51.000Z","updated_at":"2025-03-13T07:07:12.000Z","dependencies_parsed_at":"2025-03-13T08:20:56.085Z","dependency_job_id":"148c6a4b-a494-45fc-a4e0-8bdbe1ca7f78","html_url":"https://github.com/inkeep/mcp-server-python","commit_stats":null,"previous_names":["inkeep/mcp-server-python"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/inkeep%2Fmcp-server-python","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/inkeep%2Fmcp-server-python/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/inkeep%2Fmcp-server-python/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/inkeep%2Fmcp-server-python/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/inkeep","download_url":"https://codeload.github.com/inkeep/mcp-server-python/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245372380,"owners_count":20604491,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2025-03-25T00:02:10.727Z","updated_at":"2025-12-30T02:01:30.034Z","avatar_url":"https://github.com/inkeep.png","language":"Python","funding_links":[],"categories":["Developer Tools","Ai Integration Mcp Servers","MCP 服务器精选列表","Production-Ready Servers","🤖 AI/ML","Search","官方 MCP 服务器列表","Official Servers","Knowledge \u0026 Memory","Document Processing","Table of Contents"],"sub_categories":["Documentation","🧠 知识、记忆与 RAG","How to Submit","AI Services"],"readme":"# mcp-server-python\nInkeep MCP Server powered by your docs and product content.\n\n### Dependencies\n\n- An account on [Inkeep](https://inkeep.com) to manage and provide the RAG\n- [`uv`](https://github.com/astral-sh/uv) Python project manager\n\n### Local Setup\n\n```\ngit clone https://github.com/inkeep/mcp-server-python.git\ncd mcp-server-python\nuv venv\nuv pip install -r pyproject.toml\n```\n\nNote the full path of the project, referred to as `\u003cYOUR_INKEEP_MCP_SERVER_ABSOLUTE_PATH\u003e` in a later step.\n\n## Get an API key\n\n1. Log in to the [Inkeep Dashboard](https://portal.inkeep.com)\n2. Navigate to the **Projects** section and select your project\n3. Open the **Integrations** tab\n4. Click **Create Integration** and choose **API** from the options\n5. Enter a Name for your new API integration.\n6. Click on **Create**\n7. A generated **API key** will appear that you can use to authenticate API requests.\n\nWe'll refer to this API key as the `\u003cYOUR_INKEEP_API_KEY\u003e` in later steps.\n\n### Add to your MCP client\n\nFollow the steps in [this](https://modelcontextprotocol.io/quickstart/user) guide to setup Claude Dekstop.\n\nIn your `claude_desktop_config.json` file, add the following entry to `mcpServers`.\n\n```json claude_desktop_config.json\n{\n    \"mcpServers\": {\n        \"inkeep-mcp-server\": {\n            \"command\": \"uv\",\n            \"args\": [\n                \"--directory\",\n                \"\u003cYOUR_INKEEP_MCP_SERVER_ABSOLUTE_PATH\u003e\",\n                \"run\",\n                \"-m\",\n                \"inkeep_mcp_server\"\n            ],\n            \"env\": {\n                \"INKEEP_API_BASE_URL\": \"https://api.inkeep.com/v1\",\n                \"INKEEP_API_KEY\": \"\u003cYOUR_INKEEP_API_KEY\u003e\",\n                \"INKEEP_API_MODEL\": \"inkeep-rag\",\n                \"INKEEP_MCP_TOOL_NAME\": \"search-product-content\",\n                \"INKEEP_MCP_TOOL_DESCRIPTION\": \"Retrieves product documentation about Inkeep. The query should be framed as a conversational question about Inkeep.\"\n            }\n        },\n    }\n}\n```\n\nYou may need to put the full path to the `uv` executable in the command field. You can get this by running `which uv` on MacOS/Linux or `where uv` on Windows.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Finkeep%2Fmcp-server-python","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Finkeep%2Fmcp-server-python","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Finkeep%2Fmcp-server-python/lists"}