{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_zqyss6dvnps2","handle":"sokrates-mcp","url":"https://wellknown.network/agents/sokrates-mcp","links":{"self":"https://wellknown.network/agents/sokrates-mcp/record.json","html":"https://wellknown.network/agents/sokrates-mcp","markdown":"https://wellknown.network/agents/sokrates-mcp/record.md","api":"https://wellknown.network/api/v1/agents/sokrates-mcp","status":"https://wellknown.network/api/v1/agents/sokrates-mcp/status","claim":"https://wellknown.network/agents/sokrates-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/sokrates-mcp/claim.json","badge":"https://wellknown.network/agents/sokrates-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/sokrates-mcp/history","tools":"https://wellknown.network/api/v1/agents/sokrates-mcp/tools"},"ard":{"identifier":"urn:air::server:sokrates-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"sokrates-mcp","summary":"A templated MCP server for demonstration and quick start.","description":"# sokrates-mcp\n\n[![License: MIT](https://img.shields.io/badge/License-MIT-blue.svg)](https://opensource.org/licenses/MIT)\n[![Version: 0.4.3](https://img.shields.io/badge/version-0.4.3-green)](https://github.com/Kubementat/sokrates-mcp)\n\nA MCP server offering tools for prompt refinement and execution workflows using the FastMCP framework and the `sokrates` python library.\n\n## Features\n\n- Multiple provider/APU support\n- Available Model/Provider listing\n- Prompt refinement with different types (code/default)\n- External LLM processing\n- Task breakdown into sub-tasks\n- Create code reviews for Python source files\n- Generate random ideas\n- Generate ideas to a topic\n\nHave a look at the [sokrates library](https://github.com/Kubementat/sokrates).\n\n## Installation & Setup\n\n### Prerequisites\n\nEnsure you have:\n* Python 3.10+\n* uv (fast package installer)\n\n### Install from PyPi\n```bash\npip install sokrates-mcp\n\n# or using uv (recommended)\n## basic version: \nuv pip install sokrates-mcp\n```\n\n### Alternative - Local Configuration from git\n\n1. Clone the repository if hosted:\n```bash\ngit clone https://github.com/Kubementat/sokrates-mcp.git\ncd sokrates-mcp\n```\n\n2. Install dependencies using pyproject.toml:\n```bash\nuv sync\n```\n\n### Setup Server Configuration File\n\n#### Via git installed version\n```bash\nmkdir $HOME/.sokrates-mcp\ncp config.yml.example $HOME/.sokrates-mcp/config.yml\n# edit the according endpoints to your use case\nvim $HOME/.sokrates-mcp/config.yml\n```\n\n#### From scratch\nCreate the configuration file:\n```bash\nmkdir $HOME/.sokrates-mcp\nvim $HOME/.sokrates-mcp/config.yml\n```\n\nThen use this as template and adjust it to your use case:\n```yaml\nrefinement_prompt_filename: refine-prompt.md\nrefinement_coding_prompt_filename: refine-coding-v3.md\n\n# providers\ndefault_provider: local\nproviders:\n  - name: local\n    type: openai\n    api_endpoint: http://localhost:1234/v1\n    api_key: \"not-required\"\n    default_model: \"qwen/qwen3-4b-2507\"\n  - name: external\n    type: openai\n    api_endp…","publisher":null,"homepage":"https://github.com/Kubementat/sokrates-mcp","repository":"https://github.com/Kubementat/sokrates-mcp","version":"0.4.3","license":"MIT License  Copyright (c) 2025 Julian Weber  Permission is her…","protocols":["mcp"],"tags":["mcp","llm","tools","system-monitoring","ai","prompt","refinement","idea","generation"],"pricing":null,"endpoints":[{"url":"pypi:sokrates-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"dev.version-control","name":"Version Control","confidence":1,"provenance":"derived"},{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":1,"provenance":"derived"},{"slug":"code.generation","name":"Code Generation","confidence":1,"provenance":"declared"},{"slug":"code.review","name":"Code Review","confidence":0.836,"provenance":"derived"},{"slug":"dev.monitoring","name":"Monitoring & Observability","confidence":0.713,"provenance":"derived"}],"categories":["code","dev"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"sokrates-mcp","registry":"pypi","observedAt":"2026-10-22T20:24:44.706Z","publishedAt":"2025-09-10T22:36:03.689805Z","latestVersion":"0.4.3"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"sokrates-mcp","url":"https://pypi.org/project/sokrates-mcp/","firstSeenAt":"2026-09-10T12:22:50.981Z","fetchedAt":"2026-10-22T20:23:27.851Z","normalizedAt":"2026-10-22T20:23:27.851Z"}]},"firstSeenAt":"2026-09-10T12:22:50.981Z","updatedAt":"2026-10-22T20:24:44.706Z"}