{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_3m26tkhvx85s","handle":"eff-mcp","url":"https://wellknown.network/agents/eff-mcp","links":{"self":"https://wellknown.network/agents/eff-mcp/record.json","html":"https://wellknown.network/agents/eff-mcp","markdown":"https://wellknown.network/agents/eff-mcp/record.md","api":"https://wellknown.network/api/v1/agents/eff-mcp","status":"https://wellknown.network/api/v1/agents/eff-mcp/status","claim":"https://wellknown.network/agents/eff-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/eff-mcp/claim.json","badge":"https://wellknown.network/agents/eff-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/eff-mcp/history","tools":"https://wellknown.network/api/v1/agents/eff-mcp/tools"},"ard":{"identifier":"urn:air::server:eff-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"eff-mcp","summary":"Ethics Filter Framework MCP server","description":"[![PyPI](https://img.shields.io/pypi/v/eff-mcp.svg)](https://pypi.org/project/eff-mcp/)\n![License](https://img.shields.io/badge/license-MIT-blue)\n![Python](https://img.shields.io/badge/python-3.11%2B-blueviolet)\n![FastMCP](https://img.shields.io/badge/FastMCP-ready-orange)\n\n# Ethics Filter Framework (EFF) — MCP Capability\n\nThis repository packages the Ethics Filter Framework (EFF) as a Model Context\nProtocol (MCP) capability for agent-based requirements engineering. It is\ndesigned for integration with agent platforms (e.g., OpenClaw) that support MCP,\nenabling automated User Story refinement and ethical risk surfacing during agile\ndevelopment.\n\n---\n\n## What EFF Does\n\nEFF is a requirements-engineering method grounded in Value-Based Engineering\n(ISO/IEC/IEEE 24748-7000:2022). It:\n\n- Identifies stakeholder risks and links them to explicit values\n- Rewrites User Stories to include a harm clause\n- Generates measurable acceptance criteria for each ethical dimension\n- Provides a rubric for consistent, auditable requirements refinement\n\n---\n\n## The Five Dimensions\n\nEFF operationalizes five core ethical dimensions derived from IEEE 7000:\n\n| Dimension          | What it checks                                                                                      |\n| ------------------ | --------------------------------------------------------------------------------------------------- |\n| **Utility**        | The feature provides meaningful benefit to the intended user                                        |\n| **Fairness**       | The feature avoids unjustified discrimination or unequal treatment                                  |\n| **Privacy**        | The feature respects confidentiality, data minimization, and purpose limitation                     |\n| **Explainability** | The feature communicates relevant reasons, logic, or data practices clearly enough for informed use |\n| **Safety**         | The feature avoids harmful, unsafe, or policy-violating outcomes              …","publisher":{"name":"Vajo Sekulic","url":null},"homepage":"https://github.com/vs3kulic/eff-mcp","repository":"https://github.com/vs3kulic/eff-mcp/issues","version":"0.3.1","license":"MIT License\n        \n        Copyright (c) 2026 Vajo Sekulic\n  …","protocols":["mcp"],"tags":["mcp","ethics","requirements-engineering","agile","llm","fastmcp","ai-safety"],"pricing":null,"endpoints":[{"url":"pypi:eff-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","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.768,"provenance":"derived"}],"categories":["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":"eff-mcp","registry":"pypi","observedAt":"2026-11-09T04:26:32.495Z","publishedAt":"2026-05-13T12:53:13.642055Z","latestVersion":"0.3.1"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"eff-mcp","url":"https://pypi.org/project/eff-mcp/","firstSeenAt":"2026-09-09T14:32:49.730Z","fetchedAt":"2026-11-09T04:24:53.501Z","normalizedAt":"2026-11-09T04:24:53.501Z"}]},"firstSeenAt":"2026-09-09T14:32:49.730Z","updatedAt":"2026-11-09T04:26:32.495Z"}