# Guide Registry MCP server

Agent View of the PolicyLayer registry record for Guide Registry: identity, probed posture, risk grade, and all 10 tools classified. HTML page: https://policylayer.com/tools/com-aiengineerprofessional-guide-registry

## Facts

- Server id: `https://aiengineerprofessional.com/mcp`
- Homepage: https://github.com/people-analyst/bicycle-guide
- Registry record: grade C, identity unverified
- Lifecycle: active
- Auth posture: open
- CORS policy: *
- Rate-limited: no
- Tools: 10 (9 with introspected schema)
- Tool categories present: Read
- Context-window cost: 2119 tokens per request — https://policylayer.com/token-cost/com-aiengineerprofessional-guide-registry
- Tags: com aiengineerprofessional guide registry
- Record last modified: 2026-10-11T11:13:56.471Z

## Tools (10)

| Tool | Category | Risk | Record |
| --- | --- | --- | --- |
| `get_answer` | Read | Low | https://policylayer.com/tools/com-aiengineerprofessional-guide-registry/get-answer.md |
| `get_guide` | Read | Low | https://policylayer.com/tools/com-aiengineerprofessional-guide-registry/get-guide.md |
| `list_answers` | Read | Low | https://policylayer.com/tools/com-aiengineerprofessional-guide-registry/list-answers.md |
| `list_capabilities` | Read | Low | https://policylayer.com/tools/com-aiengineerprofessional-guide-registry/list-capabilities.md |
| `list_conditions` | Read | Low | https://policylayer.com/tools/com-aiengineerprofessional-guide-registry/list-conditions.md |
| `list_disagreements` | Read | Low | https://policylayer.com/tools/com-aiengineerprofessional-guide-registry/list-disagreements.md |
| `list_guides` | Read | Low | https://policylayer.com/tools/com-aiengineerprofessional-guide-registry/list-guides.md |
| `list_taxonomy` | Read | Low | https://policylayer.com/tools/com-aiengineerprofessional-guide-registry/list-taxonomy.md |
| `search_answers` | Read | Low | https://policylayer.com/tools/com-aiengineerprofessional-guide-registry/search-answers.md |
| `search_guides` | Read | Low | https://policylayer.com/tools/com-aiengineerprofessional-guide-registry/search-guides.md |

## Tool descriptions

- `get_answer` — Get one Answer — question, grounded answer, visible citations — by id or slug, in the Answer contract v0 shape (ANSWERS-PROGRAM.md). Read-only. Returns null if not found.
- `get_guide` — Get one guide's registry row by slug, with its artifact + routing-surface status.
- `list_answers` — List Answers (contract v0), paginated with an opaque cursor. Read-only.
- `list_capabilities` — Traverse the capability spine joining books, guides (capability packages), KSAO-grade elements and jobs. Use min_guides=2 for the cross-cutting capabilities that span many guides, role=<role> for what a job requires, capability_detail=<s…
- `list_conditions` — List organizational conditions (identity, label, guide count, causal-role counts). Filter by draft domain, subdomain, or causal_role (driver|mediator|outcome). Names and counts only — no addresses, no passages.
- `list_disagreements` — Where does the field disagree? Returns cross-book tension names and the books on each pole (title, author, library_id) plus the guide URL. Filter by slug, persona, or category. Names and provenance only — no passages.
- `list_guides` — List the bicycle.guide registry — every guide's home, status, access, standard, syndication and grounding, plus the distribution roll-up (including guides homed to a property with no rendering surface).
- `list_taxonomy` — Get the bicycle.guide vocabulary — domains, shelves (with live guide counts), series, personas, guide_types, and the classification conventions (pillar/spoke, discriminant home, bicycle-guide-serves-all) as machine-readable data rather t…
- `search_answers` — Search Answers by free-text query over question/answer text. Returns contract v0 records. Read-only.
- `search_guides` — Search published guides by topic. Returns matches, or a structured refusal with the nearest owned guides and the missing topic. No model call. Filter by persona or category.

## For agents

This record is a snapshot. Live verdicts and the full registry:

- Check every server in your MCP config at once: `npx -y policylayer stack`
- Vet a server before you add it: install the mcp-precheck skill — `npx skills add https://policylayer.com` (skill text: https://policylayer.com/skill.md)
- Query the registry over MCP: endpoint `https://api.policylayer.com/mcp` — tools `check_mcp_server`, `check_mcp_stack`, `check_tool`, `search_registry`, `get_change_events`

---

Source: the PolicyLayer MCP registry — one continuously verified record per MCP server. Full record: https://policylayer.com/registry?q=com-aiengineerprofessional-guide-registry · API: https://policylayer.com/registry/api · Recommended policies for every tool: https://policylayer.com/policies/com-aiengineerprofessional-guide-registry