AI coding assistants are only
as good as the docs they read.

Syscribe treats MCP tool descriptions, prompt templates, and agent capability definitions as first-class documentation.

MCP tools. Prompt templates.
Agent definitions.

When your team ships an MCP server, the tool descriptions are documentation. When you add a prompt template, the variables, the model target, and the expected output format are documentation. An undocumented MCP tool is a coverage gap — the same as an undocumented API endpoint.

Before Syscribe

12 tools. 4 have outdated descriptions. 2 have none. Your coding assistant guesses from the function name — or hallucinates what the tool does entirely. The gap compounds with every sprint.

After Syscribe

Every PR that changes a tool's input schema or handler triggers a draft. Descriptions are as current as the code. Your AI tools know exactly what they're working with.

Query Syscribe from inside your editor.

Every Syscribe customer gets access to the Syscribe MCP server. Connect it to Claude Code, Cursor, or any MCP-compatible coding assistant. From inside your editor: check documentation coverage, retrieve pending drafts, search docs semantically, or surface what's undocumented before you ship.

Available to every customer. No extra charge.

$ syscribe get_coverage_report syscribe/api
23 endpoints documented
2 MCP tools missing descriptions
1 prompt template undocumented
$ syscribe get_draft pr_number=412
NOTION: ready · MINTLIFY: ready
$ syscribe search_docs "rate limiting"
API reference §4.2: Rate limiting config
Internal runbook §7: Incident response
$ syscribe list_undocumented syscribe/api
/events/stream: no user-facing docs
useRateLimitMiddleware: no API ref entry

Documentation your AI tools can reason about.

Every piece of documentation Syscribe generates carries structured frontmatter — audience, doc type, last-verified date, related endpoints, and confidence level. Your coding assistant knows what it's reading, not just that it's reading something.

---
audience: api-consumers
doc_type: API_REFERENCE
last_updated: 2026-04-26
last_verified_pr: 412
related_endpoints: [POST /events, GET /events/stream]
confidence: high
---
Coming next

Contracts: drift detection for machine-readable artifacts.

The Contracts pillar — in development — extends Syscribe to OpenAPI specs, MCP tool descriptions, and env var manifests. When your spec says user_id but your handler expects userId, Contracts catches it and proposes the fix through the same review flow.

Join the waitlist for early Contracts access

Stop writing docs after the fact.

Syscribe is in private beta. Join the waitlist and we'll reach out when your spot is ready.

No credit card required. We'll confirm by email.