OCM Claims · MCP server

Component data your AI can cite.

Every value traceable to the manufacturer's document — no hallucinated specs. A component claims MCP server that hands your agent cited component specifications: document, page, table row, content hash.

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Free to query · built for automation engineers designing control systems and machine cells

Claim record

component: KEYENCE FS-N41P
property: response_time
value: 50 µs (high-speed mode)
source.doc: FS-N40_series_IM_EN.pdf
source.page: p. 34
source.loc: table 3, row 6
source.sha256: 9f2c41ab…7d0e
attested: 2026-08-14 · supervised transcription

absence_state: none — value present and attested

Why it's different

Industrial component data for AI agents fails in a specific way: a plausible number with no provenance. OCM Claims is built so that failure is impossible to hide.

Cited, not scraped

Every value carries the source document's content hash, the page it came from, and the table row or figure it sits in. An agent can show its work; a reviewer can open the manufacturer's PDF and check it.

Honest about gaps

Four absence states tell an agent what is not known: the documents are silent, the document is not yet fully transcribed, no document exists, or the question falls outside the vocabulary. No guessing, no invented tolerances.

Demand-driven

Coverage grows from real requests rather than a crawl budget. Disputed values are corrected in public, append-only history — the old claim stays visible next to its correction.

Connect your agent

The server endpoint, for Claude, Cursor, or a custom agent:

https://mcp.cellwright.ai/mcp

claude.ai

1. Open Settings > Connectors.
2. Choose Add custom connector.
3. Paste the endpoint URL above.
4. Complete the sign-in when prompted (OAuth).

Claude Code

Run this in a terminal, then start a session:

claude mcp add ocm-claims --transport http https://mcp.cellwright.ai/mcp

Any MCP client supporting OAuth over streamable HTTP works.

Coverage today

Documents covered: 7
Components covered: ~220
Claims served: ~2,400

Manufacturers: Keyence · SMC · ifm · Beckhoff

Early corpus, growing by request — that's the design.

Request coverage

Tell us the component you need cited. Requests rank by demand; sponsored requests jump the queue and are maintained across document revisions.

We transcribe under supervision. If a document is ambiguous, the claim records the ambiguity rather than resolving it silently.

Pricing

Query

Free

Connect and query. Per-client daily limits apply.

Connect your agent