nlweb-mcp-server SKILL.md skillA
nlweb-mcp-server from orcaqubits/agentic-commerce-skills-plugins is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add orcaqubits/agentic-commerce-skills-plugins/nlweb-mcp-server@git:20260914.08f85a3Pins git:20260914.08f85a3 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- orcaqubits/agentic-commerce-skills-plugins
- Path
nlweb-protocol/skills/nlweb-mcp-server/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260914.08f85a3, committed Sep 14, 2026
- First version recorded
- May 13, 2026
- Size
- 9,285 bytes
- Repository stars
- 40
- License
- MIT
Expose NLWeb as an MCP (Model Context Protocol) server — JSON-RPC 2.0 endpoint at /mcp, the `ask` / `list_sites` / `who` tools, protocol revision negotiation, and integration with ChatGPT, Claude, Gemini, and other agent clients. Use when wiring NLWeb to an AI agent via MCP or building an MCP client that consumes an NLWeb site.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# NLWeb MCP Server ## Before writing code **Fetch live spec**: 1. Fetch https://github.com/nlweb-ai/NLWeb/blob/main/docs/nlweb-rest-api.md (covers `/mcp` route alongside `/ask`). 2. Read `AskAgent/python/webserver/mcp_wrapper.py` in the live repo for the **exact JSON-RPC method list and tool schemas** — these change between releases. 3. Fetch https://github.com/nlweb-ai/NLWeb/blob/main/docs/nlweb-chatgpt-integration.md for the ChatGPT-specific wiring. 4. Fetch https://modelcontextprotocol.io/specification/ — it redirects to the **current** revision. Read the transport rules and the changelog there; never assume a revision from memory. 5. Web-search the latest release notes for any MCP-related changes — the wrapper file's own docstring warns "Backwards compatibility is not guaranteed." ## Conceptual Architecture ### How NLWeb Implements MCP NLWeb is **already an MCP server** out of the box — same code, second binding. The `/mcp` route in `webserver/routes/mcp.py` accepts JSON-RPC 2.0 requests and re-uses the same `NLWebHandler` pipeline as `/ask`. No separate process, no extra config. ### Routes | Route | Method | Purpose | |-------|--------|---------| …
Read the whole file at its exact version.
How to install
mdr add orcaqubits/agentic-commerce-skills-plugins/nlweb-mcp-server@sha256:a72a9a40e6f1fbceThe line at the top of this page pins the label git:20260914.08f85a3, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_ug7uuwyvpbf57ll5)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between May 13, 2026 and Sep 14, 2026, about one every 125 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260914.08f85a3 latest | 2026-09-14 | 08f85a3 | 9,285 B | A | view · diff |
| git:20260513.4751044 | 2026-05-13 | 4751044 | 7,819 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (9285 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
orcaqubits/agentic-commerce-skills-plugins · 40 stars · license MIT · pushed 2026-09-14 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ug7uuwyvpbf57ll5 GET https://markdownregistry.com/api/v1/resolve?ref=orcaqubits/agentic-commerce-skills-plugins/nlweb-mcp-server GET https://markdownregistry.com/api/v1/blob/a72a9a40e6f1fbcefbab70d950e2e7deda8f42b74947e2c118ed6d7d2460a85d
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.