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CWI MCP Server

by CumulativeWebIncversion 0.3.0i★ –i–
Registry namecom.cumulativeweb/cwi-mcp-server

Install

Overview

Description from the maker (original English)

Read-only MCP server: CWI Gear Ledger reads, deterministic trust scoring, NEEDLE DROP verification.

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

  • Connection: –
  • Transport:
  • Category: Accounting, finance & tax

Install

Pick the AI app you use, then copy the settings.

Before you install

  • Basic checks: 1 of 1 passed
  • Runs on your computer with your user’s permissions (files, network, apps).
  • The registry lists no key to fill in.

The maker has not listed install details in the registry. See the maker’s README below.

What it can do

Runs on your computer; the tool list appears in your AI app after you install it.

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026

  • ✓ Pass

    Maker matches the repo

    The registry name was verified against the domain cumulativeweb.com (the registry checks domain ownership)

  • … Not checked yet

    Still maintained

    We have not read this repo from GitHub yet

  • … Not checked yet

    Has a licence

    We have not read this repo from GitHub yet

  • – Not applicable

    Endpoint responds

    This one runs on your computer; there is no internet endpoint

  • – Not applicable

    Sign-in with OAuth

    Runs on your computer and uses local settings instead

  • … Not checked yet

    No hidden instructions in tool descriptions

    Runs on your computer; we can only read tool lists from internet endpoints

Compared with others in Accounting, finance & taxi

  • More stars than 0% of the other 1730 servers in this category
  • Published to the registry more recently than 54% of the other 1730 servers in this category
  • Basic checks equal to or better than 100% of the other 1730 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is CWI MCP Server safe?

It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.

What keys or codes does it need?

The registry does not list a required key, though some servers ask you to sign in on first use.

Does it run on my computer or in the cloud?

It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).

Is it still maintained?

The GitHub repo last changed –, and the latest version (0.3.0) reached the registry 33 days ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code.

What can I use instead?

In the same category: Finance Toolkit, SolidInvoice, Korea Tax Calculator

Alternatives

Servers in the same category from other makers, sorted by stars.

Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi

Finance Toolkit

by JerBouma

500+ transparent financial methods calculated from raw statements, not third-party endpoints.

Computer or cloud★ 5,496MITUpdated today
Install

SolidInvoice

by SolidInvoice

Create and send invoices and quotes, manage clients, and track payments in SolidInvoice.

Runs in the cloud★ 981MITUpdated 8 days ago
Install

Korean tax calculation and tax-audit judgment MCP: 96 tools with statutory citations.

Runs on your computer★ 97MITUpdated yesterday
Install

README from the maker

Open the README

Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.

cwi-mcp-server

CWI's read-only MCP (Model Context Protocol) server. Seven tools, zero dependencies, stdio transport — connect it to any MCP client (Claude Desktop, Claude Code, Cursor, or another agent) and read CWI's trust infrastructure from your own runtime.

What you get:

  • Gear Ledger reads (5 tools) — the live, public provenance log of the CWI agent company: version, full state, agents + presence, task summaries, single-task detail.
  • `trust_verdict` — score agent trust with the CWI Verdict Engine v1.0.0 (deterministic, evidence-bound; it returns insufficient-data instead of inventing a score).
  • `needledrop_verify` — verify the hash-chain integrity of any NEEDLE DROP placement ledger (cwi-needledrop/v1).

Read-only means read-only. No write tools, no signing, no presence heartbeats, no task creation, no state mutation. The server holds no secrets: no tokens, passwords, or keys in code, config, or logs.

Don't trust us — see VERIFY.md for how to check every claim yourself, cold, in under five minutes.

Install (copy-paste)

Requirements: Node ≥ 18 and python3 on your PATH. Nothing to install — there are zero dependencies.

git clone https://github.com/CumulativeWebInc/cwi-mcp-server.git

cd cwi-mcp-server node test.js # expect: 28/28 tests passed node test-http.js # expect: 13/13 HTTP tests passed

That's it. server.js is the server.

New here? Start with the 10-step equip guide (every step tested): https://cumulativewebinc.github.io/cwi-learn/EQUIP-GUIDE.md

One-click install

  • [Install in Cursor](https://cursor.com/install-mcp?name=cwi&config=eyJjb21tYW5kIjoibm9kZSIsImFyZ3MiOlsiL2Fic29sdXRlL3BhdGgvdG8vY3dpLW1jcC1zZXJ2ZXIvc2VydmVyLmpzIl19) — opens Cursor with the cwi MCP config pre-filled (stdio: node /absolute/path/to/cwi-mcp-server/server.js). Replace the path with your real checkout path.
  • [Install in VS Code](https://insiders.vscode.dev/redirect/mcp/install?name=cwi&config=%7B%22type%22%3A%22stdio%22%2C%22command%22%3A%22node%22%2C%22args%22%3A%5B%22%2Fabsolute%2Fpath%2Fto%2Fcwi-mcp-server%2Fserver.js%22%5D%2C%22name%22%3A%22cwi%22%7D) — redirects to vscode:mcp/install with the same config pre-filled.

Connect your MCP client

Claude Desktop (claude_desktop_config.json):

{

"mcpServers": { "cwi": { "command": "node", "args": ["/absolute/path/to/cwi-mcp-server/server.js"] } } }

Claude Code / any stdio MCP client: same shape — command node, one argument: the absolute path to server.js. Transport is stdio: one JSON-RPC object per line on stdin, responses on stdout.

HTTP bridge (for Meta Muse custom connectors and other HTTP MCP clients)

server-http.js is a zero-dependency streamable-HTTP front-end for the exact same 7 tools — same code path, no duplication (server.js's handleMessage() answers every request). It speaks the transport Meta's Muse uses for custom connectors: POST /mcp with JSON-RPC 2.0, stateless (no session id required), 202 on notifications, 405 on GET /mcp.

node test-http.js   # expect: 13/13 HTTP tests passed

PORT=3000 BIND=0.0.0.0 node server-http.js

-> cwi-mcp-server-http v0.3.0 listening on 0.0.0.0:3000 (POST /mcp)

Host it on any always-on machine with a public HTTPS URL (Railway, Render, Fly.io, a VPS, …) and tell Muse in chat to connect that /mcp URL as a custom connector. Read-only holds over the wire too: 1 MB body cap, 60 req/min/IP rate limit, no batches. GET / serves a human info page, GET /health a JSON health check.

Hosting (Docker-ready)

Dockerfile (Node 20 + python3) and render.yaml (Render Blueprint) ship with the repo — the bridge is deployment-ready on any container host.

  • Render (free, no card): in Render, New → Blueprint → connect this repo. The blueprint deploys the Docker service with /health checks. Free tier sleeps after 15 min idle (~1 min cold wake) — fine for on-demand MCP calls.
  • Any Docker host (VPS, Zeabur, Cloud Run, …): docker build -t cwi-mcp . then run with -p 7860:7860; the MCP endpoint is https:// /mcp.
  • Hugging Face Spaces: not available on the free tier (verified 2026-09-20 — the API returns 402 Payment Required: Gradio and Docker Spaces now require a PRO subscription; only static Spaces stay free).

The 7 tools

#ToolArgumentsReturns
1ledger_state_versionnone{version, updated_at, sha, tasks, agents}
2ledger_state_getfields (optional string[])Full ledger state, or selected top-level keys
3ledger_agentsnoneEvery registered agent + latest presence heartbeat
4ledger_tasksstate (optional enum)Task summaries; filter by lifecycle state
5ledger_task_gettask_id (required)Full task detail incl. state history and artifacts
6trust_verdictinput (required object)Trust score or honest insufficient-data
7needledrop_verifyfile (optional path){file, ok, messages} chain-integrity verdict
Example — read the ledger version
// tools/call {"name": "ledger_state_version", "arguments": {}}

{ "version": 1541, "updated_at": "2026-09-17T11:23:35Z", "sha": "3b2b46c8b8e14e0a3351e8896c6bd75e53391cde", "tasks": 38, "agents": 11 }

Example — score trust (or get an honest refusal)
// tools/call {"name": "trust_verdict", "arguments": {"input": {

"engine_version": "1.0.0", "subject": {"agent_id": "some_agent"}, "context": "agent-trust", "observed_at": "2026-09-17T12:00:00Z", "signals": {"erc8004": [], "needle_drop": [], "first_spin": []} }}} { "status": "insufficient-data", "score": null, "missing": ["at least 3 verified signals across 2 families"], "input_sha256": "9f2c…" }

Empty evidence → insufficient-data, never a made-up number. That's the engine's whole point. Feed it real, citable evidence and you get a real score; the output carries input_sha256 so anyone can reproduce it byte-for-byte.

Example — verify a NEEDLE DROP ledger
// tools/call {"name": "needledrop_verify", "arguments": {}}

{ "file": "vendor/needledrop/example-ledger.json", "ok": true, "messages": ["chain intact"] }

Point file at any absolute path to a cwi-needledrop/v1 ledger to verify that one instead. Tampered entries fail — try it: copy the example ledger, edit one byte, watch ok flip to false with the entry named.

How the ledger reads work on your machine

On CWI's infrastructure the tools read through the canonical ledger CLI. On yours, they read the same bytes from CWI's public gear-ledger repo — no auth, no setup. (trust_verdict and needledrop_verify are fully local and never touch the network at all.)

Files

  • server.js — the server (7 tools, stdio, zero deps)
  • server-http.js — streamable-HTTP bridge (stateless POST /mcp, zero deps)
  • test.js — full protocol + tool harness (node test.js → 28/28)
  • test-http.js — HTTP bridge harness (node test-http.js → 13/13)
  • VERIFY.md — the zero-trust verification guide: check everything yourself
  • EQUIPS.md — public, receipt-only log of external equips
  • agent-card.json — machine-readable card for agent discovery
  • vendor/cwi-verdict-engine-v1.0.0/ — the vendored verdict engine (byte-identical copy; see vendor/cwi-verdict-engine-v1.0.0/SOURCE.md)
  • vendor/needledrop/ — ledger.py + schema + a 2-entry example ledger (entries sealed by the real ledger.py, clearly labeled as examples)
  • examples/ — real verdict output from a 2026-09-17 run

Result, measurement, kill rule

  • Result this must produce: an external agent calls a tool with their identity attached. Receipts go in EQUIPS.md.
  • Measured by: real tool calls with checkable receipts.
  • Kill rule: 0 external calls by 2026-10-01 → the MCP server is retired as an adoption surface (kept for internal use) and the lesson is logged.

License

MIT — see LICENSE.

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