Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者による説明(英語の原文)
Monetized graph answers via named Cypher queries — Tollbooth DPYC operator
この3つを1つのスコアにまとめることはしません。意見、測定、人気はそれぞれ別のものだからです。
このサーバーのやさしい解説はまだ書いていません。以下はレジストリから読み取った事実です。
使っているAIアプリを選んで、設定をコピーしてください。
必要なもの
どのアプリを使っていますか?
上でアプリを選んでください。選んだアプリを覚えておくので、次からはボタンに「…にインストール」と表示されます。
ウェブ、デスクトップ、モバイルのClaudeで使えます:
https://cypher-mcp.fastmcp.app/mcpターミナルでこれを実行します
claude mcp add --transport http cypher https://cypher-mcp.fastmcp.app/mcpプロジェクトの .cursor/mcp.json、または ~/.cursor/mcp.json に貼り付けます
{
"mcpServers": {
"cypher": {
"url": "https://cypher-mcp.fastmcp.app/mcp"
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
プロジェクトの .vscode/mcp.json に貼り付けます
{
"servers": {
"cypher": {
"type": "http",
"url": "https://cypher-mcp.fastmcp.app/mcp"
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
ChatGPTがつなげるのは、インターネット上のサーバーだけです:
https://cypher-mcp.fastmcp.app/mcpメニューの名前は、プランや時期によって少し違うことがあります。
選んだアプリは、この端末のCookieに保存されます。アカウントは不要です。
この設定は、作者のレジストリ登録情報から作成しています。READMEと違う場合は、READMEに従ってください。
このサーバーは、ツール一覧を表示する前にサインインを求めます。
誰でも見られる情報をチェックしており、コードは読んでいません。当てはまらない項目は数に入れていません。 · 2026年11月7日にチェック
レジストリ名は、リポジトリを所有するGitHubアカウント lonniev で確認済みです
このリポジトリはまだGitHubから読み取っていません
このリポジトリはまだGitHubから読み取っていません
786ミリ秒で応答(HTTP 401)
OAuthでのサインインに対応しているため、AIアプリがログイン画面へ案内してくれます
まだチェックしていません。エンドポイントをチェックするときにツール一覧を読み取ります
レジストリでこのカテゴリにある有効なすべてのサーバーと比較しています。スターは、公開者がリポジトリの所有者である場合だけ数えます。
当てはまる基本チェック3項目のうち3項目に合格しました。コードは読んでいません。キーやトークンを追加する前に、サーバーがどんなアクセスを求めているかを確認し、必要な権限だけを持つキーを使ってください。
レジストリには必須のキーは載っていません。ただし、最初に使うときにサインインを求めるサーバーもあります。
作者のクラウドで動きます。インストール不要でインターネット経由でつながりますが、送った内容は作者のサーバーを通ります。
GitHubリポジトリの最終更新は–、最新バージョン(0.9.0)がレジストリに届いたのは17 日前です。
Claude Desktop、Claude Code、Cursor、VS CodeなどのMCP対応アプリで使えます。URLでつながるので、リモートMCPサーバーに対応したアプリ(開発者モードのChatGPTなど)でも使えます。
同じカテゴリには:Spec Driven Development, Remote Desktop Commander, arr-mcp
同じカテゴリで、ほかの作者が作ったサーバー。スターの多い順。
カードの見方:★ GitHubスターi3つの柱:レビュー · チェック · 利用状況i更新=最新バージョンをレジストリに公開した日i
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
One server, 40 tools, the whole media stack: *arrs, Jellyfin, Plex, Seerr, Cleanuparr, downloaders
作者のリポジトリから書かれたとおりにコピーしたものです。PopNx MCPは内容を確認・推奨していません。HTML、画像、スクリプトは取り除いています。リンクはこのサイトの外へ移動します。
Monetized graph answers over Bitcoin Lightning. A Tollbooth-DPYC Operator that sells *priced answers* from a graph — operator-authored, parameterized, named Cypher query templates — not raw database access.
The OSS Neo4j MCP servers are a free pipe to a database the operator separately expenses (Neo4j invoice) and separately bills for (Stripe stack). cypher-mcp collapses infrastructure cost, application billing, and access control into one metered MCP surface: the operator stops selling seats and starts selling answers, settled in sats, with no Stripe stack and no Neo4j invoice passed to the customer.
Live at https://cypher-mcp.fastmcp.app/mcp.
Two planes, cleanly separated:
graph.py), opened and torn down per request (no pool). The backing store is an implementation detail invisible to patrons, so it can be swapped without changing the MCP surface.Three conceptual layers:
| Layer | Where | What |
|---|---|---|
| L1 — primitive | code (shipped once) | execute_query_by_key(key, params) + catalog CRUD |
| L2 — catalog | Neon query_catalog | key → vetted Cypher template + param schema (*what's possible*) |
| L3 — pricing | Tollbooth pricing model | *what's sold, named, priced* |
Status: live, with named tools. L1 + L2 are shipped and serving real,
billed answers — an operator adopted by an Authority, AuraDB-backed, with
refund-on-raise verified end to end. **Named tools are now live (L3 tool
synthesis):** an operator can
publish_tool(key)to project a query as a
first-class, typed tool (e.g.
cypher_which_service_handles(keyword)),
priced individually in Pricing Studio. Per-key parametric *pricing
formulas* remain a later step — see CHANGELOG.md.
Patron (priced):
cypher_execute_query_by_key(key, params) — run a published query. You supply only parameters; the operator owns the query text, and parameters bind as Cypher $params (never string-interpolated). You're charged only for a delivered answer — an unknown key, invalid parameters, or a failed query rolls back the debit (refund-on-raise).Free: cypher_public_factory_stats — aggregate counts only (no titles, paths or npubs), cached in-process, for the unauthenticated landing pages of the read-only Cypher Lab Notebook front end in frontend/.
Plus the standard DPYC surface from the wheel: cypher_check_balance, cypher_check_price, cypher_purchase_credits, Secure Courier, npub proof, Oracle delegation, account statements, constraint-based dynamic pricing, etc.
Operator-only (restricted, unpriced) — the authoring plane:
cypher_create_query / cypher_update_query / cypher_get_query / cypher_list_queries / cypher_delete_querycypher_publish_tool(key) / cypher_unpublish_tool(key) — project a query as a first-class, typed named tool (or retire it). See *Named tools* below.Raw Cypher never reaches patrons — only named, parameterized templates.
A DB-analyst refines templates in Neo4j Browser, not in a bespoke tool. cypher_get_query(key) returns the template plus an `edit_url` — a deep link into the hosted Neo4j Browser (browser.neo4j.io) that pre-targets the operator's AuraDB and loads the statement in edit mode (cmd=edit). Refine it with autocomplete, run-to-test, visualization, and PROFILE; then save it back with cypher_update_query. The template is just a string flowing over MCP — no files, no desktop, no exported bundles. The link carries the DBMS URI but never the password, and get_query is operator-only, so neither ever reaches a patron.
cypher_publish_tool(key) projects a catalog query as a first-class MCP tool named cypher_ whose flat, typed parameters come from the query's schema — e.g. cypher_which_service_handles(keyword). An agent then calls it by name with typed params instead of execute_query_by_key(key, params). Internally every named tool funnels through the same shared executor (look the stored Cypher up by key → parameter-bind → run), so there is one code path and the same refund-on-raise guarantee. A published tool registers unpriced — it appears in Pricing Studio like any new tool; set its price there (calls return "not priced yet (TBD)" until you do). cypher_unpublish_tool(key) retires the tool (the query itself stays, still runnable by key). Published tools survive restarts (re-materialized from the catalog); reconnect to observe tool-list changes.
The synthesis machinery is a generic tollbooth-dpyc primitive (register_dynamic_tool) — named Cypher queries are one realization; the same primitive can back a synthesized tool with a REST call, SQL, or a stored prompt.
cypher_request_adoption, signed with the operator's key). Adoption is the only way in: once the Authority's owner approves the request, the Authority provisions an isolated Neon tenant automatically. cypher_adoption_status reports progress.cypher_request_credential_channel, service cypher-operator):neo4j_uri, neo4j_user, neo4j_password — the graph store (e.g. a Neo4j AuraDB instance)btcpay_host, btcpay_api_key, btcpay_store_id — Lightningcypher_create_query; patrons then execute by key.pip install -e ".[dev]"
pytest -v python -m cypher_mcp.server # needs TOLLBOOTH_NOSTR_OPERATOR_NSEC
Deployed on Prefect Horizon (FastMCP runtime); see fastmcp.json. The only env var required to boot is TOLLBOOTH_NOSTR_OPERATOR_NSEC — every other secret arrives via Secure Courier.
| Repo | Role |
|---|---|
| tollbooth-dpyc | Python SDK — vault, auth, pricing, payments, Nostr identity |
| dpyc-community | Governance registry, membership, advisories, threat model |
| dpyc-oracle | Community concierge — free onboarding help and membership lookup |
| tollbooth-authority | Certification backbone — Schnorr-signed purchase order certificates |
| tollbooth-sample | Sample Operator — canonical template for new MCP services |
| tollbooth-pricing-studio | iOS app — visual pricing-model editor and operator console |
| schwab-mcp | Charles Schwab brokerage data (operational example) |
| thebrain-mcp | TheBrain personal knowledge graph (operational example) |
| excalibur-mcp | X/Twitter posting (operational example) |
| taxsort-mcp | Tax classification + Cloudflare Pages UI (operational example) |
| goodearth-mcp | Region-scoped farm climate analytics (operational example) |
| beesknees-mcp | Multiplayer race to the queen (operational example) |
| roastify-mcp | Roastify coffee catalog and packaging artwork (operational example) |
| ChartRemotely-mcp | Remote desktop charting via a patron's own agent (operational example) |
| tollbooth-web | Shared browser SDK for operator front ends |
| tollbooth-oauth2-collector | OAuth2 callback handler — shared advocate service |
| stablecoin.myshopify.com | DPYC merch and Austrian economics |
The methods, algorithms, and implementations contained in this repository may represent original work by Lonnie VanZandt, first published on June 15, 2026. This public disclosure establishes prior art under U.S. patent law (35 U.S.C. 102).
All use, reproduction, or derivative work must comply with the Apache License 2.0 included in this repository and must provide proper attribution to the original author per the NOTICE file.
If you use or build upon this work, please include the following in your documentation or source:
Based on original work by Lonnie VanZandt and Claude.ai Originally published: June 15, 2026 Source: https://github.com/lonniev/cypher-mcp Licensed under Apache License 2.0
Visit the technologist's virtual cafe for Bitcoin advocates and coffee aficionados at stablecoin.myshopify.com.
The author reserves all rights to seek patent protection for the novel methods and systems described herein. Public disclosure of this work establishes a priority date of June 15, 2026. Under the America Invents Act, the author retains a one-year grace period from the date of first public disclosure to file patent applications.
Note to potential filers: This public repository and its full Git history serve as evidence of prior art. Any patent application covering substantially similar methods filed after the publication date of this repository may be subject to invalidation under 35 U.S.C. 102(a).
The Phantom Tollbooth on the Lightning Turnpike — the full story of how we're monetizing the monetization of AI APIs, and then fading to the background.
cypher-mcp is the graph substrate for the DPYC Software Factory: its agents (Porter = Service Desk, Journeyman = Engineering) read and write an institutional-memory graph here without ever holding a raw Cypher tool. They call a fixed vocabulary of operator-authored, parameterized templates — *write* templates and *read* templates — published as typed cypher_ tools.
record_triage, note_rejection, route_rejection (anti-ping-pong: bounce a rejection back to its origin), record_scope, link_root_cause, link_pr, assert_rationale, bind_rationale_to_symbol, anchor_symbol (post-edit grep-scoping anchor), upsert_capability, assert_invariant, upsert_patent_element, register_service, and more.which_service_handles, explain_capability, what_realizes_capability, capability_patents, context_pack (the flagship grep-scoping bundle), list_capabilities, list_invariants, list_patent_elements, routing_history, recent_activity, factory_resolution_stats, and their provenance readers.assert_rationale hard-codes provenance:'llm-inferred-unverified' as a Cypher literal, so an agent key can never claim authoritative provenance.
Start unlimited, limit later. Seeding just authors + publishes the tools; they then appear in Pricing Studio unpriced. Price them and any funded patron can call — the two agents just purchase api_sats like any patron. When you want to restrict calls to the two, add — in a Pricing Studio session — a json_expression allow-list on patron.npub per tool (Constraint Engine, not a bespoke ACL): listed npub a
冒頭だけを表示しています。続きはリポジトリで読めます