Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Monetized graph answers via named Cypher queries — Tollbooth DPYC operator
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
웹, 데스크톱, 모바일의 Claude에서 쓸 수 있어요:
https://cypher-mcp.fastmcp.app/mcp터미널에서 이 명령어를 실행하세요
claude mcp add --transport http cypher https://cypher-mcp.fastmcp.app/mcp프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"cypher": {
"url": "https://cypher-mcp.fastmcp.app/mcp"
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"cypher": {
"type": "http",
"url": "https://cypher-mcp.fastmcp.app/mcp"
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요:
https://cypher-mcp.fastmcp.app/mcp메뉴 이름은 요금제나 시기에 따라 조금 다를 수 있어요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
서버가 도구 목록을 보여 주기 전에 로그인을 요구해요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 7일 점검
레지스트리 이름이 GitHub 계정 lonniev 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
786ms 만에 응답(HTTP 401)
OAuth 로그인을 지원한다고 밝혀서, AI 앱이 로그인 화면으로 안내해 줘요
아직 점검하지 않았어요. 엔드포인트를 점검할 때 도구 목록을 읽어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 3개 중 3개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.
제작자의 클라우드에서 실행돼요. 설치 없이 인터넷으로 연결하지만, 보내는 내용은 제작자의 서버를 거쳐요.
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(0.9.0)은 17일 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. URL로 연결되기 때문에, 원격 MCP 서버를 지원하는 앱(예: 개발자 모드의 ChatGPT)에서도 쓸 수 있어요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, Hetzner
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
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.
MCP server for the Hetzner Cloud API — servers, networks, volumes, firewalls, and more.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
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
앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요