io.github.chrischall由 GitHub 帳號 chrischall 發布v1.2.0更新於 Nov 5, 2026
Unofficial Thumbtack MCP — search local service pros, read profiles, ratings and reviews
非官方、唯讀的 MCP 伺服器，讓助理依工種與美國郵遞區號在 Thumbtack 搜尋在地服務業者，並讀取其檔案、評分與評論。
Desktop only，透過 STDIO。 STDIO 服務會啟動本機處理程序，因此需要 SourceWeft 桌面主機。
參照 儲存庫 中的啟動說明。
Unofficial Thumbtack MCP server — search local service pros, and read their profiles, ratings, reviews and credentials.
Read-only and anonymous. Thumbtack's consumer pages and its GraphQL endpoint answer without a login, so this server needs no account, no API key and no browser extension. It also cannot write: Thumbtack's write paths sit behind a reCAPTCHA-gated login that no server-side client can pass.
Thumbtack has no public consumer API. This server reads its server-rendered pages and anonymous GraphQL endpoint, and may break or violate their ToS. Developed and maintained by AI (Claude). Use at your own discretion.
No configuration — there are no environment variables.
Every read tool takes view: "compact" | "full", and compact is the
default. On thumbtack_search_pros that is a hand-written field projection;
on thumbtack_get_pro, thumbtack_get_pro_reviews and thumbtack_graphql it
strips image URLs, which needs no knowledge of the payload's shape. Pass
view: "full" for the untouched upstream records — they are large and mostly
tracking metadata, which is why the slim shape is what you get without asking.
thumbtack_resolve_service and thumbtack_healthcheck take no view: both
already answer with a handful of scalar fields, and a rung that cannot change
anything is worse than no parameter.
skills/thumbtack/ is a self-contained skill covering the same surface with
plain curl + jq — no server process. Use it for one-shot lookups and
scripts.
Three verified surfaces, all pinned in docs/THUMBTACK-API.md:
__NEXT_DATA__.window.__APOLLO_STATE__ (a bare JS assignment, so it
needs balanced-brace extraction) plus schema.org JSON-LD.app.thumbtack.com/graphql) — accepts ad-hoc anonymous
queries; introspection is disabled.Two things that bite anyone reading these pages:
@type is the trade-specific subtype, not LocalBusiness — a
plumber's node is "@type":"Plumber". Match by shape, not by type name.errors[] body. Status alone is never
sufficient.developers.thumbtack.com) — real and
documented, but gated behind partner credentials ("Request Access"). It is a
seller surface, not a consumer one.Coverage is enforced at 100%.
MIT
來源：README.md，提交 6406998
Search pros
Search Thumbtack for local service pros by trade and US ZIP code. Returns up to 10 ranked pros with rating, review count, lifetime hires, mean response time and profile URL. Anonymous — no account needed.
zip必填viewlimitservice必填Resolve service slug
Resolve a loose service name to the canonical Thumbtack slug by asking Thumbtack (it canonicalises via redirect, e.g. "plumbing" -> "plumbers"). Use before assuming a slug is right.
zipservice必填Get pro profile
Read a Thumbtack pro's profile: name, description, location, aggregate rating, plus credentials (background check, licences) and the section inventory. Takes a profile URL from thumbtack_search_pros.
url必填viewGet pro reviews
Read the reviews embedded on a Thumbtack pro's profile page (star rating, author, date, text). Takes a profile URL from thumbtack_search_pros.
url必填viewlimitRaw GraphQL query
Escape hatch: issue an arbitrary read-only query against Thumbtack's anonymous GraphQL endpoint. Introspection is disabled upstream, so field names must come from a page's Apollo state. Mutations are refused.
viewquery必填variablesHealthcheck
Check that Thumbtack's anonymous surface is reachable and still has the response shape this server expects. Reports the server version, the HTML page probe and the GraphQL probe separately, each with a `kind` (ok, edge_blocked, http, transport, timeout, rate_limited, shape_changed, unknown).
無需輸入參數。
已滿足適用檢查項的 80%
該評分衡量此收錄條目的完整程度，依據註冊中心條目、端點與公開來源計算得出。它不是對伺服器本身的評價，也不表示伺服器安全或目前可用：可連通性是帶日期的檢查結果，評分也不包含安裝量或使用者評價。
請在註冊中心條目中宣告憑證請求標頭，或保持端點能夠回應探測，以便判定其認證方式。
請在儲存庫或註冊中心條目中宣告授權條款。
// .mcp.json{ "mcpServers": { "thumbtack": { "command": "npx", "args": ["-y", "@chrischall/thumbtack-mcp"] } } }npm installnpm run buildnpm test # unit + server-boot smoke testsnpm run test:coverage