ResearchPilot

io.github.cnucho由 GitHub 帳號 cnucho 發布v0.2.0更新於 Oct 25, 2026

藉助專家執行回執,規劃並驗證注重證據的研究工作流程。

AI 翻譯由 AI 模型根據下方的原文描述翻譯,可能有誤。

原文描述

Plan and verify evidence-aware research workflows with specialist execution receipts.

發布方自己的服務:QuickBooks Connector by Meridian

已驗證Streamable HTTP可網頁執行

概覽

ResearchPilot 的託管 MCP 服務(researchpilot-academy-production.up.railway.app);無需登入;Streamable HTTP;23 個工具。

暫無 AI 概覽:以下資訊來自註冊中心條目和服務本身。

端點
researchpilot-academy-production.up.railway.app
最近檢查

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 ResearchPilot,將其新增到工作區。
  2. 為需要使用其工具的對話啟用該服務。

Web executable,透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。

交給代理程式安裝

把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式,或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南,先向你展示發布者、端點和登入方式,經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。

閱讀 https://sourceweft.com/mcp/io.github.cnucho%2Fresearchpilot/install.md,並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前,先告訴我它的發布者、端點和登入方式,等我確認。不要把 API 金鑰寫進命令或我會提交的檔案;問我金鑰應從哪裡取得。

檢視代理程式所依據的安裝指南

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。

{
  "mcpServers": {
    "researchpilot": {
      "type": "http",
      "url": "https://researchpilot-academy-production.up.railway.app/mcp"
    }
  }
}

README

該儲存庫沒有 README。

工具

23

researchpilot_open_workspace

ResearchPilot: Open Workspace

Open the interactive ResearchPilot workspace when the user wants to select a project, inspect method capability, review research context, or edit an instruction before continuing in the host AI conversation.

無需輸入參數。

researchpilot_capabilities

ResearchPilot: Capabilities

Read canonical ResearchPilot capability authority. Use this before claiming that ResearchPilot can directly execute a research method.

無需輸入參數。

researchpilot_check_method

ResearchPilot: Check Method

Check one ResearchPilot capability by canonical capability ID and distinguish discussion/planning, direct execution, certified core, registered engine, and specialist handoff.

輸入參數capabilityId必填

researchpilot_search_literature

ResearchPilot: Search Literature

Search research literature through ResearchPilot's OpenAlex/Crossref adapter. Bibliographic verification is not scientific-quality or full-text verification.

輸入參數query必填

researchpilot_search_datasets

ResearchPilot: Search Datasets

Search ResearchPilot dataset/data-paper providers with explicit provider availability states. Returned records remain source candidates, not automatic dataset-fit approval.

輸入參數query必填scope

researchpilot_research_registry

ResearchPilot: Research Registry

Search ResearchPilot's unified method/model, source-provider, official-reference, or planned-plugin registry. Planning/discovery only; registry presence never authorizes execution or collection.

輸入參數kind必填limitquery

researchpilot_build_collection_recipe

ResearchPilot: Build Collection Recipe

Build a reproducible collection plan for YouTube metadata, web text, legal references, data APIs, or a bounded text corpus. This returns a plan only and never claims collection occurred.

輸入參數goal必填queryperiodsourceType必填targetSize

researchpilot_content_analysis_template

ResearchPilot: Content Analysis Template

Create a bounded content-analysis codebook and validation skeleton with sampling/coding/context units, category contracts, pilot coding and human/AI validation requirements. Categories remain researcher proposals.

輸入參數approachcodingModeresearchQuestion必填

researchpilot_text_analysis_pilot

ResearchPilot: Text Analysis Pilot

Create a bounded text-analysis pilot package: collection recipe, codebook skeleton, corpus manifest, pilot/validation plan, AG-UI state, and specialist handoff route. Design only; no coding or validation is claimed.

輸入參數queryperiodapproachcategoriescodingModesourceTypetargetSizecorpusItemsresearchQuestion必填

researchpilot_handoff_summary

ResearchPilot: Handoff Summary

Validate the outer ResearchPilot specialist handoff identity and return a bounded context summary without source bodies. Use the original handoff package as the authority.

輸入參數handoff必填

researchpilot_handoff_context

ResearchPilot: Handoff Context

Read the immutable ResearchContext snapshot carried by a ResearchPilot handoff, including an evidence catalog without source bodies. This does not mutate Studio state or authorize execution.

輸入參數handoff必填

researchpilot_read_handoff_evidence

ResearchPilot: Read Handoff Evidence

Read one exact evidence page from a ResearchPilot handoff after verifying the outer source digest against the immutable ResearchContext snapshot.

輸入參數offsethandoff必填sourceId必填

researchpilot_get_profile

ResearchPilot: Get Profile

Return the authenticated ResearchPilot user profile for the current OAuth connection. Use only for user identity/personalization, not as research evidence.

無需輸入參數。

researchpilot_list_projects

ResearchPilot: List Projects

List the authenticated user's active ResearchPilot projects, newest first. Use before choosing a project when the user's phrase such as 'my study' is ambiguous.

無需輸入參數。

researchpilot_get_project_context

ResearchPilot: Get Project Context

Read one authenticated user's cloud ResearchPilot project state: research question, decisions, analysis/result summaries, stale state, source identities/digests and local-artifact availability. Raw local research files are intentionally absent.

輸入參數projectId必填

researchpilot_get_user_memory

ResearchPilot: Get User Memory

Read the authenticated user's ResearchPilot working preferences and bounded routing history. These are workflow/presentation signals, never scientific authority.

無需輸入參數。

researchpilot_update_user_preferences

ResearchPilot: Update User Preferences

Update bounded ResearchPilot working/writing preferences only when the user explicitly states a stable preference. These preferences affect presentation/workflow, never scientific authority or method validity.

輸入參數disciplineanswerStyleresultFirsttargetGenrewritingVoicecitationStylepreferredOutputavoidTextbookStylepreferEvidenceBeforeAdvice

researchpilot_record_routing_feedback

ResearchPilot: Record Routing Feedback

Record explicit user feedback about a ResearchPilot capability/tool outcome. Call only when the user explicitly accepts, rejects, corrects, or reports failure/success. Do not store the user's full research question or source text.

輸入參數outcome必填feedbacktoolNameprojectIdtaskFamily必填capabilityId

researchpilot_list_work_artifacts

ResearchPilot: List Work Artifacts

List saved working artifacts for one authenticated ResearchPilot project. Use this to continue prior host-AI plans, interpretations, critiques, or drafts without treating them as researcher-approved canonical decisions.

輸入參數projectId必填

researchpilot_read_work_artifact

ResearchPilot: Read Work Artifact

Read one saved working artifact after verifying that both project and artifact belong to the authenticated ResearchPilot owner.

輸入參數projectId必填artifactId必填

researchpilot_prepare_specialist_execution

ResearchPilot: Prepare Specialist Execution

Prepare a rigorous specialist execution request bound to the authenticated project, exact ResearchContext digest, capability authority, and input artifact digests. This does not execute the analysis or transfer local raw files.

輸入參數rigorprojectId必填capabilityId必填requestedWork必填requiredOutputs

researchpilot_validate_specialist_receipt

ResearchPilot: Validate Specialist Receipt

Validate a specialist execution receipt against its ResearchPilot request and authenticated project/context identity. This verifies identity, input digests, sample accounting, diagnostics and validation-state structure; it does not independently validate scientific correctness.

輸入參數receipt必填request必填

researchpilot_save_work_artifact

ResearchPilot: Save Work Artifact

Save a substantive project-specific plan, interpretation, critique, draft, or specialist result as a non-canonical WORKING artifact. Use for durable ResearchPilot continuity; this never accepts a research decision or authorizes execution.

輸入參數kind必填text必填title必填projectId必填sourceRefscontextDigest必填

版本歷史

1
  1. v0.2.0最新Oct 23, 2026

評分

已滿足適用檢查項的 75%

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。

  • 近 30 天內可連通必需25 分
  • 已宣告認證方式必需10 分
  • 已列出工具必需15 分
  • 描述必需15 分
  • 圖示10 分
  • 文件15 分

    請宣告包含 README 的 GitHub 儲存庫,或在 OAuth 受保護資源後設資料中提供 resource_documentation。

  • 授權條款10 分

    請在儲存庫或註冊中心條目中宣告授權條款。

其他 Pilot 整合