MCP MeasureMCP Measure

インデックス観測済み

ResearchPilot

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

使うべきか

品質と安全性

B
説明の品質
98%
スキーマの完全性
69%
命名の品質
68%
ポイズニングのリスク
100%
権限の一致
100%
プロトコルへの準拠
100%

検出事項（14）

  • LOWTool 'researchpilot_search_literature' name length outside 3-30 rangeresearchpilot_search_literature 内
  • LOWTool 'researchpilot_research_registry' name length outside 3-30 rangeresearchpilot_research_registry 内
  • LOWTool 'researchpilot_build_collection_recipe' name length outside 3-30 rangeresearchpilot_build_collection_recipe 内
  • LOWTool 'researchpilot_content_analysis_template' name length outside 3-30 rangeresearchpilot_content_analysis_template 内
  • LOWTool 'researchpilot_text_analysis_pilot' name length outside 3-30 rangeresearchpilot_text_analysis_pilot 内
  • LOWTool 'researchpilot_read_handoff_evidence' name length outside 3-30 rangeresearchpilot_read_handoff_evidence 内
  • LOWTool 'researchpilot_get_project_context' name length outside 3-30 rangeresearchpilot_get_project_context 内
  • LOWTool 'researchpilot_update_user_preferences' name length outside 3-30 rangeresearchpilot_update_user_preferences 内
  • LOWTool 'researchpilot_record_routing_feedback' name length outside 3-30 rangeresearchpilot_record_routing_feedback 内
  • LOWTool 'researchpilot_list_work_artifacts' name length outside 3-30 rangeresearchpilot_list_work_artifacts 内

ツール定義とプロトコルへの準拠に関する自動分析に基づいています。

コンテキストコスト

~3,965トークン数（ツール定義）
~918 B一般的なレスポンスサイズ
注意への影響は大きい（128k コンテキストの 3.10%）

これは、サーバーのツールがモデルのコンテキストに読み込まれるたびに消費されるおおよそのトークン数です。数が多いほど、ほかのタスクに使える注意が減ります。

インストール

ワンクリックインストール

これを `claude_desktop_config.json` ファイルに追加してください:

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

リモートエンドポイント

https://researchpilot-academy-production.up.railway.app/mcpstreamable-http

できること

ツール一覧

ツール（23）

🟢 読み取り専用🟡 書き込み🔴 削除⚪ 不明
🟢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.

入力スキーマ

{
  "type": "object",
  "properties": {},
  "additionalProperties": false
}
🟢researchpilot_capabilities

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

入力スキーマ

{
  "type": "object",
  "properties": {},
  "additionalProperties": false
}
🟢researchpilot_check_method(capabilityId)

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

入力スキーマ

{
  "type": "object",
  "properties": {
    "capabilityId": {
      "type": "string",
      "minLength": 1,
      "maxLength": 120
    }
  },
  "required": [
    "capabilityId"
  ],
  "additionalProperties": false
}
🟢researchpilot_search_literature(query)

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

入力スキーマ

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string",
      "minLength": 1,
      "maxLength": 1000
    }
  },
  "required": [
    "query"
  ],
  "additionalProperties": false
}
🟢researchpilot_search_datasets(query, scope)

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

入力スキーマ

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string",
      "minLength": 1,
      "maxLength": 500
    },
    "scope": {
      "type": "string",
      "enum": [
        "korean",
        "international",
        "all"
      ],
      "default": "all"
    }
  },
  "required": [
    "query"
  ],
  "additionalProperties": false
}
🟢researchpilot_research_registry(kind, query, limit)

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

入力スキーマ

{
  "type": "object",
  "properties": {
    "kind": {
      "type": "string",
      "enum": [
        "methods",
        "sourceProviders",
        "references",
        "plugins"
      ]
    },
    "query": {
      "type": "string",
      "maxLength": 500
    },
    "limit": {
      "type": "integer",
      "minimum": 1,
      "maximum": 50,
      "default": 12
    }
  },
  "required": [
    "kind"
  ],
  "additionalProperties": false
}
🟢researchpilot_build_collection_recipe(goal, sourceType, query, period, targetSize)

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.

入力スキーマ

{
  "type": "object",
  "properties": {
    "goal": {
      "type": "string",
      "minLength": 1,
      "maxLength": 4000
    },
    "sourceType": {
      "type": "string",
      "enum": [
        "youtube",
        "web",
        "legal",
        "data_api",
        "text_corpus"
      ]
    },
    "query": {
      "type": "string",
      "maxLength": 1000
    },
    "period": {
      "type": "string",
      "maxLength": 500
    },
    "targetSize": {
      "type": "integer",
      "minimum": 1,
      "maximum": 10000000
    }
  },
  "required": [
    "goal",
    "sourceType"
  ],
  "additionalProperties": false
}
🟢researchpilot_content_analysis_template(researchQuestion, approach, codingMode)

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.

入力スキーマ

{
  "type": "object",
  "properties": {
    "researchQuestion": {
      "type": "string",
      "minLength": 1,
      "maxLength": 4000
    },
    "approach": {
      "type": "string",
      "enum": [
        "deductive",
        "inductive",
        "hybrid"
      ],
      "default": "hybrid"
    },
    "codingMode": {
      "type": "string",
      "enum": [
        "human",
        "ai",
        "hybrid"
      ],
      "default": "hybrid"
    }
  },
  "required": [
    "researchQuestion"
  ],
  "additionalProperties": false
}
🟢researchpilot_text_analysis_pilot(researchQuestion, sourceType, query, period, targetSize, ...)

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.

入力スキーマ

{
  "type": "object",
  "properties": {
    "researchQuestion": {
      "type": "string",
      "minLength": 1,
      "maxLength": 4000
    },
    "sourceType": {
      "type": "string",
      "enum": [
        "youtube",
        "web",
        "legal",
        "data_api",
        "text_corpus"
      ],
      "default": "text_corpus"
    },
    "query": {
      "type": "string",
      "maxLength": 1000
    },
    "period": {
      "type": "string",
      "maxLength": 500
    },
    "targetSize": {
      "type": "integer",
      "minimum": 1,
      "maximum": 10000000
    },
    "approach": {
      "type": "string",
      "enum": [
        "deductive",
        "inductive",
        "hybrid"
      ],
      "default": "hybrid"
    },
    "codingMode": {
      "type": "string",
      "enum": [
        "human",
        "ai",
        "hybrid"
      ],
      "default": "hybrid"
    },
    "corpusItems": {
      "type": "array",
      "maxItems": 200,
      "items": {
        "type": "object",
        "properties": {
          "id": {
            "type": "string",
            "minLength": 1,
            "maxLength": 240
          },
          "title": {
            "type": "string",
            "maxLength": 500
          },
          "source": {
            "type": "string",
            "maxLength": 1000
          },
          "text": {
            "type": "string",
            "maxLength": 200000
          },
          "digest": {
            "type": "string",
            "maxLength": 240
          },
          "provenance": {
            "type": "string",
            "maxLength": 1000
          }
        },
        "required": [
          "id"
        ],
        "additionalProperties": false
      }
    },
    "categories": {
      "type": "array",
      "maxItems": 100,
      "items": {
        "type": "string",
        "maxLength": 240
      }
    }
  },
  "required": [
    "researchQuestion"
  ],
  "additionalProperties": false
}
🟢researchpilot_handoff_summary(handoff)

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

入力スキーマ

{
  "type": "object",
  "properties": {
    "handoff": {
      "type": "object"
    }
  },
  "required": [
    "handoff"
  ],
  "additionalProperties": false
}
🟢researchpilot_handoff_context(handoff)

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.

入力スキーマ

{
  "type": "object",
  "properties": {
    "handoff": {
      "type": "object"
    }
  },
  "required": [
    "handoff"
  ],
  "additionalProperties": false
}
🟢researchpilot_read_handoff_evidence(handoff, sourceId, offset)

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

入力スキーマ

{
  "type": "object",
  "properties": {
    "handoff": {
      "type": "object"
    },
    "sourceId": {
      "type": "string",
      "minLength": 1,
      "maxLength": 240
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "default": 0
    }
  },
  "required": [
    "handoff",
    "sourceId"
  ],
  "additionalProperties": false
}
🟢researchpilot_get_profile

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

入力スキーマ

{
  "type": "object",
  "properties": {},
  "additionalProperties": false
}

出力スキーマ

{
  "type": "object",
  "properties": {
    "id": {
      "type": "string",
      "minLength": 1,
      "pattern": "\\S"
    },
    "name": {
      "type": "string"
    },
    "email": {
      "type": "string"
    },
    "nickname": {
      "type": "string"
    }
  },
  "required": [
    "id"
  ],
  "additionalProperties": false
}
🟢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.

入力スキーマ

{
  "type": "object",
  "properties": {},
  "additionalProperties": false
}
🟢researchpilot_get_project_context(projectId)

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.

入力スキーマ

{
  "type": "object",
  "properties": {
    "projectId": {
      "type": "string",
      "pattern": "^[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[1-5][0-9a-fA-F]{3}-[89abAB][0-9a-fA-F]{3}-[0-9a-fA-F]{12}$"
    }
  },
  "required": [
    "projectId"
  ],
  "additionalProperties": false
}
🟢researchpilot_get_user_memory

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

入力スキーマ

{
  "type": "object",
  "properties": {},
  "additionalProperties": false
}
🟡researchpilot_update_user_preferences(answerStyle, resultFirst, writingVoice, avoidTextbookStyle, preferEvidenceBeforeAdvice, ...)

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.

入力スキーマ

{
  "type": "object",
  "properties": {
    "answerStyle": {
      "type": [
        "string",
        "null"
      ],
      "enum": [
        "concise",
        "standard",
        "deep",
        null
      ]
    },
    "resultFirst": {
      "type": [
        "boolean",
        "null"
      ]
    },
    "writingVoice": {
      "type": [
        "string",
        "null"
      ],
      "enum": [
        "restrained",
        "analytic",
        "argumentative",
        null
      ]
    },
    "avoidTextbookStyle": {
      "type": [
        "boolean",
        "null"
      ]
    },
    "preferEvidenceBeforeAdvice": {
      "type": [
        "boolean",
        "null"
      ]
    },
    "preferredOutput": {
      "type": [
        "string",
        "null"
      ],
      "enum": [
        "chat",
        "word",
        "markdown",
        null
      ]
    },
    "discipline": {
      "type": [
        "string",
        "null"
      ],
      "maxLength": 200
    },
    "targetGenre": {
      "type": [
        "string",
        "null"
      ],
      "enum": [
        "journal_article",
        "research_proposal",
        "policy_report",
        "presentation",
        "general",
        null
      ]
    },
    "citationStyle": {
      "type": [
        "string",
        "null"
      ],
      "maxLength": 100
    }
  },
  "additionalProperties": false
}
⚪researchpilot_record_routing_feedback(projectId, taskFamily, capabilityId, toolName, outcome, ...)

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.

入力スキーマ

{
  "type": "object",
  "properties": {
    "projectId": {
      "type": [
        "string",
        "null"
      ],
      "pattern": "^[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[1-5][0-9a-fA-F]{3}-[89abAB][0-9a-fA-F]{3}-[0-9a-fA-F]{12}$"
    },
    "taskFamily": {
      "type": "string",
      "minLength": 1,
      "maxLength": 160
    },
    "capabilityId": {
      "type": [
        "string",
        "null"
      ],
      "maxLength": 160
    },
    "toolName": {
      "type": [
        "string",
        "null"
      ],
      "maxLength": 200
    },
    "outcome": {
      "type": "string",
      "enum": [
        "SUCCEEDED",
        "FAILED",
        "ACCEPTED",
        "REJECTED",
        "CORRECTED"
      ]
    },
    "feedback": {
      "type": [
        "string",
        "null"
      ],
      "maxLength": 1000
    }
  },
  "required": [
    "taskFamily",
    "outcome"
  ],
  "additionalProperties": false
}
🟢researchpilot_list_work_artifacts(projectId)

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.

入力スキーマ

{
  "type": "object",
  "properties": {
    "projectId": {
      "type": "string",
      "pattern": "^[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[1-5][0-9a-fA-F]{3}-[89abAB][0-9a-fA-F]{3}-[0-9a-fA-F]{12}$"
    }
  },
  "required": [
    "projectId"
  ],
  "additionalProperties": false
}
🟢researchpilot_read_work_artifact(projectId, artifactId)

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

入力スキーマ

{
  "type": "object",
  "properties": {
    "projectId": {
      "type": "string",
      "pattern": "^[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[1-5][0-9a-fA-F]{3}-[89abAB][0-9a-fA-F]{3}-[0-9a-fA-F]{12}$"
    },
    "artifactId": {
      "type": "string",
      "pattern": "^[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[1-5][0-9a-fA-F]{3}-[89abAB][0-9a-fA-F]{3}-[0-9a-fA-F]{12}$"
    }
  },
  "required": [
    "projectId",
    "artifactId"
  ],
  "additionalProperties": false
}
🟢researchpilot_prepare_specialist_execution(projectId, capabilityId, requestedWork, rigor, requiredOutputs)

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.

入力スキーマ

{
  "type": "object",
  "properties": {
    "projectId": {
      "type": "string",
      "pattern": "^[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[1-5][0-9a-fA-F]{3}-[89abAB][0-9a-fA-F]{3}-[0-9a-fA-F]{12}$"
    },
    "capabilityId": {
      "type": "string",
      "minLength": 1,
      "maxLength": 160
    },
    "requestedWork": {
      "type": "string",
      "minLength": 1,
      "maxLength": 4000
    },
    "rigor": {
      "type": "string",
      "enum": [
        "STANDARD",
        "HIGH",
        "INDEPENDENT_VALIDATION_REQUIRED"
      ],
      "default": "HIGH"
    },
    "requiredOutputs": {
      "type": "array",
      "items": {
        "type": "string",
        "maxLength": 120
      },
      "maxItems": 50
    }
  },
  "required": [
    "projectId",
    "capabilityId",
    "requestedWork"
  ],
  "additionalProperties": false
}
🟢researchpilot_validate_specialist_receipt(request, 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.

入力スキーマ

{
  "type": "object",
  "properties": {
    "request": {
      "type": "object"
    },
    "receipt": {
      "type": "object"
    }
  },
  "required": [
    "request",
    "receipt"
  ],
  "additionalProperties": false
}
🟡researchpilot_save_work_artifact(projectId, contextDigest, kind, title, text, ...)

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.

入力スキーマ

{
  "type": "object",
  "properties": {
    "projectId": {
      "type": "string",
      "pattern": "^[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[1-5][0-9a-fA-F]{3}-[89abAB][0-9a-fA-F]{3}-[0-9a-fA-F]{12}$"
    },
    "contextDigest": {
      "type": "string",
      "minLength": 1,
      "maxLength": 200
    },
    "kind": {
      "type": "string",
      "enum": [
        "research_plan",
        "analysis_interpretation",
        "critical_review",
        "draft",
        "specialist_result",
        "research_note"
      ]
    },
    "title": {
      "type": "string",
      "minLength": 1,
      "maxLength": 500
    },
    "text": {
      "type": "string",
      "minLength": 1,
      "maxLength": 200000
    },
    "sourceRefs": {
      "type": "array",
      "items": {
        "type": "string",
        "maxLength": 240
      },
      "maxItems": 200
    }
  },
  "required": [
    "projectId",
    "contextDigest",
    "kind",
    "title",
    "text"
  ],
  "additionalProperties": false
}

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検証済みバージョンは記録されていませんツール 23 件