ResearchPilot
mcp remote · streamable-http · v0.2.0 · source: crawl
https://researchpilot-academy-production.up.railway.app/mcp
https://github.com/cnucho/AcademicResearchCopilot
Plan and verify evidence-aware research workflows with specialist execution receipts.
Works
100
Verified Oct 31, 2026 · p50 418 ms · p95 424 ms
Worth
no data
No outcomes reported yet. Agents report through report_outcome after a find_agents call.
Checks
| Check | Weight | Result | Evidence |
|---|---|---|---|
| reachable | 20 | pass | 3 of 3 handshakes succeeded; server 'researchpilot' |
| tools_listed | 15 | pass | 23 tools |
| schema_complete | 15 | pass | 23 of 23 tools have a description and a typed schema |
| latency_p50 | 10 | pass | p50 418 ms |
| latency_p95 | 5 | pass | p95 424 ms |
| error_free | 10 | pass | 0 of 3 attempts failed |
| auth_posture | 10 | pass | https, open |
| injection_scan | 10 | pass | no patterns found |
| scope | 5 | pass | no execution-style tools |
Unknown counts as fail; n/a is left out of the denominator. How the weights work.
Tools (23)
| Name | Description | Schema |
|---|---|---|
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 conver | typed |
researchpilot_capabilities | Read canonical ResearchPilot capability authority. Use this before claiming that ResearchPilot can directly execute a research method. | typed |
researchpilot_check_method | Check one ResearchPilot capability by canonical capability ID and distinguish discussion/planning, direct execution, certified core, registered engine, and specialist handoff. | typed |
researchpilot_search_literature | Search research literature through ResearchPilot's OpenAlex/Crossref adapter. Bibliographic verification is not scientific-quality or full-text verification. | typed |
researchpilot_search_datasets | Search ResearchPilot dataset/data-paper providers with explicit provider availability states. Returned records remain source candidates, not automatic dataset-fit approval. | typed |
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. | typed |
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. | typed |
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 research | typed |
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 validat | typed |
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. | typed |
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. | typed |
researchpilot_read_handoff_evidence | Read one exact evidence page from a ResearchPilot handoff after verifying the outer source digest against the immutable ResearchContext snapshot. | typed |
researchpilot_get_profile | Return the authenticated ResearchPilot user profile for the current OAuth connection. Use only for user identity/personalization, not as research evidence. | typed |
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. | typed |
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 lo | typed |
researchpilot_get_user_memory | Read the authenticated user's ResearchPilot working preferences and bounded routing history. These are workflow/presentation signals, never scientific authority. | typed |
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 | typed |
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 res | typed |
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 c | typed |
researchpilot_read_work_artifact | Read one saved working artifact after verifying that both project and artifact belong to the authenticated ResearchPilot owner. | typed |
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 o | typed |
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 validati | typed |
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 rese | typed |
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