MCP server
ResearchPilot
io.github.cnucho/researchpilot
Checked 26 Oct 2026, 08:29 UTC · Connected to it and listed its tools
Plan and verify evidence-aware research workflows with specialist execution receipts.
Working at last checkAbout 3,721 tokens per request once connected23 tools
https://researchpilot-academy-production.up.railway.app/mcp
At a glance
- Type
- MCP server
- Publisher
- Not verified
- Status
- Working at last check
- Tools
- 23
- Token cost
- About 3,721 tokens per request
- Sets up in
- Claude Code, Claude Desktop, Codex, Gemini CLI, Cursor, VS Code, Antigravity, ChatGPT, OpenAI API, Grok
- Last checked
- 26 Oct 2026, 08:29 UTC
Connect it to your agent
Opens the app, which shows the server and asks you to confirm. For other apps, copy the setup below.
Claude Code
claude mcp add --transport http researchpilot https://researchpilot-academy-production.up.railway.app/mcp
Claude Desktop
Settings → Connectors → Add custom connector, and paste the URL.
Codex (config.toml)
[mcp_servers.researchpilot] url = "https://researchpilot-academy-production.up.railway.app/mcp"
Gemini CLI
{"mcpServers":{"researchpilot":{"httpUrl":"https://researchpilot-academy-production.up.railway.app/mcp"}}}
Cursor
{"mcpServers":{"researchpilot":{"url":"https://researchpilot-academy-production.up.railway.app/mcp"}}}
VS Code
{"servers":{"researchpilot":{"type":"http","url":"https://researchpilot-academy-production.up.railway.app/mcp"}}}
Antigravity
agy mcp add researchpilot https://researchpilot-academy-production.up.railway.app/mcp
ChatGPT
Settings → Apps & Connectors → Advanced settings: turn on Developer mode, then Create a connector and paste the URL. Which plans can do this varies.
OpenAI API (Responses tools)
{"type":"mcp","server_label":"researchpilot","server_url":"https://researchpilot-academy-production.up.railway.app/mcp","require_approval":"always"}
Grok (xAI API tools)
{"type":"mcp","server_label":"researchpilot","server_url":"https://researchpilot-academy-production.up.railway.app/mcp"}
Tools
researchpilot_build_collection_recipe~188 tokens
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.researchpilot_capabilities~76 tokens
Read canonical ResearchPilot capability authority. Use this before claiming that ResearchPilot can directly execute a research method.researchpilot_check_method~114 tokens
Check one ResearchPilot capability by canonical capability ID and distinguish discussion/planning, direct execution, certified core, registered engine, and specialist handoff.researchpilot_content_analysis_template~180 tokens
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.researchpilot_get_profile~82 tokens
Return the authenticated ResearchPilot user profile for the current OAuth connection. Use only for user identity/personalization, not as research evidence.researchpilot_get_project_context~155 tokens
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.researchpilot_get_user_memory~85 tokens
Read the authenticated user's ResearchPilot working preferences and bounded routing history. These are workflow/presentation signals, never scientific authority.researchpilot_handoff_context~108 tokens
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.researchpilot_handoff_summary~102 tokens
Validate the outer ResearchPilot specialist handoff identity and return a bounded context summary without source bodies. Use the original handoff package as the authority.researchpilot_list_projects~84 tokens
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.researchpilot_list_work_artifacts~148 tokens
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.researchpilot_open_workspace~98 tokens
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.researchpilot_prepare_specialist_execution~254 tokens
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.researchpilot_read_handoff_evidence~131 tokens
Read one exact evidence page from a ResearchPilot handoff after verifying the outer source digest against the immutable ResearchContext snapshot.researchpilot_read_work_artifact~163 tokens
Read one saved working artifact after verifying that both project and artifact belong to the authenticated ResearchPilot owner.researchpilot_record_routing_feedback~249 tokens
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.researchpilot_research_registry~155 tokens
Search ResearchPilot's unified method/model, source-provider, official-reference, or planned-plugin registry. Planning/discovery only; registry presence never authorizes execution or collection.researchpilot_save_work_artifact~279 tokens
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.researchpilot_search_datasets~133 tokens
Search ResearchPilot dataset/data-paper providers with explicit provider availability states. Returned records remain source candidates, not automatic dataset-fit approval.researchpilot_search_literature~106 tokens
Search research literature through ResearchPilot's OpenAlex/Crossref adapter. Bibliographic verification is not scientific-quality or full-text verification.researchpilot_text_analysis_pilot~395 tokens
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.researchpilot_update_user_preferences~289 tokens
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.researchpilot_validate_specialist_receipt~147 tokens
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.
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