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8 clients · secrets stay placeholders

JSON (mcpServers)Claude CodeCodexOpenCodeCursorVS CodeGemini CLIGoose

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

claude mcp add --transport http researchpilot https://researchpilot-academy-production.up.railway.app/mcp

[mcp_servers.researchpilot]
url = "https://researchpilot-academy-production.up.railway.app/mcp"

{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "researchpilot": {
      "type": "remote",
      "url": "https://researchpilot-academy-production.up.railway.app/mcp",
      "enabled": true
    }
  }
}

{
  "mcpServers": {
    "researchpilot": {
      "type": "http",
      "url": "https://researchpilot-academy-production.up.railway.app/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=researchpilot&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vcmVzZWFyY2hwaWxvdC1hY2FkZW15LXByb2R1Y3Rpb24udXAucmFpbHdheS5hcHAvbWNwIn0%3D"
}

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

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

extensions:
  "researchpilot":
    enabled: true
    name: "researchpilot"
    type: streamable_http
    uri: "https://researchpilot-academy-production.up.railway.app/mcp"
    timeout: 300

Quality 91 / 100strong

protocol75 · weight 25

warn
protocol.modernnewest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
n/a
protocol.statelessonly applies to 2026-07-28 servers
pass
protocol.transportstreamable HTTP
n/a
protocol.list_ttlonly applies to 2026-07-28 servers

authorizationn/a · weight 15

n/a
auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
n/a
auth.secret_in_urlno templated URL

tool hygiene100 · weight 30

pass
tools.descriptionsevery tool has a description
pass
tools.description_lengthdescriptions are concise
pass
tools.schemasevery tool has an object input schema
pass
tools.annotations23 of 23 tools declare readOnlyHint or destructiveHint
pass
tools.directory_hintsevery tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
pass
tools.token_costabout 3,762 tokens to load every tool
pass
tools.api_dumptools are not a one-to-one API dump

stability100 · weight 15

pass
stability.changesno tool changes in 30 days
pass
stability.rug_pullno tool changed its meaning under the same name

dependenciesn/a · weight 15

n/a
deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

23 tools, about 3,762 tokens to load them all · tool set ce53159aab80 · checked 2026-11-07 17:28 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 94 / 100

provenance80

liveness100

freshness100

hygiene100

+repository +namespace-matches-repo +reachable +uptime-100% +updated-15d-ago

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remote	auth	reachable	uptime 30d	p50	protocol	last ok
`https://researchpilot-academy-production.up.railway.app/mcp` streamable-http	none	yes	100%	234 ms	2025-11-25	2026-11-07

Tools (23)

`researchpilot_build_collection_recipe`read-only	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`read-only	Read canonical ResearchPilot capability authority. Use this before claiming that ResearchPilot can directly execute a research method.
`researchpilot_check_method`read-only	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`read-only	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`read-only	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`read-only	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`read-only	Read the authenticated user's ResearchPilot working preferences and bounded routing history. These are workflow/presentation signals, never scientific authority.
`researchpilot_handoff_context`read-only	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`read-only	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`read-only	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`read-only	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`read-only	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`read-only	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`read-only	Read one exact evidence page from a ResearchPilot handoff after verifying the outer source digest against the immutable ResearchContext snapshot.
`researchpilot_read_work_artifact`read-only	Read one saved working artifact after verifying that both project and artifact belong to the authenticated ResearchPilot owner.
`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.
`researchpilot_research_registry`read-only	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`	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`read-only	Search ResearchPilot dataset/data-paper providers with explicit provider availability states. Returned records remain source candidates, not automatic dataset-fit approval.
`researchpilot_search_literature`read-only	Search research literature through ResearchPilot's OpenAlex/Crossref adapter. Bibliographic verification is not scientific-quality or full-text verification.
`researchpilot_text_analysis_pilot`read-only	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`	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`read-only	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.

Schemas: list_tools.

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Official server.json

{
  "name": "io.github.cnucho/researchpilot",
  "title": "ResearchPilot",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://researchpilot-academy-production.up.railway.app/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "0.2.0",
  "repository": {
    "url": "https://github.com/cnucho/AcademicResearchCopilot",
    "source": "github"
  },
  "description": "Plan and verify evidence-aware research workflows with specialist execution receipts."
}