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Psychedelics Knowledge Graph

Server Details

Search psychedelic research papers, compounds, outcomes, authors and their relationships.

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Status
Healthy
Uptime
100.0% over the last 24 hours
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
Repository
povilaskarvelis/psychedelics_knowledge_graph
GitHub Stars
6
ChatGPT
–
Claude
–

TDQS

B3.4/5.0

Scored across 9 tools

Disambiguation5/5

Each tool targets a clear resource/action combination: search vs get for papers, concepts, and authors, plus dedicated relationship search and metadata tools. Minor overlap between get_paper returning relationships and find_relationships searching them is well distinguished by scope and description.

Naming Consistency5/5

All tools follow a consistent snake_case verb_noun pattern: search_*, get_*, list_*, and find_relationships. The conventions are predictable and readable across the entire set.

Tool Count5/5

Nine tools is well-scoped for a read-only knowledge graph API covering papers, authors, concepts, relationships, filters, and release metadata. Each tool appears to earn its place without redundant surface area.

Completeness4/5

The surface covers core read-only workflows: search and retrieval for papers, authors, concepts, and relationships, plus filter discovery and release metadata. Minor gaps exist around standalone author detail retrieval or richer relationship inspection, but agents can work around them through existing tools.

Available Tools

9 tools
find_relationshipsCInspect

Search deduplicated paper-level concept relationships.

Inputs: dois, limit, cursor, domains, +15 more. Returns: object

get_author_papersCInspect

Get papers across all paper types linked to one ORCID/OpenAlex author identity.

Inputs: author_id (required), limit, cursor. Returns: object

get_conceptBInspect

Get one standardized concept with aliases, category, hierarchy, and paper count.

Inputs: concept_id (required). Returns: object

get_paperBInspect

Get one paper, its credited authors, and its public relationships.

Inputs: paper_id_or_doi (required), relationship_limit, include_relationships. Returns: object

get_release_infoAInspect

Get the current data version, table counts, scope, and limitations.

Inputs: no named parameters. Returns: object

list_available_filtersAInspect

List valid paper, relationship, endpoint-kind, and website-view filters.

Inputs: no named parameters. Returns: object

search_authorsBInspect

Search OpenAlex/ORCID-backed authors by preferred name or known name variant.

Inputs: query (required), limit. Returns: object

search_conceptsCInspect

Resolve concepts; kind and domain filters use observed public relationships.

Inputs: query (required), limit, domains, concept_kinds. Returns: object

search_papersCInspect

Search papers: OR within lists, AND across fields; subject/object IDs match the same relationship.

Inputs: dois, limit, query, cursor, +16 more. Returns: object

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

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