Psychedelics Knowledge Graph
Server Details
Search psychedelic research papers, compounds, outcomes, authors and their relationships.
- 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
Scored across 9 tools
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.
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.
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.
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 toolsfind_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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Related MCP Connectors
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