Research MCP Servers for DeepSeek Harness

Search a curated gallery of live, tryable AI-built products for prior art. Read-only, no auth.

Open scientific and engineering knowledge for AI agents: search, evidence, document publishing.

Agent-native MCP server over 49M+ US public and government records, privacy-first, always current.

Search machine-readable quantitative strategy failure evidence before repeating failed research.

openSenseMap MCP — citizen-science environmental sensor network (opensensemap.org)

ORCID shape, id discarded

Read-only MCP tools for authenticated Open Science Framework projects and files.

Research La Réunion with cited sources, inspect changes, and contribute documented corrections.

data.overheid.nl MCP — the Netherlands national open-data portal (CKAN API).

Paleobiology Database (PBDB) MCP — the global fossil record. Keyless.

Submit papers for AI peer review and publication. Search and cite AI-authored research.

An MCP server for deep research or task groups

Search 200M+ patents and 216M+ scientific papers using natural language and structured filters.

An AI concierge that turns static forms into adaptive AI conversations. From any MCP client.

Bioregistry MCP.

EBI BioStudies MCP.

BookBrainz MCP — open book metadata (MetaBrainz / sister of MusicBrainz)

Census MCP — U.S. Census Bureau housing-relevant APIs.

Ireland Central Statistics Office (CSO) PxStat MCP.

DATAcube — Statistical Office of the Slovak Republic (data.statistics.sk).

DOAJ MCP — Directory of Open Access Journals