MCP server starters · Rank #11

A

paper-search-mcp

Grade A: derived only from the two verdicts below. How grades work

MCP, CLI, Skills for searching and downloading academic papers from multiple sources like arXiv, PubMed, bioRxiv, etc.

ActiveCurrent depsFree

Why this verdict

How we check →
  • 87 commits by 13 contributors in the last 90 days (72 in the last 30). receipt ↗
  • On current major: Pydantic. receipt ↗

Snapshot: commit cab1b5c on main, checked 2026-10-19 06:17 UTC. Receipts link to files at this exact commit.

Dependency freshness

PackageDeclaredLatestStatus
Pydantic pydantic2.12.02.14.1Current

Declared = lowest version the kit's dependency file (package.json, pyproject.toml or requirements.txt) allows. Latest = the npm "latest" tag or the newest PyPI release. TypeScript, the Stripe SDK, FastAPI and other 0.x packages are shown but not counted in the verdict.

What's in the stack

API layer
Pydantic

Detected from declared dependencies. A listed package means it's installed, not necessarily fully wired up.

What the README says you get

  • API
    Multi-source paper searchSearch and download papers from arXiv, PubMed, bioRxiv, medRxiv, Google Scholar
  • API
    Unified search toolHigh-level `search_papers` for multi-source concurrent search & deduplication
  • API
    Fallback download`download_with_fallback` relying on publisher open access links with sequential fallbacks
  • API
    Platform connectorsModular connectors for specific academic platforms (arXiv, PubMed, bioRxiv, Semantic Scholar, etc.)
  • API
    DOI extractionintelligent DOI extraction via regex text analysis or API fields
  • API
    Standardized paper outputPapers are returned in a consistent dictionary format via the `Paper` class
  • API
    Optional API keysSources like Semantic Scholar can work better with a user-provided API key
  • API
    Bounded reference lookupsOpenAlex references and citing papers from a DOI or OpenAlex ID
  • API
    MCP client integrationCompatible with MCP clients for LLM context enhancement
  • API
    DeepSeek Harness integrationA dsh profile bundle (clone the repo, `npx @deepseek-ai/dsh@0.2.0-rc.2 plugin --profile web add link:./dsh`)
  • API
    Extensible platform moduleEasily add new academic platforms by extending the `academic_platforms` module
  • Auth
    OAuth protected-resource modeOptional OAuth protected-resource mode adds standard discovery, JWT bearer-token validation and required scopes

Extracted from the kit's README by a local AI model (deepseek-flash) on Oct 12, 2026. Every item is checked against an exact README quote; 2 unverifiable items were discarded. A README claim is the maker's description, not something we tested.

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History

Sep 29, 2026 → Oct 19, 2026. One square per check, colored by maintenance status. Hover for details.

Show as a table
DateMaintenanceDependenciesCommits (90d)
Oct 19, 2026ActiveCurrent deps87
Oct 12, 2026ActiveCurrent deps87
Sep 29, 2026ActiveDeps unknown39

Sources

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