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Academic Research Kernel

Deterministic research state, evidence validation and statistical recomputation.

Connector by xngg1021 · GitHub account verified by the MCP Registry

IndexedLicense unknownLocal (stdio)★ 1
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Works with Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.

npx agentmarket install connector/xngg1021-academic-research-kernel

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Deterministic research state, evidence validation and statistical recomputation.

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Permissions

What this server can do and what it asks for, from its tool list, install config and code. Checked Oct 26, 2026.

Tools
7 read · 0 write · 0 delete · 5 not yet classified
Secrets
None asked for
Install scripts
None found
Runs as
Python package

Tools by what they do 12

Read from the source code; the running server may list different tools.

Read 7 · Look things up without changing anything.

  • academic_check_percentage
  • claim_evidence_validate
  • research_artifact_ingest
  • research_artifact_validate
  • research_lineage_trace
  • research_object_resolve
  • research_receipt_verify

Not yet classified 5 · We could not tell from the name and description.

  • academic_recompute_statistics
  • academic_scfabric_hardware_probe
  • claim_evidence_trace
  • decision_ledger_validate
  • decision_trace

Network hosts it talks to 33

  • acm.org · found in code
  • agent-plugins.org · found in code
  • apastyle.apa.org · found in code
  • api.crossref.org · found in code
  • api.github.com · found in code
  • api.openalex.org · found in code
  • api.unpaywall.org · found in code
  • arxiv.org · found in code
  • chicagomanualofstyle.org · found in code
  • cnsonline.com.tw · found in code
  • din.de · found in code
  • doi.org · found in code
  • download.pytorch.org · found in code
  • dx.doi.org · found in code
  • github.com · found in code
  • icmje.org · found in code
  • ieeeauthorcenter.ieee.org · found in code
  • iso.org · found in code
  • jisc.go.jp · found in code
  • journals.plos.org · found in code
  • niso.org · found in code
  • nlm.nih.gov · found in code
  • norminfo.afnor.org · found in code
  • openalex.org · found in code
  • openstd.samr.gov.cn · found in code
  • orcid.org · found in code
  • prisma-statement.org · found in code
  • pubmed.ncbi.nlm.nih.gov · found in code
  • raw.githubusercontent.com · found in code
  • schema.datacite.org · found in code
Show 3 more hosts
  • standard.go.kr · found in code
  • style.mla.org · found in code
  • une.org · found in code

Files it touches

  • /sys/fs/cgroup

Tools (12)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

  • academic_check_percentage

    Check if a reported percentage and count can mathematically arise from a sample size.

  • academic_recompute_statistics

    Recompute t/F/chi2/z p-values, two-group Cohen's d and Hedges' g, 2x2 OR/RR, CI consistency, statistical power, SD bounds, and df-implied sample sizes. Optional reported p-value comparison uses decimal round-half-up intervals; input or partial execution failures are tool errors, statistical mismatches are successful results.

  • academic_scfabric_hardware_probe

    Probe local hardware accelerators (CUDA, ROCm, MPS, XPU) and execution environments.

  • claim_evidence_trace

    Trace all supporting and refuting evidence anchors and attached receipts for a given claim.

  • claim_evidence_validate

    Validate the structural integrity, cycles, and cryptographic receipt bindings of a ClaimEvidenceGraph snapshot.

  • decision_ledger_validate

    Execute complete four-gate verification over a Decision Ledger export dictionary.

  • decision_trace

    Trace causal ancestry, basis dependencies, outcome corrections, and lifecycle state history for a decision.

  • research_artifact_ingest

    Deterministically ingest a scholarly artifact envelope into kernel state (ResearchObjects, CEG, and Ledger).

  • research_artifact_validate

    Validate a ResearchArtifactEnvelope against its schema and verify its cryptographic payload SHA-256 without side effects.

  • research_lineage_trace

    Trace backward provenance ancestry for a specified entity within a LineageGraph snapshot.

  • research_object_resolve

    Resolve and aggregate candidate bibliographic/identity records into discrete five-state equivalence judgments.

  • research_receipt_verify

    Verify an AcademicEvidenceReceipt or LineageReceipt against a strongly typed ReceiptRef.

Signals

Stars
1
Forks
0
Open issues
0
Weekly downloads
46
Last commit
Oct 20, 2026 (8 days ago)
Last release
Oct 20, 2026 (8 days ago)
Last package publish
Oct 8, 2026 (20 days ago)

From GitHub (fetched Oct 24, 2026) and the package registry.

Details

Registry name
io.github.xngg1021/academic-research-kernel
Version
2.1.0
Auth
No auth
Packages
pypi academic-research-kernel
License
License unknown
Repository
github.com/xngg1021/academic-research-kernel
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
Official MCP Registrygithub-graphql
Cite this page

Academic Research Kernel MCP server. Agent Mart. https://agentmart.dev/connectors/xngg1021-academic-research-kernel (last updated 2026-10-24)