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Conceptio Search MCP server

by 0x923041-dotcom·io.github.0x923041-dotcom/conceptio-search·v0.3.14

Search 1M+ open-access papers, standards, and case law from an AI agent.

B80/100grade B
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Safety scan
B80/100

full report

Adoption
Growing

0 stars47 downloads/wk

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If you have run it, two minutes of your experience saves the next person an afternoon.

Conceptio Search tools

No tool declarations could be read from the package source. They show once the server is installed.

Public scan report

scanner v0.1.10 · 2026-11-03 · same rubric, same numbers if you re-run it

no findings
  • Code scan8 source files scanned25/25
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitystatic API keys via environment variables6/15
  • Maintenancelast push 5 days ago15/15
  • Maintainer identityregistry namespace matches repository owner6/10
Overall 80/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Conceptio Search compares

Against every graded AI and agents MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
80/100
higher than 60% of 4,460 AI and agents servers
Downloads a week
47
more than 39% of 1,538 AI and agents servers with a package

Release history: 4 versions in the registry since 2026-09-23, latest 2026-10-07, typically one every 4 days.

Install Conceptio Search in Claude Code, Cursor or VS Code

claude mcp add conceptio-search -- uvx conceptio-search
Add to Cursor

What the publisher says

From the Conceptio Search repository's README, as published. We do not edit it. Read it on GitHub

conceptio-search

<!-- mcp-name: io.github.0x923041-dotcom/conceptio-search -->

Search 1M+ open-access documents — papers, standards, textbooks, and case law — right from your terminal or your AI agent.

conceptio-search is a CLI and Model Context Protocol (MCP) server for the Conceptio Open Knowledge Archive — 1M+ open-access documents from 500+ living sources, indexed daily. Every source is open access or public domain. The CLI authenticates with an API key: sign in once, save the key, search from anywhere.

  • For humans — search, export citations in 11 formats (BibTeX, APA, MLA, Chicago, IEEE, Harvard, RIS, Bluebook, OSCOLA, ISO 690, ANSI Z39), and download PDFs to disk with one command.
  • For AI agents — a stdio MCP server with eight tools, so Claude, Cursor, Windsurf, OpenCode, or any MCP client can search, queue batch searches, resolve identifiers (RFC, DOI, arXiv, PMID, PMCID, NIST/FIPS, W3C, US case citation), save PDFs into your workspace, and hand a document to Zotero or Obsidian.
  • 100% self-contained — talks only to the public HTTPS API. No internal infrastructure; your key lives in ~/.conceptio/config.json.

Install

pip install conceptio-search

Requires Python 3.8+. (Checked, not just claimed: the suite parses every source file at the declared floor's grammar, so the promise cannot rot silently.)

The console script is conceptio; python -m conceptio_cli is the same entry point for a virtualenv that was never activated.

Authenticate (one time)

The CLI needs an API key before it can search:

conceptio auth ckey_live_...

Get the key by signing in at conceptio.app and creating one on your profile (Free, Dev, Pro, or Enterprise). The key is stored in ~/.conceptio/config.json and sent as X-Api-Key with every request. conceptio quota reports your tier at any time. Every command below assumes this step is done — without a key the CLI refuses to run and tells you exactly this.

Quick start

# Search — supports source:/lang:/category: directives
conceptio search "attention is all you need" --limit 5
conceptio search "source:nist zero trust" --license commercial-ok
conceptio search "source:eurlex AI act" --json
conceptio search "meditations marcus aurelius" --markdown   # for Obsidian/Notion
conceptio search "diffusion models" --offset 20            # paginate past the first page
# Multi-query programmatic search — two modes:
conceptio search --batch queries.json --json                # queue 1–50 searches, print the job handle
conceptio search --batch queries.json --wait --json         # queue, then block until done and print results
conceptio search --batch queries.json --wait --timeout 60   # …but never block longer than a minute
conceptio search --batch queries.json --sync --json         # run 1–10 immediately, no queue (one request)
conceptio search-job <job-id> --json                        # poll once; repeat on your own cadence
conceptio search-job <job-id> --wait --json                 # poll until done, then print results

# Resolve a known identifier straight to its document(s)
conceptio resolve "RFC 2119"
conceptio resolve "doi:10.1109/access.2020.2986772"
c

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

Conceptio Search: common questions

Is Conceptio Search MCP server safe?
Mostly: it is graded B (80/100). Read the Conceptio Search safety report
How do I install Conceptio Search?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does Conceptio Search need an API key?
Yes. The registry entry asks for CONCEPTIO_API_KEY.
Is Conceptio Search maintained?
The last commit was 5 days ago (2026-10-29). The latest release is v0.3.14.
What can I use instead of Conceptio Search?
Servers from other publishers that do the same job: paper-preflight MCP server.
How does Conceptio Search compare with other AI and agents MCP servers?
safety score 80/100 (higher than 60% of 4,460 AI and agents servers); downloads a week 47 (more than 39% of 1,538 AI and agents servers with a package). Full comparison.

Alternatives to Conceptio Search

Same job from other publishers: the closest match first, then the best rated.

  • paper-preflight
    Checks every LaTeX reference against Crossref, dblp, arXiv, DataCite, PubMed and OpenAlex. No LLM.
    A