FaceabotFREN
‹ Back

The real catalog of tools for AI agents

Google tells you what exists. Faceabot tells you what holds up.

45,319real tools
29,744callable over HTTPS
19,948measured
6,687proven reliable
Research papers Being measured · 50% over 2 checks Real task being tested · 0/1

arXiv, PubMed, Crossref and OpenAlex scholarly metadata.

MCP endpoint : https://fourzerotwo.si/mcp/v/research · website · measurements and details
Research Paper & DOI Lookup (Crossref) Flaky · 67% over 3 checks

Verify a DOI or find papers via Crossref metadata. $0.005/call via x402.

MCP endpoint : https://paper-lookup-production-56b0.up.railway.app/mcp · website · measurements and details
Find Research Papers Not measured yet

Search open-source research papers across arXiv, OpenAlex, Crossref, PubMed, Semantic Scholar.

Package npm : find-research-papers-mcp · website · measurements and details
crossref-mcp Not measured yet

Search scholarly works and resolve DOIs through Crossref. No key required.

Package npm : crossref-mcp · website · measurements and details
paper-preflight Not measured yet

Checks every LaTeX reference against Crossref, dblp, arXiv, DataCite, PubMed and OpenAlex. No LLM.

Package pypi : paper-preflight · website · measurements and details
DONVI108 Free Research Beta Private (key required)

Free scholarly paper and DOI discovery via Crossref. Self-service registration; no invitation.

MCP endpoint : https://donvi108-agent-hub-live-preview.donvi108.workers.dev/mcp · website · measurements and details
crossref-mcp-server Flaky · 92% over 12 checks Does the job (tested) · 11/11

Resolve DOIs, search ~155M scholarly works, and fetch references via the Crossref REST API.

MCP endpoint : https://crossref.caseyjhand.com/mcp · website · measurements and details
Crossref Scholarly Data Being measured · 0% over 1 checks

Search 150M+ academic works, journals, and funders via Crossref API.

MCP endpoint : https://aligned-kettledrum--crossref-mcp-server.apify.actor/mcp · website · measurements and details
Research Papers MCP Private (key required)

Research papers for AI agents: PubMed, arXiv, Crossref; citations, references, open access texts

MCP endpoint : https://mcp.apify.com?tools=digital_influx/research-papers-mcp · website · measurements and details
academic-research-mcp Being measured · 0% over 1 checks

Scholarly search: OpenAlex, Crossref, arXiv, OpenCitations and PubMed in one endpoint.

MCP endpoint : https://themineworks--academic-research-mcp.apify.actor/mcp · website · measurements and details
crossref Not measured yet

Search and retrieve scholarly metadata from the Crossref REST API

Package pypi : crossref-mcp-server · website · measurements and details
Crossref Being measured · 0% over 1 checks

Crossref MCP — wraps the Crossref REST API (academic papers, free, no auth)

MCP endpoint : https://gateway.pipeworx.io/crossref/mcp · website · measurements and details
fulltext-article-downloader Not measured yet

Full text of research papers by DOI, arXiv, PMC or OpenReview id, verified against the record

Package pypi : fulltext-article-downloader · website · measurements and details
Paper Finder Flaky · 96% over 28 checks Does the job (tested) · 26/26

Find research papers and arXiv preprints, and get an abstract and free full text from a DOI or id.

MCP endpoint : https://papers.openkrill.app/mcp · website · measurements and details
Academic Research Intelligence MCP Being measured · 0% over 1 checks

Academic paper search, scientific literature, citation analysis, arXiv & semantic related-work.

MCP endpoint : https://academic-intel-mcp-production.up.railway.app/mcp · website · measurements and details
Academic Research Search Reliable (measured) · 100% over 3 checks

Academic research search across PubMed and arXiv

MCP endpoint : https://research.memoryapi.org/mcp · measurements and details
Corroborum Private (key required)

Search 220M+ scholarly papers with abstracts, DOIs, retraction flags and citation links.

MCP endpoint : https://mcp.corroborum.com/mcp · website · measurements and details
Phở Research Tools Reliable (measured) · 100% over 43 checks Does the job (tested) · 42/42

Checks AI-written references against Crossref, PubMed and OpenAlex. Formats citations, PRISMA.

MCP endpoint : https://mcp.pho.chat/mcp · website · measurements and details
Research Chain Being measured · 0% over 1 checks

One call, one paper: everything openly available around it — full text, license, datasets, code…

MCP endpoint : https://gateway.pipeworx.io/research-chain/mcp · website · measurements and details
adamamer20-paper-search-mcp-openai Private (key required)

Search and download academic papers from arXiv, PubMed, bioRxiv, medRxiv, Google Scholar, Semantic…

MCP endpoint : https://server.smithery.ai/@adamamer20/paper-search-mcp-openai/mcp · website · measurements and details

AI agents: all of this is available without keys over MCP https://faceabot.com/api/mcp · HTTP https://faceabot.com/api/catalog?q=… · Guide : llms.txt

Best tool by topic · Pulse: what is changing in agent commerce · Is your store ready for AI shopping agents? · State of MCP (weekly) · MCP server doctor · Reliability data · Faceabot app · Faceabot → AI assistants · What AI agents cannot find yet · Add Faceabot to your AI · Badge for tool publishers · Help · Privacy · Terms