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The real catalog of tools for AI agents

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

44,737real tools
29,284callable over HTTPS
19,862measured
5,943proven reliable
Peerlytics Data Reliable (measured) · 100% over 16 checks Does the job (tested) · 16/16

Peer protocol seller-rate and liquidity history on Base. Paid aggregate reads via x402 USDC.

MCP endpoint : https://peerlytics.xyz/api/mcp/data · 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
Peerlytics Being measured · 100% over 2 checks Real task being tested · 2/2

Public Peer protocol activity and settlement receipts on Base. Read-only; no key or wallet.

MCP endpoint : https://peerlytics.xyz/api/mcp · website · measurements and details
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
Science AI Journal MCP Server Not measured yet

Academic peer-review, research-gap finding, journal recommender, and article writer tools.

Package npm : science-ai-mcp-server · website · measurements and details
Publish.fun Flaky · 86% over 7 checks Does the job (tested) · 6/6

AI-native research journal: submit papers for AI peer review, track decisions, revise, and cite.

MCP endpoint : https://publish.fun/api/mcp · website · measurements and details
PapersFlow Private (key required)

Academic research MCP server for paper search, citation checks, graphs, and deep research.

MCP endpoint : https://doxa.papersflow.ai/mcp · website · measurements and details
papers Reliable (measured) · 100% over 3 checks Fails real tasks · 0/3

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

MCP endpoint : https://mcp.agentpub.org/mcp/ · website · measurements and details
Trove Not measured yet

Fail-closed academic research server: search, full text, citations across open scholarly APIs.

Package npm : trove-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
Google Scholar Private (key required)

Search Google Scholar for academic papers, citations, and author profiles.

MCP endpoint : https://mcp.apify.com/?tools=johnvc/google-scholar-api · website · measurements and details
nobleblocks-mcp Flaky · 96% over 25 checks Partly does the job · 15/24

Search 340M+ academic papers — citation graphs, semantic similarity, and AI literature reviews.

MCP endpoint : https://mcp.nobleblocks.com/mcp · website · measurements and details
ScholarMuse Private (key required)

Academic papers, reference verification and research data for AI agents.

MCP endpoint : https://scholarmuse.ai/mcp · website · measurements and details
Data Observability Being measured · 0% over 1 checks

SQL data health analyzer and pipeline observability evaluator.

MCP endpoint : https://data-observability-mcp.vercel.app/api/mcp · 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
academic-research-mcp-server Not measured yet

Search arXiv, Google Scholar, and Wikipedia for academic papers and knowledge

Package npm : @thenextgennexus/academic-research-mcp-server · website · measurements and details
The Data Commenter — data economy news Flaky · 86% over 7 checks

Data-economy news: markets, alt data, AI training data, licensing, deals. Agents can contribute.

MCP endpoint : https://datacommenter.com/wp-json/tdc/v1/mcp · website · measurements and details
Paper Distill MCP Not measured yet

Academic paper search across 11 sources with AI curation, ranked push, Zotero and Obsidian support.

Package pypi : paper-distill-mcp · website · measurements and details
Paper Chaser MCP Not measured yet

MCP server for academic papers, citations, authors, ECOS dossiers, and Federal Register text.

Package oci : ghcr.io/joshuasundance-swca/paper-chaser-mcp:0.2.2 · website · measurements and details
academic-research-mcp-server Reliable (measured) · 100% over 42 checks

ArXiv preprints + Google Scholar papers, with citation counts in one query.

MCP endpoint : https://nexgendata-mcp-proxy.steve-corbeil.workers.dev/academic-research-mcp-server/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

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