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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
paper-finder-student-mcp Not measured yet

Search scholarly papers, find open access copies and related work through OpenAlex. No key needed.

Package npm : paper-finder-student-mcp · website · measurements and details
Razi Document Tools Reliable (measured) · 100% over 7 checks

Document processing over MCP: merge, split and compress PDFs, run OCR, extract document text.

MCP endpoint : https://www.razi.pro/api/mcp/documents · website · measurements and details
Algorithm Finder Being measured · 0% over 1 checks

Algorithm Finder MCP — which algorithm, data structure or technique fits a computational problem…

MCP endpoint : https://gateway.pipeworx.io/algorithm-finder/mcp · website · measurements and details
document-scanner Not measured yet

Finds PII and credentials in PDFs, screenshots and scanned documents

Package npm : @guardbee/mcp-document-scanner · website · measurements and details
Execute document-layout-analyzer-mcp Being measured · 0% over 1 checks

Premium agentic endpoint for document-layout-analyzer-mcp.

MCP endpoint : https://api.m2mcent.com/document-layout-analyzer-mcp/sse · measurements and details
Docu-Scan MCP Private (key required)

PDF and document extraction via Google Document AI. Free trial available.

MCP endpoint : https://docu-scan.spocont.com/api/document-scan/mcp · website · measurements and details
Peer Research Papers MCP Private (key required)

Scholarly literature search across nine sources

MCP endpoint : https://mcp.nexlab.net/mcp/peer-research-papers · website · measurements and details
Grant Finder Being measured · 0% over 1 checks

Grants.gov search and USAspending grant data. 4 MCP tools for grant discovery.

MCP endpoint : https://grant-finder-mcp.apify.actor/mcp · website · measurements and details
Execute aliexpress-dropship-finder-mcp Being measured · 0% over 1 checks

Premium agentic endpoint for aliexpress-dropship-finder-mcp.

MCP endpoint : https://api.m2mcent.com/aliexpress-dropship-finder-mcp/sse · measurements and details
GMaps Lead Finder Reliable (measured) · 96% over 27 checks

Scrape Google Maps business leads, reviews, and photos via hosted Remote MCP.

MCP endpoint : https://gmapsleadfinder.com/mcp · website · measurements and details
MCP Finder Being measured · 0% over 1 checks

Find the right MCP server for your task. 4,500+ servers ranked by community trust.

MCP endpoint : https://api.rhdxm.com/mcp/ · measurements and details
Common Paper Private (key required)

Create, send, negotiate, sign, and track contracts with Common Paper.

MCP endpoint : https://api.commonpaper.com/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
Fiveable for AP Students Being measured · 100% over 2 checks Real task being tested · 2/2

AP study content, practice, FRQ feedback, progress, plans, and student tools for AI apps.

MCP endpoint : https://fiveable.me/api/mcp · 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
The Student Life docs Reliable (measured) · 100% over 14 checks Fails real tasks · 0/14

Search and read city guides, student blog guides, the FAQ, pricing and policies.

MCP endpoint : https://jointhestudentlife.com/mcp/docs · website · measurements and details
Paper Lantern Private (key required)

Research intelligence for AI coding agents. 2M+ CS papers with evidence and tradeoffs.

MCP endpoint : https://mcp.paperlantern.ai/chat/mcp · website · measurements and details
UniAffitti Room Finder Flaky · 92% over 12 checks Fails real tasks · 0/11

Find, rank, and compare student rooms from UniAffitti public listings.

MCP endpoint : https://www.uniaffitti.com/mcp/ · measurements and details
PDF to Markdown & Document Parser Private (key required)

Convert PDF, Word, Excel and scanned documents to Markdown, tables and RAG chunks. OCR.

MCP endpoint : https://mcp.apify.com/?tools=fguiraud/document-to-markdown-tables · website · measurements and details
Germandex Student Guides Flaky · 86% over 7 checks Does the job (tested) · 6/6

Read-only student guides to Germany: ten cities, housing, banking, jobs and everyday life.

MCP endpoint : https://germandex.com/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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