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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
20,091measured
7,492proven reliable
cwi-discovery-engine Reliable (measured) · 100% over 43 checks Does the job (tested) · 39/39

CWI Discovery Engine: 29-tool music catalog MCP — search, sync, Radio 365 live, chaining.

MCP endpoint : https://cwi-machine-data.hp-ace.workers.dev/mcp · website · measurements and details
opensearch-mcp Not measured yet

Search OpenSearch indices, manage documents, check health and stats.

Package npm : @mrfentmen/opensearch-mcp · website · measurements and details
mcp-elasticsearch Not measured yet

Read-only Elasticsearch/OpenSearch for AI agents — search, indices, mappings, count, health.

Package npm : @infoinlet/mcp-elasticsearch · website · measurements and details
crowdsentinel-mcp-server Not measured yet

AI threat hunting & incident response for Elasticsearch/OpenSearch with endpoint & network forensics

Package pypi : crowdsentinel-mcp-server · website · measurements and details
Execute catalog-engine-mcp Being measured · 0% over 1 checks

Premium agentic endpoint for catalog-engine-mcp.

MCP endpoint : https://api.m2mcent.com/catalog-engine-mcp/sse · measurements and details
Itunes Search Being measured · 0% over 1 checks

iTunes Search MCP — Apple's public catalog search

MCP endpoint : https://gateway.pipeworx.io/itunes-search/mcp · website · measurements and details
MCP Registry Search: Find, Discover & Install MCP Servers & Tools | Directory, Catalog, Marketplace Flaky · 80% over 5 checks Does the job (tested) · 4/4

MCP registry & directory: search, find & install 31k+ MCP servers & tools. Catalog and marketplace.

MCP endpoint : https://ai.mcpharbor.dev/mcp · website · measurements and details
mcp-server-malcolm Not measured yet

MCP server for Malcolm (Zeek/Suricata/Arkime/OpenSearch): threat-hunting access for AI agents

Package pypi : mcp-server-malcolm · website · measurements and details
mcp-catalog Being measured · 50% over 2 checks

Search MCP servers in the public mcp-catalog.ru directory.

MCP endpoint : https://mcp-catalog.ru/mcp · website · measurements and details
The Network Catalog (webGCP) Reliable (measured) · 100% over 4 checks Does the job (tested) · 4/4

Semantic search over The Network catalog (skills, agencies, roles) with signed webGCP provenance.

MCP endpoint : https://catalog.myparallel.dev/mcp · website · measurements and details
quran-search-engine-mcp Not measured yet

Quran Search Engine MCP for AI tools. Provides Quran search, Arabic normalization, and highlighting.

Package npm : quran-search-engine-mcp · website · measurements and details
JPFreeSoft Catalog Reliable (measured) · 100% over 18 checks Does the job (tested) · 18/18

Search Japanese software and AI tools; read recorded facts with source links. Read-only.

MCP endpoint : https://jpfreesoft.com/api/mcp/ · website · measurements and details
AirShelf Catalog Reliable (measured) · 100% over 44 checks Does the job (tested) · 43/43

Cross-vendor B2B catalog for AI agents: search, compare, find equivalents, request a quote.

MCP endpoint : https://mcp.airshelf.ai/mcp · measurements and details
Filtrous MCP Catalog Server Flaky · 88% over 8 checks Does the job (tested) · 7/7

Search Filtrous lab-filtration products by spec, get prices, and request quotes from your AI agent.

MCP endpoint : https://filtrous-mcp-catalog.filtrous.workers.dev/mcp · website · measurements and details
Book Search (Open Library) Reliable (measured) · 100% over 44 checks Does the job (tested) · 44/44

Search books and authors across Open Library, the Internet Archive open catalog.

MCP endpoint : https://invokera.com/r/book-search · website · measurements and details
NLP.COM.AI Open Model Catalog Reliable (measured) · 100% over 4 checks Does the job (tested) · 4/4

Search curated open-weight AI model releases, licenses, architectures, and primary sources.

MCP endpoint : https://nlp.com.ai/mcp · measurements and details
audioknihy.cz Catalog Flaky · 89% over 9 checks Fails real tasks · 0/8

Czech audiobook catalog MCP server. Search 12 000+ titles + compare prices across 5 partners.

MCP endpoint : https://audioknihy.cz/api/mcp · website · measurements and details
CatalogEngine Being measured · 0% over 1 checks

E-commerce inventory and catalog data structuring tool.

MCP endpoint : https://catalog-engine-mcp.vercel.app/api/mcp · measurements and details
tgden — Telegram catalog & search Reliable (measured) · 100% over 43 checks

Search 1.2M+ Telegram channels, 245k+ chats, 160k+ bots — no account, no key, no install.

MCP endpoint : https://tgden.com/api/mcp · website · measurements and details
Alfanous - Quranic Search Engine Not measured yet

Search and explore the Holy Qur'an with Arabic text, transliteration, and advanced search support.

Package pypi : alfanous3-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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