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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
KIRHA Search Reliable (measured) · 100% over 17 checks Does the job (tested) · 17/17

The right context at the right time, from the world's leading data providers. One API. 800+ tools.

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

MDN Search MCP

MCP endpoint : https://gateway.pipeworx.io/mdn-search/mcp · website · measurements and details
Patent Search Reliable (measured) · 100% over 3 checks

Patent search and company IP portfolio data

MCP endpoint : https://patent.memoryapi.org/mcp · measurements and details
Google_search_console Being measured · 0% over 1 checks

Google Search Console MCP Pack

MCP endpoint : https://gateway.pipeworx.io/google_search_console/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
JPFreeSoft Catalog Reliable (measured) · 100% over 17 checks Does the job (tested) · 17/17

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
MCP Harbor Search Reliable (measured) · 100% over 8 checks Does the job (tested) · 8/8

Search and discover MCP servers and agent tools listed in the MCP Harbor directory.

MCP endpoint : https://mcpharbor.app/mcp · website · measurements and details
search-mcp Flaky · 89% over 9 checks

Web search and clean-text page fetch for AI agents, with SSRF protection.

MCP endpoint : https://search.ioconnex.dev/mcp · website · measurements and details
Parallel Search MCP Private (key required)

The best web search for your AI Agent

MCP endpoint : https://search-mcp.parallel.ai/mcp · website · measurements and details
ScrapeMole Search Reliable (measured) · 100% over 20 checks Fails real tasks · 0/20

Pay-per-call x402 web search results, news search and search autocomplete suggestions for agents.

MCP endpoint : https://search.scrapemole.workers.dev/mcp · website · 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
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
Airweave Search Private (key required)

MCP server for searching Airweave collections with natural language queries.

MCP endpoint : https://mcp.airweave.ai/mcp · website · measurements and details
GoAI Moat Google Search Being measured · 0% over 2 checks

Google web and news search for AI agents.

MCP endpoint : https://search.mcp.goaimoat.com/mcp · website · measurements and details
Componecat Private (key required)

Software component catalog: search your org's services, docs, APIs, dependencies, and ownership.

MCP endpoint : https://app.componecat.ai/api/mcp · website · measurements and details
Web Search API Being measured · 0% over 2 checks

Web search returning structured results — titles, URLs, snippets. x402 micropayment.

MCP endpoint : https://web-search.api.klymax402.com/mcp · website · measurements and details
AIsa Web Search & Research Private (key required)

Web search and page extraction across several independent search providers.

MCP endpoint : https://mcp.aisa.one/search/mcp · website · measurements and details
OpenHeritage Public Search Being measured · 0% over 1 checks

Read-only OpenHeritage search for genealogy and cultural heritage records.

MCP endpoint : https://openheritage.online/mcp · website · measurements and details
Brave Search Being measured · 0% over 1 checks

Brave Search MCP — independent web index (no Google/Bing dependency)

MCP endpoint : https://gateway.pipeworx.io/brave-search/mcp · website · measurements and details
Search Query Length Not measured yet

Count characters in a search query. Query discarded.

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/search-query-len/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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