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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
19,924measured
6,554proven reliable
Context Relay Reliable (measured) · 100% over 41 checks Does the job (tested) · 41/41

Compact, citation-verifiable public web context for AI agents, paid per use with x402.

MCP endpoint : https://context-relay.contextrelay.workers.dev/mcp · website · measurements and details
useVyre Context Not measured yet

useVyre component context for AI agents — valid props, variants, anti-patterns, and design tokens.

Package npm : @usevyre/mcp-server · website · measurements and details
Dayze — Life Context Being measured · 0% over 2 checks

Life context for agents: get_context_pack + public notable packs. x402 + OAuth.

MCP endpoint : https://dayze.com/api/mcp · website · measurements and details
Context Link Flaky · 89% over 9 checks

One semantic search across your sites, Drive, Notion, email, files and Basecamp.

MCP endpoint : https://www.context-link.ai/mcp · website · measurements and details
Words in Context Flaky · 92% over 13 checks Does the job (tested) · 12/12

Words-in-context vocabulary practice questions with distractor explanations.

MCP endpoint : https://words-in-context.gumballtools.com/api/mcp · website · measurements and details
Maha Context Review Flaky · 86% over 7 checks

Reduce supplied context and check caller-declared, source-specific exact evidence retention.

MCP endpoint : https://www.mahastrategies.com/api/mcp/context-review?channel=registry · website · measurements and details
Execute context-deduplicator-oracle-mcp Being measured · 0% over 1 checks

Premium agentic endpoint for context-deduplicator-oracle-mcp.

MCP endpoint : https://api.m2mcent.com/context-deduplicator-oracle-mcp/sse · measurements and details
Phoenix operational_context unpaid canary Reliable (measured) · 100% over 42 checks

Unpaid qualification-gated operational_context canary. Staging data. No wallet.

MCP endpoint : https://phoenix-collective-os-isolated-validation-phoenix-collective.vercel.app/api/mcp/operational-context/mcp · website · measurements and details
Contexter Private (key required)

Share one project context across ChatGPT, Claude, Telegram and any MCP client.

MCP endpoint : https://contexterai.com/mcp · website · measurements and details
Context Awesome Flaky · 86% over 7 checks

MCP server for accessing curated awesome list documentation

MCP endpoint : https://www.context-awesome.com/api/mcp · website · measurements and details
Execute context-targeting-oracle-mcp Being measured · 0% over 1 checks

Premium agentic endpoint for context-targeting-oracle-mcp.

MCP endpoint : https://api.m2mcent.com/context-targeting-oracle-mcp/sse · measurements and details
The Context Company Private (key required)

AI agent observability for production traces, natural-language insights, and improvement loops.

MCP endpoint : https://api.thecontext.company/mcp · website · measurements and details
Execute context-window-optimizer-mcp Being measured · 0% over 1 checks

Premium agentic endpoint for context-window-optimizer-mcp.

MCP endpoint : https://api.m2mcent.com/context-window-optimizer-mcp/sse · measurements and details
Context OS Private (key required)

Workspace knowledge bases agents ingest, search, and query over MCP.

MCP endpoint : https://app.contextlm.top/api/v1/mcp · website · measurements and details
Context Book Being measured · 0% over 1 checks

Stop re-explaining yourself to Agents. Give it the right context, right when needed.

MCP endpoint : https://context-book-mcp-production.up.railway.app · website · measurements and details
Merchant Context Reliable (measured) · 100% over 24 checks Does the job (tested) · 24/24

Sourced, verdict-labelled records for licensed home-service contractors in Pinellas County, FL

MCP endpoint : https://merchantcontext.com/mcp · website · measurements and details
Merchant Context Flaky · 96% over 23 checks Does the job (tested) · 22/22

Resolve sourced merchant facts and safe actions before an agent acts.

MCP endpoint : https://api.merchant.atomandbits.com/mcp · website · measurements and details
AI Context Flow Private (key required)

Universal memory for AI agents and tools. Save, organize and search context anywhere.

MCP endpoint : https://app.plurality.network/mcp · website · measurements and details
Execute context-window-overflow-router-mcp Being measured · 0% over 1 checks

Premium agentic endpoint for context-window-overflow-router-mcp.

MCP endpoint : https://api.m2mcent.com/context-window-overflow-router-mcp/sse · measurements and details
FairMind Project Context Private (key required)

Project memory for coding agents: requirements, decisions, code graph and delivery telemetry.

MCP endpoint : https://project-context.fairmind.ai/mcp/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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