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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
19,897measured
6,296proven reliable
mcp Reliable (measured) · 100% over 43 checks

Provides read access to your GKE and Kubernetes resources.

MCP endpoint : https://container.googleapis.com/mcp · measurements and details
Contribution Exchange Flaky · 96% over 26 checks Does the job (tested) · 25/25

Contribution Exchange MCP: domain discovery, policies, preflight, proposals, and signals.

MCP endpoint : https://signalaf.com/api/exchange/mcp · website · measurements and details
vg-resource-mcp Not measured yet

Search and download sprites, models, textures, and sounds from VG Resource.

Package npm : @mrfentmen/vg-resource-mcp · website · measurements and details
webforJ MCP Server Flaky · 80% over 5 checks

WebforJ's MCP server, provides tools, resources, prompts for scaffolding and developing webforJ apps

MCP endpoint : https://mcp.webforj.com/mcp · measurements and details
Cotribute MCP Private (key required)

Connect AI agents to financial institution origination, analytics, and compliance workflows.

MCP endpoint : https://mcp.cotribute.co · website · measurements and details
zooidfund Flaky · 96% over 24 checks

MCP server for AI agents to discover campaigns by humans and donate USDC directly on Base.

MCP endpoint : https://fcefnmdlggldmfusydix.supabase.co/functions/v1/mcp · measurements and details
Resource Guru MCP Not measured yet

Operate Resource Guru from your AI agent via MCP.

Package mcpb : https://github.com/Servosity/msp-skills/releases/download/resourceguru-v0.1.4/resourceguru-mcp.mcpb · website · measurements and details
Genvernium Public Discovery Reliable (measured) · 100% over 18 checks Does the job (tested) · 18/18

Public read-only MCP server for Genvernium product and developer resources.

MCP endpoint : https://genvernium.com/mcp · website · measurements and details
Eldercare Resource Planning MCP Server Being measured · 0% over 1 checks

Evaluates Medicaid long-term care eligibility and spend-down rules for all 50 US states.

MCP endpoint : https://mcp.eldercareresourceplanning.org/sse · measurements and details
mcp Being measured · 0% over 2 checks

Create, manage, and query your Google Cloud SQL resources.

MCP endpoint : https://sqladmin.googleapis.com/mcp · measurements and details
nope-mcp — Open Educational Resources search Being measured · 100% over 2 checks Real task being tested · 2/2

Search German open educational resources (OER) via AMB/schema.org metadata, open licenses only.

MCP endpoint : https://mcp.edufeed.org/mcp · website · measurements and details
Angels for Agents Funding Flaky · 92% over 13 checks Does the job (tested) · 12/12

Discover AFA funding and venture resources, validate pitches, and report grant milestones.

MCP endpoint : https://angelsforagents.com/api/v1/mcp · website · measurements and details
raisely Being measured · 100% over 2 checks

Read campaigns, donations, profiles and supporters; record offline donations and upsert users.

MCP endpoint : https://raisely.usefulapi.io/mcp · website · measurements and details
IT Glue MCP Not measured yet

Every IT Glue resource, plus an offline SQLite mirror, fleet-wide cross-resource search, and

Package mcpb : https://github.com/Servosity/msp-skills/releases/download/itglue-v0.1.4/itglue-mcp.mcpb · website · measurements and details
mcp Reliable (measured) · 100% over 43 checks

Interact with your Google Bigtable resources using natural language commands.

MCP endpoint : https://bigtableadmin.googleapis.com/mcp · measurements and details
RPScripts FiveM Developer Flaky · 83% over 6 checks Does the job (tested) · 5/5

FiveM dev tools: find resources, check compatibility, validate Lua and server.cfg, generate jobs

MCP endpoint : https://rpscripts.net/mcp · website · measurements and details
Localization Resource Integrity Reliable (measured) · 100% over 43 checks

Checks the structural integrity of translated resource dictionaries against a source dictionary y...

MCP endpoint : https://mcp-factory.bowling-anthony.workers.dev/localization-resource-integrity/mcp · website · measurements and details
mcp-server Not measured yet

Manage Upstash databases and resources through the Upstash Developer API.

Package npm : @upstash/mcp-server · website · measurements and details
Neuronto ARD Registry: Agentic Resource Discovery (ARD) Index Flaky · 94% over 18 checks Partly does the job · 14/17

Neuronto ARD Registry: one search across every public ARD registry + 200,000+ verified MCP tools

MCP endpoint : https://neuronto.com/mcp · website · measurements and details
Solapur Software Developers Registry Being measured · 0% over 1 checks

Public read-only MCP HTTP gateway for the Solapur software developers registry.

MCP endpoint : https://solapursoftwaredevelopers.dominal.in/api/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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