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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
GoCDKeys Reliable (measured) · 96% over 27 checks

Game prices across verified stores, with price history and a buy-now-or-wait verdict.

MCP endpoint : https://gocdkeys.com/agent/mcp · website · measurements and details
gitlab Not measured yet

Manage projects, groups, branches, merge requests, and CI/CD pipelines

Package pypi : mcparmory-gitlab · website · measurements and details
circleci Not measured yet

Manage CI/CD pipelines, workflows, and job metrics across projects

Package pypi : mcparmory-circleci · website · measurements and details
gitlab-ci-mcp Not measured yet

GitLab CI/CD MCP — pipelines, jobs, schedules, MRs, files. Any GitLab (SaaS or self-hosted).

Package pypi : gitlab-ci-mcp · website · measurements and details
govtoolspro-mcp-server Not measured yet

Workflow tools for federal contractors: go/no-go scoring, incumbent intel, recompete, NECO.

Package npm : govtoolspro-mcp-server · website · measurements and details
CLIO Jarvis Not measured yet

JARVIS-CD MCP with a compact user pipeline contract and explicit admin compatibility profiles

Package pypi : clio-kit · website · measurements and details
teamcity Not measured yet

MCP server exposing JetBrains TeamCity CI/CD workflows to AI coding assistants

Package npm : @daghis/teamcity-mcp · website · measurements and details
CICD AIops Not measured yet

Governed self-managed GitLab + Gitea CI/CD ops: pipelines, runners, artifacts, RCA. 28 tools.

Package pypi : cicd-aiops · website · measurements and details
junai Pipeline MCP Not measured yet

Agentic pipeline orchestration MCP server for AI-driven development workflows.

Package pypi : junai-mcp · website · measurements and details
BrainFlow Private (key required)

AI-powered ticket triage and workflow automation

MCP endpoint : https://alpichack-3c740d01.alpic.live · measurements and details
spinnaker-mcp Not measured yet

MCP server exposing Spinnaker CD platform via Gate API for pipeline and deployment management

Package npm : spinnaker-mcp · website · measurements and details
Typenode Private (key required)

Build, manage, and run AI workflow automations with Typenode.

MCP endpoint : https://mcp.typenode.ai/mcp · website · measurements and details
Joy Trust Network Being measured · 100% over 2 checks

Trust infrastructure for AI agents. Portable reputation (JTS 0-5), agent discovery, vouching.

MCP endpoint : https://joy-connect.fly.dev/mcp · website · measurements and details
Tallyfy Workflow Automation Private (key required)

Automate tasks, processes, and approvals with AI.

MCP endpoint : https://mcp.tallyfy.com/ · website · measurements and details
atlas-pipeline Not measured yet

7-stage AI pipeline MCP server: Intent→Context→Git→Decompose→Variants→Critique→Optimize

Package npm : atlas-pipeline-mcp · website · measurements and details
Automation Weaver Being measured · 0% over 1 checks

No-code workflow visualizer and automation blueprint builder.

MCP endpoint : https://automation-weaver-mcp.vercel.app/api/mcp · measurements and details
Soxoa Automation Planner Reliable (measured) · 100% over 42 checks Does the job (tested) · 42/42

Estimate illustrative automation ROI and rank recurring workflows to automate. Read-only, no auth.

MCP endpoint : https://soxoa.com/mcp · website · measurements and details
ISO country CD Being measured · 100% over 2 checks

Public ISO 3166-1 record for CD.

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-cd/mcp · website · measurements and details
Wiv Private (key required)

Automate FinOps workflows, cases, and cloud ops via the Wiv Workflow API.

MCP endpoint : https://mcp.wiv.ai/mcp · website · measurements and details
Nits to cd/m2, number discarded Not measured yet

Nits to cd/m2, number discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/nit-cd/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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