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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
19,913measured
6,428proven reliable
Agile Today Being measured · 100% over 2 checks Real task being tested · 2/2

Project management methodology graph: route planning, stage-gate decisions and plan checks.

MCP endpoint : https://agile-today.org/api/mcp?src=mcp-registry · website · measurements and details
Branching Inquiry Being measured · 0% over 1 checks

Public MCP for P001 agent discovery and aggregate participation status.

MCP endpoint : https://branching-inquiry.brainy-lake-9197.chatgpt.site/api/v1/mcp · website · measurements and details
jeda-ai Reliable (measured) · 100% over 44 checks

Visual AI for strategic thinking — SWOT, flowcharts, mindmaps, Gantt diagrams as polished SVG.

MCP endpoint : https://mcp.jeda.ai/mcp · website · measurements and details
Diagrams MCP Being measured · 0% over 1 checks

Generate cloud architecture diagrams, flowcharts, and sequence diagrams.

MCP endpoint : https://diagrams-mcp-production.up.railway.app/mcp · website · measurements and details
AI Flowchart Reliable (measured) · 100% over 3 checks

Create flowcharts, mind maps, sequence/ER/UML diagrams and charts as editable, presentable boards.

MCP endpoint : https://mcp.aiflowchart.io/mcp · website · measurements and details
MAXential-Thinking-MCP Not measured yet

11 focused tools for structured thinking, branching, revision, and navigation.

Package npm : @bam-devcrew/maxential-thinking-mcp · website · measurements and details
Multi-Bridge Being measured · 0% over 1 checks

Cross-chain pathfinder and bridge routing optimization using Li.Fi.

MCP endpoint : https://multi-bridge-mcp.vercel.app/api/mcp · measurements and details
Grovs Private (key required)

Manage deep links, attribution, analytics, and campaigns on Grovs — open-source Branch alternative.

MCP endpoint : https://mcp.grovs.io/mcp · website · measurements and details
Release Branch Planner Being measured · 0% over 1 checks

Select a branch for a release

MCP endpoint : https://openings-vote-drilling-initially.trycloudflare.com/mcp/release-branch-planner · measurements and details
ExcaliClaw Private (key required)

Create, edit and organize hand-drawn diagrams (flowcharts, ER, architecture) from any AI agent.

MCP endpoint : https://excaliclaw.com/mcp · website · measurements and details
doctree-mcp Not measured yet

BM25 search + tree navigation over markdown docs for AI agents. No embeddings, no LLM calls.

Package npm : doctree-mcp · website · measurements and details
Canvs Being measured · 0% over 1 checks

AI-powered diagrams, mind maps, flowcharts on a free unlimited collaborative whiteboard

MCP endpoint : https://app.canvs.io/mcp · website · measurements and details
PlanetScale Private (key required)

Connect to PlanetScale databases, branches, schema, query insights, and execute SQL

MCP endpoint : https://mcp.pscale.dev/mcp/planetscale · website · measurements and details
giteasy Flaky · 67% over 3 checks

Plain-English git via MCP: 22 tools to branch, commit, push, and tag. No git jargon.

MCP endpoint : https://giteasy-mcp.azurewebsites.net/mcp · website · measurements and details
navigation-toolkit Not measured yet

Precision aviation flight planning (VFR, METAR/TAF weather, WGS84 routing) and road trip logistics

MCP endpoint : https://mcp-servers.bh.tkllabs.io:9780/navigation-mcp · website · measurements and details
Branch Docs Being measured · 0% over 1 checks

Access and search Branch's official API documentation directly within any AI agent or client.

MCP endpoint : https://docs.branchapp.com/mcp · measurements and details
DealFilter Private (key required)

AI deal pipeline for IT freelancers in DACH: analyze, list and manage project inquiries.

MCP endpoint : https://dealfilter.ai/api/mcp · website · measurements and details
ARBITER Flaky · 96% over 23 checks

Decision arbitration, action routing, workflow control, deployment remediation, persistent memory.

MCP endpoint : https://api.grip.fyi/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
Compteam Flaky · 83% over 6 checks Fails real tasks · 0/5

Find BJJ clubs, branch details, classes, plans, and prices; manage attendance and trial inquiries.

MCP endpoint : https://api.compteam.io/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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