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Tools for Agents

toolsforagents.tools·API design, testing & docs

Tools for Agents is an orchestration and decision layer for AI agents. Its APIs recommend primary and fallback tools, estimate execution cost and latency, run dry-run probes, and execute workflows through MCP and REST for agent developers.

FreemiumWebCloud-managedAPI
TTools for Agents preview
Visit toolsforagents.tools↗
2stars
11features
2026since

Overview

11 features

In the API design, testing & docs space, Tools for Agents takes a focused approach. Choosing, planning, and executing reliable agent tools without manually coordinating disconnected APIs. It is built as a B2B product for AI agent developers and teams building agent workflows. A free plan is available. Tools for Agents is available on the web and API.

Tools for Agents first shipped in 2026. Development happens publicly on GitHub with 1 commit in the last 90 days. Among its 11 catalogued features are tool discovery, smart routing, and fallback chains. It exposes integrations via an MCP server and a public API.

Summary written by a language model from the project’s public pages.

  • ✓Tool discovery
  • ✓Smart routing
  • ✓Fallback chains
  • ✓Workflow planning
  • ✓Cost estimation
  • ✓Dry-run probes
  • ✓Latency timings
  • ✓MCP server
  • ✓REST API
  • ✓A2A skills
  • ✓Private GPU processing
Tags
agent-tool-routingworkflow-orchestrationapi-planningdry-run-testingmcp-server
AI capabilities
Structured
Inference: Cloud API

Built with & integrations

Hosting
Cloudflare
AI providers
anthropic
Connectors
MCPAPI
Runs on
BrowserCloud-managedAPI-only
Detected from
Cloudflare
cf-ray header · cf-cache-status header

Trust & compliance

Verified signals
✓HTTPS✓Privacy Policy✓Terms of Service✓Free tier✓GitHub · ★ 2✓Active maintenance
Legal
Privacy Policy →Terms of Service →

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed21 Aug · 03:45 UTC
    Tools for Agents verified against its public source
    Source: PulseGate · Open ↗

Frequently asked questions about Tools for Agents

What is Tools for Agents?
Choosing, planning, and executing reliable agent tools without manually coordinating disconnected APIs. It is catalogued under API design, testing & docs on PulseGate.
Who is Tools for Agents for?
Tools for Agents is a B2B product built for AI agent developers and teams building agent workflows.
Is Tools for Agents free?
Yes — there is a free tier, with paid plans for advanced use.
What platforms does Tools for Agents run on?
Tools for Agents runs on the web and API.
Is Tools for Agents still active?
The GitHub repository shows 1 commit in the last 90 days.
What projects are similar to Tools for Agents?
Similar projects tracked by PulseGate include agent-toolkit-cli, wise-agent-toolkit, and Agent Tool Protocol.agent-toolkit-cliwise-agent-toolkitAgent Tool Protocol
When did Tools for Agents launch?
Tools for Agents first shipped in 2026.
Is Tools for Agents open source?
Tools for Agents has a public GitHub repository.

At a glance

Pricing
Freemium · pricing page detected · free tier
Platforms
Api · Web
Languages
English
Open source
Yes · ★ 2
First seen
21 Aug 2026
Built for
AI agent developers and teams building agent workflows
Model
B2B
Solves
Choosing, planning, and executing reliable agent tools without manually coordinating disconnected APIs.

Registered as

GitHub
max124vip-dev/tools-for-agents

Developer

Max124vipdev
Solo developer
↗ GitHub

Open source

View on GitHub →
Stars
2
Forks
0
Open issues
0
Last commit
9 Aug 2026
Commits 90d
1
Contributors
1
Authorship
Solo
Default branch
main

Index record

Identity confidence
High · 94.4
Indexed
21 Aug 2026
Lifecycle
Alive
First seen
Aug 2026
Last seen
21 Aug 2026
Identity audit (13)
Slug
tools-for-agents-toolsforagents-tools
Lifecycle state recorded
21 Aug 2026
Verification state
Indexed for public listing
Listing state
Listed: yes
Index status
Included in index
Latest evidence snapshot
21 Aug 2026
Timeline basis
Indexed-at chronology (no inferred launch/funding milestones).
Name from
Derived from the project's own page and URL.
Category from
Assigned by a language model.
Summary from
Written by a language model from public pages.
Languages from
Detected by a language model, checked against the page's own declaration.
Last updated
21 Aug 2026
Canonical URL
https://toolsforagents.tools/

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Similar projects

Closest matches by what these projects do

  • AGagent-toolkit-clipypi.org
  • WIwise-agent-toolkitpypi.org
  • ATAgent Tool Protocolagenttoolprotocol.com
  • ATAI Toolstechhorizoncity.com