Tools for Agents MCP Server

Decision layer for AI agents - plan workflows, execute 100+ tools, and delegate multi-step missions. It is available as a remote MCP endpoint.

Teams that want a hosted AI & ML endpoint instead of running a local process. The project is written in Python.

VERIFIED ACTIVE

LAST COMMIT 2026-08-09 · ★ 2 · #91 OF 95 MAINTAINED AI & ML · VERIFIED 2026-08-25

NOASSERTION · Python servers · how we verify → /methodology

01 · Install Tools for Agents

before you install - you'll need

The README does not document required environment variables for a basic install.

Claude Code

claude mcp add max124vip-dev-tools-for-agents --transport http https://api.toolsforagents.tools/mcp

Claude Desktop / Cursor / VS Code - add to config

{
  "mcpServers": {
    "max124vip-dev-tools-for-agents": {
      "url": "https://api.toolsforagents.tools/mcp"
    }
  }
}

Same JSON for Cursor. For VS Code, rename the top-level key from `mcpServers` to `servers`.

Using another client? Same JSON, different key

Claude Desktop · mcpServers

Cursor · mcpServers

VS Code · servers

Windsurf · mcpServers

Zed · context_servers

Cline · mcpServers

Roo Code · mcpServers

Continue · mcpServers

LibreChat · mcpServers

Gemini CLI · mcpServers

Codex CLI · mcp_servers

Full setup guides: every client.

02 · Evidence

https://api.toolsforagents.tools/mcp

transport: streamable-http

endpoint alive - responded to MCP initialize · probed 2026-08-25

Security posture

What to check before giving this server access to your agent - from the registry, GitHub, and our own probes. We don't score safety; we show what's verifiable.

runs as remote - your agent's requests go to api.toolsforagents.tools

endpoint auth accepted our unauthenticated MCP initialize - no credentials needed to connect

repo age created 2026-07-25 - young repo, little track record yet

license no standard license detected - usage rights unclear; check the repo before commercial use

registry namespace io.github.max124vip-dev is GitHub-verified and matches the repo owner

03 · Who maintains Tools for Agents

Tools for Agents is maintained by max124vip-dev. It's the only MCP server we track from this author; the repo dates to Jul 2026.

04 · Facts

repository: github.com/max124vip-dev/tools-for-agents
website: https://toolsforagents.tools/
category: AI & ML - ranked #91 of 95 actively-maintained AI & ML servers as of 2026-08-25.
registry: io.github.max124vip-dev/tools-for-agents (active, first published 2026-07-25)

05 · Tools for Agents FAQ

What is Tools for Agents?

Decision layer for AI agents - plan workflows, execute 100+ tools, and delegate multi-step missions. It is available as a remote MCP endpoint.

Is Tools for Agents still maintained?

Yes - as of 2026-08-25, its last commit was 2026-08-09. We re-verify nightly.

How do I install Tools for Agents?

Run `claude mcp add max124vip-dev-tools-for-agents --transport http https://api.toolsforagents.tools/mcp`. The README does not document required environment variables for a basic install. You can also paste the ready-made client config above.

Does Tools for Agents require authentication?

No - the endpoint accepted our unauthenticated MCP initialize when probed on 2026-08-25; you can connect without credentials.

06 · Alternatives to Tools for Agents

Alternatives to Tools for Agents

Maintained AI & ML servers if Tools for Agents isn't the fit.

Pairs well with

Servers that cover what Tools for Agents doesn't - only shown when the pairing reason fits the companion.

More AI & ML MCP servers · Metrillm · Ollama Handoff · Claude Prompts MCP · Grantex

More Python MCP servers · Orcaslicer MCP · Compartment · Synap Memory · Maximo Enterprise MCP · Cities2 MCP and Modding Toolkit · see all