Agent Toolbelt MCP

Agent Toolbelt

Stock research tools for AI agents. Live financial data + Claude-synthesized analysis, served as 7 focused tools — not raw OHLCV. Plus 20 utility tools for the rest of an agent's work.

Production API: https://www.agenttoolbelt.live

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Quickstart

# Get a free API key (1,000 calls/month, no credit card)
curl -X POST 'https://www.agenttoolbelt.live/api/clients/register' \
  -H "Content-Type: application/json" \
  -d '{"email": "you@example.com"}'

# Generate a Motley Fool-style investment thesis for any ticker
curl -X POST https://www.agenttoolbelt.live/api/tools/stock-thesis \
  -H "Authorization: Bearer atb_YOUR_KEY" \
  -H "Content-Type: application/json" \
  -d '{"ticker": "NVDA", "timeHorizon": "3-5 years"}'

Returns: bullish/neutral/bearish verdict, thesis paragraphs, key strengths, key risks, valuation read, insider read, analyst consensus read, and what to watch in the next earnings report.

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Stock research tools (7)

LLM-synthesized analysis on top of live financial data from Polygon.io, Finnhub, and Financial Modeling Prep.

Tool	What it does	Price
stock-thesis	Full Motley Fool-style investment thesis: verdict + thesis paragraphs + strengths + risks + valuation read	$0.05/call
earnings-analysis	EPS beat/miss history, revenue trend, long-term earnings consistency read, upcoming earnings date	$0.05/call
insider-signal	Form 4 interpretation — distinguishes meaningful open-market purchases from routine sales/awards. Signal strength + confidence	$0.05/call
valuation-snapshot	P/E, P/S, EV/EBITDA, FCF yield, ROE, margins → cheap/fair/expensive verdict + specific buy zone	$0.05/call
bear-vs-bull	Steelmanned 3-bull / 3-bear case with specific data, net verdict, key debate question	$0.05/call
compare-stocks	Head-to-head comparison of 2-3 tickers. Winner + per-ticker strengths/concerns + ifYouValue map (growth / value / quality)	$0.05/call
moat-analysis	Buffett-style competitive moat assessment (brand / switching costs / network / scale / IP / cost). Wide/narrow/none + durability	$0.05/call

Every stock tool returns a dataSources block with fetchedAt + per-source success flags so you know exactly what data backed the analysis.

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Utility tools (20)

Common agent infrastructure. Rule-based tools billed at $0.0001–$0.001/call; LLM-powered tools at $0.005–$0.10/call.

Tool	What it does	Price
text-extractor	Extract emails, URLs, phones, dates, currencies, addresses, names from text	$0.0005/call
token-counter	Count tokens across 15 LLM models with cost estimates	$0.0001/call
schema-generator	JSON Schema / TypeScript / Zod validator from plain English	$0.001/call
csv-to-json	CSV to typed JSON with auto delimiter and type casting	$0.0005/call
markdown-converter	HTML ↔ Markdown conversion	$0.0005/call
url-metadata	Title, OG tags, favicon, author from any URL	$0.001/call
web-summarizer	Fetch + summarize a URL with key points	$0.02/call
regex-builder	Natural language → regex with JS/Python/TS snippets	$0.0005/call
cron-builder	Schedule description → cron expression with next-run preview	$0.0005/call
address-normalizer	US address → USPS format with component parsing	$0.0005/call
color-palette	Color palettes with WCAG scores and CSS vars	$0.0005/call
brand-kit	Full brand kit — colors, typography, CSS/Tailwind tokens	$0.001/call
image-metadata-stripper	Strip EXIF/GPS/IPTC/XMP metadata for privacy	$0.001/call
meeting-action-items	Action items, decisions, summary from meeting notes	$0.05/call
prompt-optimizer	Score and rewrite LLM prompts	$0.05/call
document-comparator	Semantic diff between two document versions	$0.05/call
contract-clause-extractor	Key clauses + risk flags from contracts	$0.10/call
api-response-mocker	Realistic mock data from a JSON Schema	$0.0005/call
dependency-auditor	CVE scan for npm/PyPI packages via OSV database	$0.005/call
context-window-packer	Pack content into a token budget for LLM context	$0.001/call

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Do you know what your agent is actually calling?

You wired up the tools. Once the agent is running, though, you have no visibility into which ones it calls or what it passes to them. I also built Cordon for this. It sits in front of any MCP server and logs every call. You can write rules to block the ones you don't want touching production.

getcordon.com — npx @getcordon/cli init

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npm SDK + LangChain

npm install agent-toolbelt

Typed client

import { AgentToolbelt } from "agent-toolbelt";

const client = new AgentToolbelt({ apiKey: process.env.AGENT_TOOLBELT_KEY! });

// Stock research
const thesis = await client.stockThesis({ ticker: "NVDA", timeHorizon: "3-5 years" });
const moat = await client.moatAnalysis({ ticker: "AAPL" });
const compare = await client.compareStocks({ tickers: ["NVDA", "AMD"] });

// Utility
const tokens = await client.tokenCounter({ text: myDocument });
const contacts = await client.textExtractor({
  text: emailBody,
  extractors: ["emails", "phone_numbers", "addresses"],
});

LangChain integration

import { AgentToolbelt } from "agent-toolbelt";
import { createLangChainTools } from "agent-toolbelt/langchain";
import { createReactAgent } from "@langchain/langgraph/prebuilt";
import { ChatOpenAI } from "@langchain/openai";

const client = new AgentToolbelt({ apiKey: process.env.AGENT_TOOLBELT_KEY! });
const tools = createLangChainTools(client); // 27 ready-to-use DynamicStructuredTools

const agent = createReactAgent({
  llm: new ChatOpenAI({ model: "gpt-4o" }),
  tools,
});

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Claude MCP

Use the stock research tools (and the rest of the toolbelt) directly inside Claude Desktop or Claude Code via the agent-toolbelt-mcp package.

Claude Desktop — add to claude_desktop_config.json:

{
  "mcpServers": {
    "agent-toolbelt": {
      "command": "npx",
      "args": ["-y", "agent-toolbelt-mcp"],
      "env": {
        "AGENT_TOOLBELT_KEY": "atb_your_key_here"
      }
    }
  }
}

Claude Code — one command:

claude mcp add agent-toolbelt -e AGENT_TOOLBELT_KEY=atb_your_key_here -- npx -y agent-toolbelt-mcp

Once installed, ask Claude things like "Give me a full analysis of NVDA — thesis, earnings quality, insider activity, and whether it's cheap right now" and it'll call the tools in parallel.

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Discover tools programmatically

Agents can auto-discover all 27 tools at runtime:

curl https://www.agenttoolbelt.live/api/tools/catalog

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Pricing

Tier	Price	Monthly calls	Rate limit
Free	$0/mo	1,000	10/min
PAYG	prepaid credits	unlimited	60/min
Starter	$29/mo	50,000	60/min
Pro	$99/mo	500,000	300/min
Enterprise	Custom	5,000,000	1,000/min

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Integrations

• npm SDK — npm install agent-toolbelt — typed client + LangChain tools
• MCP — npx -y agent-toolbelt-mcp — works with Claude Desktop and Claude Code
• OpenAI GPT Actions — OpenAPI spec at /openapi/openapi-gpt-actions.json
• RapidAPI — listed on the RapidAPI marketplace
• Smithery, Glama, PulseMCP, MCP registry — discoverable in MCP directories

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Going to production

When the agent moves out of dev, a new set of questions shows up. What did it call last night? What arguments did it pass? Who approved the destructive one?

Cordon is an MCP gateway that sits in front of servers like this one. Point your client at Cordon instead of directly at Agent Toolbelt; Cordon forwards every call through and adds:

• A real-time audit log of every tool invocation (name, arguments, response, latency)
• Per-API-key policy: which tools each caller can use, under what conditions
• Slack-based human approvals for tool calls you've flagged as high-risk

From the agent's perspective nothing changes — same tools, same schemas. Free tier covers 1,000 events/month.

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License

MIT