Financial Modeling Prep (fmpsdk) vs Toolcall
A side-by-side look at the Financial Modeling Prep (fmpsdk) and Toolcall MCP servers: transport, auth, tools, quality signals, and the config to install either one in Claude, Cursor, Windsurf or VS Code.
Verdict: choose Financial Modeling Prep (fmpsdk) for finance & fintech work as a local process; choose Toolcall for finance & fintech over a hosted endpoint. You can also run both side by side in one mcpServers block.
Which MCP server should you choose?
Choose Financial Modeling Prep (fmpsdk) when
- You need dedicated capabilities in the Finance & Fintech domain.
- You prefer a local stdio subprocess transport.
- You have the keys it needs:
FMP_API_KEY. - You want tools like
get_quote, get_company_profile, get_income_statement.
Choose Toolcall when
- You need dedicated capabilities in the Finance & Fintech domain.
- You prefer a remote HTTP/SSE transport.
- You want tools like
crypto-gas, fx-rates, domain-check.
Feature & specification comparison
Rows where the two servers differ are marked.
| Spec | ||
|---|---|---|
| Category | Finance & Fintech | Finance & Fintech |
| Quality signal | 61/100 · Good | 53/100 · Good |
| Install command | Confirmed | Confirmed |
| Transport | Local subprocess (stdio) | Remote HTTP/SSE |
| Auth | Not declared | Not declared |
| Pricing | Not declared | Not declared |
| Required env vars | FMP_API_KEY | None listed |
| Verified owner | Community listing | Community listing |
| GitHub stars | 215 | 0 |
| Directory activity | 2 views 0 installs 0 upvotes | 0 views 0 installs 0 upvotes |
| Tools | 13 | 20 |
| Full listing | View Financial Modeling Prep (fmpsdk) | View Toolcall |
Tools & capabilities
Financial Modeling Prep (fmpsdk) tools 13
get_quoteFull real-time quote for one symbol (equity, index, commodity, crypto, or forex pair): price, change, day/52-week range, volume, market cap, 50/200-day averages.get_company_profileCompany profile: price and market cap, identifiers (CIK/ISIN/CUSIP), sector and industry, headquarters, leadership, description, exchange.get_income_statementIncome statement (revenue, expenses, net income) for one company. period: "annual" or "quarter". limit: how many periods, newest first.get_balance_sheetBalance sheet (assets, liabilities, equity) for one company. period: "annual" or "quarter". limit: how many periods, newest first.get_cash_flowCash flow statement (operating, investing, financing) for one company. period: "annual" or "quarter". limit: how many periods, newest first.get_key_metricsPer-period key metrics: valuation multiples, per-share figures, returns on capital, margins — FMP-computed from the statements.get_financial_ratiosPer-period financial ratios: liquidity, leverage, efficiency, profitability, and valuation — FMP-computed from the statements.get_historical_pricesDaily close price and volume for one symbol between two dates (YYYY-MM-DD). Leave dates unset for FMP's default recent window. Long ranges are returned page by page — see the response's `note`.search_symbolResolve a ticker symbol from a name or fragment (e.g. "apple" -> AAPL).get_stock_newsRecent news articles for one or more symbols (comma-separated, e.g. "AAPL,MSFT"): headline, publisher, url, published date, snippet.list_fmp_endpointsFind FMP endpoints beyond the curated tools. `query` is a substring match over name/group/summary; `group` filters to one category (e.g. "congress", "institutional_ownership"); `free_only` drops endpoints that need a paid FMP plan. Returns name, group, plan tier ("Free"/"Starter"/ "Premium"/"Ultimate"/"Add-on"), and one-line summary — pass a name to `describe_fmp_endpoint` for the full signature.describe_fmp_endpointFull detail for one endpoint: call signature, every parameter, return type, plan tier, FMP wire path, and the complete docstring. Use before `call_fmp_endpoint` so the arguments are right.- +1 more on the listing page
Toolcall tools 20
crypto-gasCurrent gas price and latest block for Base or Ethereum mainnet, straight from public RPC. Fresh within 15 seconds. JSON response. [Paid: $0.002 USDC per call via x402 on Base; the calling client pays automatically.]fx-ratesForeign exchange reference rates from the European Central Bank. Base currency plus optional symbols filter. Updated daily on ECB schedule. JSON response. [Paid: $0.002 USDC per call via x402 on Base; the calling client pays automatically.]domain-checkDue-diligence check on any domain: registration age via RDAP, registrar, DNS posture (A/MX/NS), SPF and DMARC presence, SSL certificate history, and risk flags like newly-registered or no-mail-setup. One call, one JSON verdict. [Paid: $0.008 USDC per call via x402 on Base; the calling client pays automatically.]email-validateEmail verification and deliverability check without sending anything: syntax, MX records, disposable-domain detection (121k+ known domains), role-account and free-provider flags. JSON verdict with a bounce/deliverability risk level. Validate emails for signup fraud prevention, list hygiene and lead qualification. [Paid: $0.004 USDC per call via x402 on Base; the calling client pays automatically.]news-searchRecent news headlines for any company, topic or query: deduplicated titles with source, link and publish date from a broad news index. Window configurable 1-30 days. JSON response. [Paid: $0.01 USDC per call via x402 on Base; the calling client pays automatically.]youtube-transcriptFull plain-text transcript of a YouTube video, de-duplicated and cleaned from the captions. Accepts a video id or URL. Ideal for feeding video content to LLMs. JSON response. [Paid: $0.01 USDC per call via x402 on Base; the calling client pays automatically.]web-searchKeyless web search for agents: pass a query, get a concise web-grounded answer plus the top source results (title, URL, snippet). Live web access, no API key or account needed. JSON response. [Paid: $0.008 USDC per call via x402 on Base; the calling client pays automatically.]brand-visibilitySee what AI models say about a brand right now. Runs category and reputation prompts across multiple AI engines (one web-grounded), then reports whether the brand is mentioned, its position vs competitors, sentiment, the exact descriptors used, gaps, and concrete recommendations. JSON report. [Paid: $0.25 USDC per call via x402 on Base; the calling client pays automatically.]screenshotFull-fidelity screenshot of any public web page, captured by a real Chrome browser. Viewport or full-page, configurable width. Returns a base64 PNG. JSON response. [Paid: $0.015 USDC per call via x402 on Base; the calling client pays automatically.]readerTurn any public web page, including JavaScript-heavy ones, into clean readable markdown (or text/html) with title and byline. Rendered by a real browser then stripped to the main content. Ideal for feeding pages to LLMs. JSON response. [Paid: $0.006 USDC per call via x402 on Base; the calling client pays automatically.]chem-safetyFull safety profile for any chemical by CAS number or name: GHS hazard classification (signal word, pictograms, H-statements, P-codes), first-aid measures for inhalation/skin/eye/ingestion, fire-fighting guidance, UN transport number, PPE, and CAMEO reactivity profile. Sourced live from PubChem (NIH) authoritative annotations. JSON response. [Paid: $0.03 USDC per call via x402 on Base; the calling client pays automatically.]chem-compatCan chemical A be safely mixed or stored with chemical B? Pass two CAS numbers or names. Returns a verdict (incompatible / caution / no_known_hazard), the reason, expected effects (gas evolution, heat, fire, toxic fumes) and confidence, from expert reasoning over PubChem GHS data and CAMEO-derived reactivity profiles. JSON response. [Paid: $0.03 USDC per call via x402 on Base; the calling client pays automatically.]- +8 more on the listing page
Ready-to-paste client configs
Paste either block (or both) into your client config, e.g. claude_desktop_config.json or ~/.cursor/mcp.json. We only show a config when the install command is confirmed.
Financial Modeling Prep (fmpsdk)
{
"mcpServers": {
"financial-modeling-prep-fmpsdk": {
"command": "uvx",
"args": [
"fmpsdk-mcp"
],
"env": {
"FMP_API_KEY": "YOUR_FMP_API_KEY_HERE"
}
}
}
}
Toolcall
{
"mcpServers": {
"toolcall": {
"url": "https://toolcall.click/mcp"
}
}
}
Frequently asked questions
Financial Modeling Prep (fmpsdk) is categorized under Finance & Fintech and uses a local stdio subprocess. Toolcall belongs to Finance & Fintech and uses a remote HTTP/SSE transport. Pick Financial Modeling Prep (fmpsdk) for finance & fintech work and Toolcall for finance & fintech.
Copy the mcpServers block from the config section on this page into your client's config (for example claude_desktop_config.json or ~/.cursor/mcp.json), then fully restart the client.
Financial Modeling Prep (fmpsdk) has no declared pricing — check the project's own site. Toolcall has no declared pricing — check the project's own site. If a server needs environment variables such as API keys, define them under the env key in your client's MCP config.
Yes. MCP clients support multiple servers: add financial-modeling-prep-fmpsdk and toolcall as separate keys in the same mcpServers object, and your assistant will call tools from either one.
On AllMCPs, Financial Modeling Prep (fmpsdk) has a quality signal of 61/100 (Good) with 2 views, 0 installs and 215 GitHub stars. Toolcall has 53/100 (Good) with 0 views, 0 installs and 0 GitHub stars.