Head to head · Market fundamentals · October 2026 research run
Financial Modeling Prep vs TickerLayer
TickerLayer scores 71.5 (BB) on agent readiness against Financial Modeling Prep's 48.7 (D), and leads in 6 of 7 scored categories. Financial Modeling Prep leads on transparency & trust. Both do market fundamentals. TickerLayer accepts x402. Financial Modeling Prep doesn't.
Best financial market data APIs for AI agents · All 78 markets comparisons
Which one, for what
Best for Agents doing company research on statements, ratios, DCF, filings, transcripts and calendars with one key, and US coverage on cheap plans.
Ahead on
- Transparency & trust, 57 against 38
Watch for
The documented MCP connection URL puts the API key in the query string, and the REST docs accept ?apikey= too
TickerLayer BB
Best for An agent that needs latest prices, bars and market hours across stocks, forex, crypto, indices, ETFs, commodities, bond yields and perpetual futures from one schema, and wants to pay per call without an account.
Ahead on
- Reliability, 70 against 50
- Schema & documentation, 88 against 61
- Agent ergonomics, 79 against 59
- Security & auth, 49 against 30
- Payments & pricing, 92 against 30
- Maintenance & community, 79 against 60
Also in its favour
- Agent-ready, a grade of BB or better
- An agent can pay per call over x402, with no account
Watch for
The data is derived and indicative from unnamed non-exchange sources, and no page says it is licensed from an exchange
Why the edge
Each category where one leads by five points or more, with the reason behind each side's score from its assessment. The numbers are in the table below; this is what they stand for.
Payments & pricing TickerLayer +62
Financial Modeling Prep 30
No x402, MPP or L402 (0). Four personal plans priced per month by calls a minute, public without login, with per-endpoint plan limits in pricing.md; commercial prices are by agreement (10). A free Basic plan at 250 calls a day with no card stated (20). The key comes from a browser signup and no key API was found (0). 0 + 10 + 20 + 0 = 30.
TickerLayer 92
x402 on the vendor's own gateway, x402.tickerlayer.com, for 41 GET routes. That is six routes for each of stocks, forex, crypto, indices, ETFs and commodities, plus bond yields and four market-calendar routes. Perpetuals, Futures CFDs, the add-ons, the symbol catalogue and WebSocket need a key. Between massive's 30 for US stock routes only and financial-datasets' 35 for every documented data endpoint (32 of 40). Per-call x402 prices from 0.01 to 0.10 USDC in the catalogue and docs, and plan prices per feed on the pricing page, all without a login (20). A Free plan of 3,000 REST calls every 30 days with 'no card', per llms.txt (20). An agent with a funded Base wallet pays per call with no account or key (20). 32+20+20+20 = 92.
Schema & documentation TickerLayer +27
Financial Modeling Prep 61
No OpenAPI document was found. The MCP page says the server supplies strict parameter definitions, but the tool list needs a key and was not read (5 of 25). llms.txt links api-docs.md and pricing.md, Markdown written for agents (10). Each of the 199 endpoints in api-docs.md has a purpose paragraph and a plan marker in pricing.md, with little on when not to use it (13 of 20). Parameters are tabled with type, example and a required star, but allowed values sit in prose and no enums are given (8 of 15). Every endpoint has an example request and response; no error responses are documented anywhere we read (10 of 15). A /stable path, legacy /v3 and /v4 marked discontinued, and a changelog dated by day through 2 November 2026 (15). 5 + 10 + 13 + 8 + 10 + 15 = 61.
TickerLayer 88
OpenAPI 3.1 at tickerlayer.com/openapi.json (TickerLayer Market Data API 1.0.0, about 386,000 characters), read in its first 100,000 and last 96,000 characters, with summaries, descriptions, tags and examples on the operations read and shared 400, 401, 403, 404, 429 and 503 responses. The WebSocket is described in prose only and the hosted MCP tool schemas weren't read (23 of 25). llms.txt, llms-full.txt and a Markdown twin of every docs page (10). Operation descriptions state purpose and plan gating, and the vendor's skill says which MCP tool to use for each question and when not to, such as get_quote not being the tool for a price. Financial-datasets took 17 (17 of 20). Enums on interval, multiplier, timespan and sort, format: date on dates, bounded limit, required path parameters, as for massive (13 of 15). Examples on most parameters and responses, one Error schema with ten fields and documented codes, but the codes appear only as example values with no enum or table (13 of 15). A dated changelog of the last 50 changes, 8 September to 6 November 2026, but no version in the REST paths ('no /v1/') and the spec at 1.0.0. Above twelve-data's 10 for monthly updates and below massive's 15 for versioned paths (12 of 15). 23+10+17+13+13+12 = 88.
Reliability TickerLayer +20
Financial Modeling Prep 50
Read with the hosted lines. A public status page at status.financialmodelingprep.com is linked from every page (20), but its figures load by script and our reader got an error, so no incident history could be read (5). Limits are published with numbers, 250 calls a day on Basic and 300, 750 and 3,000 calls a minute on paid plans, with bandwidth caps per plan (15). No 429 behaviour, Retry-After or backoff guidance was found in the docs, api-docs.md or FAQs (0). No SLA found; the terms let FMP change limits without notice (0). The stable API is generally available (10). 20 + 5 + 15 + 0 + 0 + 10 = 50.
TickerLayer 70
Read with the hosted lines, on the REST API. status.tickerlayer.com is an UptimeRobot page linked from the site header (20). Its monitors and history load by script from /api/, which its robots.txt disallows, so no incident record was read, as for eodhd and apitemplate-io (5). Limits are published with numbers, 10 requests a second per account on Free and Individual, 100 on Business, and monthly call quotas per feed (15). The OpenAPI file's 429 carries Retry-After and a body with retryAfterMs, resetsAt and a code that separates the per-second limit from the monthly quota, and every response has carried X-RateLimit-Limit and X-RateLimit-Remaining since 14 September 2026. Every data operation is a GET, and x402 retries with the same payment identifier return the stored response (15). An SLA is named only for Enterprise under a written agreement and as 'partially available' on Business, with no published terms or figure, and the terms of use promise no uptime. Financial-datasets took 10 for SLAs listed on a self-serve plan, so this is half (5 of 10). No beta or preview label on the REST API, the MCP server or the x402 gateway (10). 20+5+15+15+5+10 = 70.
Agent ergonomics TickerLayer +20
Financial Modeling Prep 59
The REST API is the surface graded. limit and page on list endpoints, from and to on series, and batch quote endpoints size responses, with no field selection (15 of 25). Page and limit parameters on lists and date filters on series, no cursor (15 of 20). A missing key returned 401 with an Error Message text field in our one test call, and no error reference exists (5 of 20). Every call is a GET read; the MCP server's annotations were not read (16 of 20). Few required parameters and sensible defaults, but no official SDK in any language (8 of 15). 15 + 15 + 5 + 16 + 8 = 59.
TickerLayer 79
Read on the REST API, with the MCP server where a line covers it. Responses are sized by limit (bars up to 5,000, catalogue up to 1,000), sort, date ranges and batch calls for futures quotes and market status, with no field selection. The MCP server has 12 tools, 11 shown to the model. Massive and financial-datasets took 15 (15 of 25). limit, offset and next_offset, cursors on fundamentals and economic events, total_count on bars, search on symbols and updated_since on signals (18 of 20). Errors carry statusCode, message, a code, retryAfterMs, resetsAt, limitRps, plansUrl and the missing product or market, and the skill gives an action per status. Above financial-datasets' 16 (17 of 20). Every data call is a GET, and x402 settles only after a valid response with payment identifiers bound to the request, but no readOnlyHint or other annotation was found for the MCP tools. Financial-datasets took 14 without annotations (15 of 20). Data tools need only asset_class and symbol, with defaults for limit and sort, and official clients exist for JavaScript or TypeScript and Python, both at 0.1.0 from 20 October 2026. Stocks need the COUNTRY:TICKER form (14 of 15). 15+18+17+15+14 = 79.
Security & auth TickerLayer +19
Financial Modeling Prep 30
One key per account with no scopes, accepted as a header or as ?apikey=, and the documented MCP address carries it in the URL (20 less 10 for the query string, so 10). Every endpoint is a read (15 of 20). News, press releases, transcripts and filings are third-party text and no guidance on treating them as untrusted was found (5 of 15). No usage log or per-call record for the key holder was found (0 of 15). security.txt returns 404, the Trust Center link returns 404, and no disclosure policy, bug bounty or certification was found (0 of 20). 10 + 15 + 5 + 0 + 0 = 30.
TickerLayer 49
A plain account key with no scopes, shown once and replaced by regenerating it in the dashboard (20). The OpenAPI file defines an apiKey query parameter as a 'compatibility fallback', and the WebSocket takes the key only in its URL, so 10 off. The MCP server adds OAuth 2.1 with PKCE S256, dynamic registration, refresh tokens, a revocation endpoint and one scope, market.read. Twelve-data took 18 on the same pattern, one less here because the WebSocket has no header option (17 of 30). Every operation reads data, and the OAuth scope is read-only, as for twelve-data and financial-datasets (15 of 20). Responses are prices, bars, symbols, calendars and yields. There is no news feed, and SignalPoint signals are structured fields, so no untrusted text reaches the agent (10 of 15). Rate-limit headers on every response, quota 429s that state the limit and when it renews, and a dashboard list of WebSocket connections with source IP, key and how each ended (24 October 2026). No per-call REST log for the key holder was found, though the privacy policy says request logs are kept (7 of 15). security.txt answered a client error, and no disclosure policy, bug bounty, SOC 2 or ISO 27001 was found (0 of 20). 17+15+10+7+0 = 49.
Maintenance & community TickerLayer +19
Financial Modeling Prep 60
Read as a closed service. The changelog's newest entry is 2 November 2026 (30). Entries dated 6, 8, 12, 28 and 29 October and 2 November 2026, more than three in 90 days (20). A public changelog, a help centre, FAQs and a support address, with issues reported through a site chatbot per the FAQ (10 of 15). No official SDK; the FAQ points at third-party packages (0 of 15). No package to assess, and nothing else to show for CI or dependency health (0 of 10). 30 + 20 + 10 + 0 + 0 = 60.
TickerLayer 79
Read as a closed service. The newest changelog entry is 6 November 2026, a bond yield curve endpoint (30). 50 dated changelog entries from 8 September to 6 November 2026 (20). A public changelog, a consultation form, info@tickerlayer.com and a support chat, all untested, with no community channel and no issues on the plugin repository read. Massive and twelve-data took 10 (9 of 15). Official clients for JavaScript or TypeScript (npm) and Python (PyPI), both 0.1.0 from 20 October 2026, and an MCP registry entry under the verified namespace com.tickerlayer (15). The npm package has no dependencies or install hooks but no repository field, the clients' source isn't public and no CI is visible (5 of 10). 30+20+9+15+5 = 79.
Score by category
| Category | Weight this run | Financial Modeling Prep | TickerLayer | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 50 | 70 | TickerLayer +20 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 61 | 88 | TickerLayer +27 |
| Agent ergonomics | 13%16.2 | 59 | 79 | TickerLayer +20 |
| Security & auth | 14%17.5 | 30 | 49 | TickerLayer +19 |
| Payments & pricing | 10%12.5 | 30 | 92 | TickerLayer +62 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 60 | 79 | TickerLayer +19 |
| Transparency & trust | 7%8.8 | 57 | 38 | Financial Modeling Prep +19 |
| Negative events | ≤15 | 0 | 0 | |
| Total | D 48.7/100 | BB 71.5/100 |
Facts side by side
| Fact | Financial Modeling Prep | TickerLayer |
|---|---|---|
| Kind | HTTP API | HTTP API |
| Vendor | Financial Modeling Prep | TickerLayer |
| Hosted endpoint | https://financialmodelingprep.com/stable | https://mcp.tickerlayer.com/mcp |
| Transports | HTTP, Streamable HTTP | HTTP, Streamable HTTP, websocket |
| Auth | API key | OAuth or key |
| Pricing | Freemium | Freemium |
| x402 | no | yes, from $0.01/call |
| Licence | none | Proprietary hosted service under the TickerLayer terms of use, user agreement and market data disclaimer (all effective 3 November 2026), which name no legal entity or governing law. Free and Individual plans are for internal use, Business adds use inside the customer's own product, and redistribution needs a written Enterprise agreement. The agent plugin (github.com/tickerlayer/agent-plugin) and the npm client are MIT |
| Tools exposed | none | 12 |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| MCP registry | not listed | com.tickerlayer/market-data |
| Last release | 2026-11-02 | 2026-11-06 |
| Terms last updated | couldn't be read | not read yet |
| Privacy policy last updated | couldn't be read | not read yet |
| Customer content may train models | couldn't be read | not read yet |
| Terms restrict automated access | couldn't be read | not read yet |
| Terms restrict benchmarking | couldn't be read | not read yet |
| Terms or service can change without notice | couldn't be read | not read yet |
| Arbitration or class-action waiver | couldn't be read | not read yet |
Verdicts
Financial Modeling Prep
About 199 stable REST endpoints with Markdown docs for agents, a dated changelog and a free key at 250 calls a day. The one key travels in the query string on the documented MCP address, error responses and 429 handling are undocumented, the status history could not be read, and personal plans forbid any company use.
TickerLayer
An agent can read quotes, bars and market hours across eight asset classes through a documented REST API, 12 MCP tools or 41 x402 resources with no account, and 429s carry Retry-After. The data is derived from unnamed non-exchange sources, no operator is named, and the status history couldn't be read.
Before you call either
Financial Modeling Prep
- Send the key as an
apikeyheader, not in the URL, and treat the MCP?apikey=address as a secret - Use the /stable paths from api-docs.md; /api/v3 and /v4 are discontinued even though the FAQ still shows a v3 example
- On the free plan expect 5 results and page 0 on many list endpoints; read pricing.md before planning a crawl
- A missing or wrong key returns HTTP 401 with an
Error Messagefield; stop and ask the user rather than retry - Do not display or pass on the data in a product; personal plans forbid it
TickerLayer
- Write stocks as
COUNTRY:TICKER, such asUS:KO, and always passasset_classto the data tools. - If a 429 carries
REST_QUOTA_EXCEEDED, stop and tell the user. Waiting doesn't reset the monthly quota. - Present prices as indicative TickerLayer values, never as official exchange prices.
- Call
get_market_statusbefore you report a quiet symbol as missing data. - Send the key in the
x-api-keyheader, never as theapiKeyquery parameter.
Questions
Which is better for AI agents, Financial Modeling Prep or TickerLayer?
TickerLayer scores 71.5 (BB) on agent readiness against Financial Modeling Prep's 48.7 (D), and leads in 6 of 7 scored categories. Financial Modeling Prep leads on transparency & trust.
Do Financial Modeling Prep and TickerLayer need an API key?
Financial Modeling Prep needs an API key. TickerLayer takes an API key or an OAuth sign-in. An agent can also pay TickerLayer per call over x402, with no account.
Can an agent call Financial Modeling Prep and TickerLayer without installing anything?
Yes. Financial Modeling Prep has a hosted endpoint at https://financialmodelingprep.com/stable and TickerLayer at https://mcp.tickerlayer.com/mcp.
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Machine-readable
- This page as Markdown
/compare/financial-modeling-prep-vs-tickerlayer.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/financial-modeling-prep.json·/api/v1/tools/tickerlayer.json - From a terminal
anchor compare financial-modeling-prep tickerlayer(the CLI) - Over MCP
compare_tools {"a": "financial-modeling-prep", "b": "tickerlayer"}at/mcp, no key