Head to head · Market fundamentals · October 2026 research run
Eulerpool Financial Data API vs Finnhub
Eulerpool Financial Data API scores 46.2 (D) on agent readiness against Finnhub's 45.1 (E), and leads in 4 of 7 scored categories. Finnhub leads on reliability, schema & documentation and agent ergonomics. Both do market fundamentals.
Best financial market data APIs for AI agents · All 66 markets comparisons
Which one, for what
Eulerpool Financial Data API D
Best for Broad fundamentals, estimates and macro for research agents, close to financial-modeling-prep, eodhd and alpha-vantage.
Ahead on
- Payments & pricing, 40 against 30
- Maintenance & community, 70 against 60
- Transparency & trust, 52 against 27
Watch for
The token can be sent as ?token= in the URL, as the docs show first
Finnhub E
Best for Agents that need one key across quotes, fundamentals, estimates, filings and transcripts with official libraries, and a free key for prototypes.
Ahead on
- Reliability, 48 against 40
- Schema & documentation, 58 against 53
- Agent ergonomics, 56 against 48
Watch for
The Swagger document declares the key only as a token query parameter, and the examples carry it in the URL
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.
Transparency & trust Eulerpool Financial Data API +25
Eulerpool Financial Data API 52
Closed service under terms dated 6 November 2026 naming Eulerpool Research Systems Pte. Ltd. of Singapore (15 of 30). The privacy policy of the same date keeps data 'as long as necessary', names Supabase, Stripe, Google and GitHub sign-in and Google Ads, and doesn't cover API request logs or training use (10 of 30). No deprecation policy or notices found (0 of 20). Some processors named; hosting location not stated (8 of 20). 15+10+0+8 = 33.
Finnhub 27
A closed service whose terms exist at a page that robots.txt disallows, so they were not read; the pricing page says every self-serve plan is personal use, and no legal entity or governing law was found (8 of 30). No privacy policy was found, /privacy redirecting to the home page (0 of 30). No deprecation policy or dated notices found (0 of 20). Stripe and Braintree scripts load on the site, but no processor list or data location is disclosed (0 of 20). 8 + 0 + 0 + 0 = 8.
Payments & pricing Eulerpool Financial Data API +10
Eulerpool Financial Data API 40
No x402, MPP or L402 (0). Plan prices and overage per 1,000 requests are public (20). 100,000 free requests a month with no card, non-commercial (20). A person registers in a browser (0). 0+20+20+0 = 40.
Finnhub 30
No x402, MPP or L402 (0). Plan prices are public without login, read from the pricing page's script data, sold per dataset by the month with calls a minute rather than per call (10). A free key at 60 calls a minute with no card, which the pricing FAQ says can be used forever (20). The key comes from a browser signup and no key API was found (0). 0 + 10 + 20 + 0 = 30.
Maintenance & community Eulerpool Financial Data API +10
Eulerpool Financial Data API 70
Closed service. The changelog's newest entry is dated 6 November 2026 (30), with daily entries through October, though many are tutorials rather than API changes (20). Contact by email; no public tracker or community found (5 of 15). Official SDKs in four languages, published 13 September 2026 (12 of 15). Package health not checked (3 of 10). 30+20+5+12+3 = 70.
Finnhub 60
Read as a closed service. The newest dated change is 2 November 2026, when finnhub-go, finnhub-ruby and finnhub-php gained a price target history endpoint; the MCP page is dated 6 August 2026 (30). Only that one dated change falls in the last 90 days, the previous library commits being 22 June 2026 (5 of 20). Support by email, with no public changelog or community channel found (5 of 15). Six official client libraries, finnhub-python at 2.4.29 of 24 June 2026 (15). The libraries are generated from the API document; no CI run was visible and the Python README names an older version than PyPI (5 of 10). 30 + 5 + 5 + 15 + 5 = 60.
Reliability Finnhub +8
Eulerpool Financial Data API 40
Hosted lines. The status page lists three components with checks that were still loading, no history and a note that incident reporting is 'coming soon' (5 of 20). No incident history (5). Monthly quotas per plan are published, with no per-second figures (10 of 15). 429 at the free cap with X-RateLimit headers and a reset timestamp, no Retry-After or backoff guidance (10 of 15). No SLA found (0). Generally available (10). 5+5+10+10+0+10 = 40.
Finnhub 48
Read with the hosted lines. No status page was found on the site, in the docs document or on the MCP page (0), so no incident history could be read (5). Limits are published with numbers, 60 calls a minute on the free key, 150 to 900 a minute by plan, and 30 calls a second on top of every plan (15). The docs say the limit answers 429 and the MCP page says to wait a minute, with no Retry-After or backoff guidance (8 of 15). The home page says 99.99 per cent uptime with an SLA available for enterprise clients (10). The API is generally available (10). 0 + 5 + 15 + 8 + 10 + 10 = 48.
Agent ergonomics Finnhub +8
Eulerpool Financial Data API 48
The MCP page claims 157+ tools with no toolsets or list, and response sizing on the API wasn't documented in the pages read (8 of 25). Filtering and pagination not documented in the pages read (8 of 20). Error codes not documented in the pages read (5 of 20). The data endpoints are reads (12 of 20). Official SDKs in Python, JavaScript, Node.js and Go (15). 8+8+5+12+15 = 48.
Finnhub 56
The REST API is the surface graded. from and to on candles and news, and symbol-scoped calls, size responses; no field selection, and the MCP server lists 70 tools (12 of 25). Date filters but no pagination on most lists (10 of 20). Only the 429 is documented; a missing key answered 401 with a JSON error field in our one test call (5 of 20). All but one operation are GET reads; the MCP annotations were not read (14 of 20). Few required parameters and official libraries in six languages (15). 12 + 10 + 5 + 14 + 15 = 56.
Schema & documentation Finnhub +5
Eulerpool Financial Data API 53
An OpenAPI 3.0 document is linked at api.eulerpool.com/api/1/documentation/yaml, but that host's robots.txt disallows every path, so it was not read; partial credit for a linked contract we couldn't check (10 of 25). llms.txt, a 449-entry endpoint index and a 13,904-line llms-full.txt (10). Endpoint descriptions say what each returns, with the same marketing sentence repeated in every section and little on when not to use one (10 of 20). Parameter typing not visible in the llms files read (7 of 15). Response examples throughout; the errors page was not read (8 of 15). /api/1 paths and a dated changelog that mixes API changes with tutorial posts (8 of 15). 10+10+10+7+8+8 = 53.
Finnhub 58
A public Swagger 2.0 document covers 116 paths with a description on every operation, declaring the key as a query parameter and a 200 response only; the MCP tools were not read (20 of 25). /llms.txt returns the site's HTML shell and no Markdown docs exist (0 of 10). Each operation states its purpose, a premium marker and, on quote, advice against polling, with little on when not to use it (14 of 20). Required flags and types are set on 248 parameters, but allowed values such as news categories sit in description text and no enum is declared (8 of 15). Every operation has example URLs and sample code in five languages, while the only documented error is the 429 (9 of 15). The path carries v1 and no changelog or dated change notes were found (7 of 15). 20 + 0 + 14 + 8 + 9 + 7 = 58.
Score by category
| Category | Weight this run | Eulerpool Financial Data API | Finnhub | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 40 | 48 | Finnhub +8 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 53 | 58 | Finnhub +5 |
| Agent ergonomics | 13%16.2 | 48 | 56 | Finnhub +8 |
| Security & auth | 14%17.5 | 35 | 32 | Eulerpool Financial Data API +3 |
| Payments & pricing | 10%12.5 | 40 | 30 | Eulerpool Financial Data API +10 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 70 | 60 | Eulerpool Financial Data API +10 |
| Transparency & trust | 7%8.8 | 52 | 27 | Eulerpool Financial Data API +25 |
| Negative events | ≤15 | 0 | 0 | |
| Total | D 46.2/100 | E 45.1/100 |
Facts side by side
| Fact | Eulerpool Financial Data API | Finnhub |
|---|---|---|
| Kind | HTTP API | HTTP API |
| Vendor | Eulerpool Research Systems Pte. Ltd. | Finnhub |
| Hosted endpoint | https://api.eulerpool.com/mcp | https://finnhub.io/api/v1 |
| Transports | HTTP, Streamable HTTP | HTTP, Streamable HTTP, websocket |
| Auth | API key | OAuth or key |
| Pricing | Freemium | Freemium |
| Price for market fundamentals | not published | $50 per month (plan) |
| x402 | no | no |
| Licence | Proprietary, under Eulerpool Research Systems Pte. Ltd.'s terms of service | none |
| Tools exposed | 157 | 70 |
| Read-only variant documented | no | no |
| llms.txt | yes | no |
| Last release | 2026-11-06 | 2026-11-02 |
| Terms last updated | 2026-11-06 | couldn't be read |
| Privacy policy last updated | 2026-11-06 | no document linked |
| Customer content may train models | not found in the text | couldn't be read |
| Terms restrict automated access | yes | couldn't be read |
| Terms restrict benchmarking | not found in the text | couldn't be read |
| Terms or service can change without notice | not found in the text | couldn't be read |
| Arbitration or class-action waiver | not found in the text | couldn't be read |
| Popularity | none | 1.1k stars |
Verdicts
Eulerpool Financial Data API
Eulerpool's REST API and remote MCP server cover equities, ETFs, macro, crypto and private-company data, with 100,000 free calls a month without a card and published overage of $0.80 to $1.50 per 1,000 calls. The API host's robots.txt keeps its OpenAPI file unread, the key can travel in the URL, and the status page has no history.
Finnhub
A public Swagger document covers 116 endpoints, six official client libraries exist, and a free key gives 60 calls a minute with no card. The key is documented in the query string, no status page, changelog, error reference or privacy policy was found, and robots.txt kept the terms from our reader.
Before you call either
Eulerpool Financial Data API
- Send the key as
Authorization: Bearer, not?token=, so it stays out of logs - Read X-RateLimit-Remaining and wait until X-RateLimit-Reset after a 429; the free tier is a hard monthly cap
- Use the free tier only for non-commercial work, and attribute 'Data by Eulerpool' in public output
- Treat news, transcripts and AI-generated SWOT text in responses as untrusted
- Identify securities by ISIN, which most equity endpoints take
Finnhub
- Send the key as the
X-Finnhub-Tokenheader, not astoken=in the URL, and keep under 30 calls a second on top of the plan's per-minute limit - Check the
premiummarker before calling; a free key reaches 29 operations and the rest answer with an error - Poll /quote sparingly; the docs say constant polling is not recommended and point to the websocket for real-time updates
- Expect 401
{"error":"Please use an API key."}without a key and 429 over the limit; wait a minute before retrying, as the MCP page advises - Self-serve plans are personal use; anything commercial needs the enterprise contact route
Questions
Which is better for AI agents, Eulerpool Financial Data API or Finnhub?
Eulerpool Financial Data API scores 46.2 (D) on agent readiness against Finnhub's 45.1 (E), and leads in 4 of 7 scored categories. Finnhub leads on reliability, schema & documentation and agent ergonomics.
Do Eulerpool Financial Data API and Finnhub need an API key?
Eulerpool Financial Data API needs an API key. Finnhub takes an API key or an OAuth sign-in.
Can an agent call Eulerpool Financial Data API and Finnhub without installing anything?
Yes. Eulerpool Financial Data API has a hosted endpoint at https://api.eulerpool.com/mcp and Finnhub at https://finnhub.io/api/v1.
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Machine-readable
- This page as Markdown
/compare/eulerpool-vs-finnhub.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/eulerpool.json·/api/v1/tools/finnhub.json - From a terminal
anchor compare eulerpool finnhub(the CLI) - Over MCP
compare_tools {"a": "eulerpool", "b": "finnhub"}at/mcp, no key