Science MCP — free science data APIs
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Scored across 35 tools
The bulk of the surface is a family of natural-language routers (ask_pipeworx, ask_pipeworx_beta, ask_pipeworx_grounded, deep_research, validate_claim, compare_entities, entity_profile, recent_changes, suggest_questions, discover_tools) that all answer 'ask a question, get data back'. Descriptions work hard to draw boundaries ('prefer X over Y', 'use Z for a single lookup'), which keeps it usable, but ask_pipeworx_beta being explicitly identical to ask_pipeworx is baked-in overlap, and the six polymarket_* tools plus bet_research require careful reading to separate.
Uniform snake_case with a predictable verb_noun pattern (get_air_quality, resolve_entity, validate_claim, list_subscriptions) and consistent domain prefixes (polymarket_*, pipeworx_*). Minor deviations like ai_visibility_check, polymarket_edge_tracker, and pipeworx_feedback are noun-first, but the convention is readable and stable throughout.
35 tools is heavy, but the server genuinely spans many domains (finance/EDGAR, FDA, FRED, weather, space science, prediction markets, memory, subscriptions), so breadth is partly earned. Redundancy drags it down: an identical beta clone of ask_pipeworx, three overlapping ask_* routers, and six polymarket tools that could plausibly be consolidated.
Lifecycle coverage is strong: memory has remember/recall/forget, subscriptions have subscribe/list_subscriptions/unsubscribe/recent_alerts, discovery has discover_tools/suggest_questions, plus entity resolution, comparison, validation, feedback, and grounded retrieval. Minor gaps remain (no bulk/typed subscription management, sparse dedicated science tools despite the server name), but agents can work around them.
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
bet_research2 fields changedInput schema / examplesPrevious value: -[
- {
- "market": "when-will-bitcoin-hit-150k"
- },
- {
- "market": "https://polymarket.com/event/when-will-bitcoin-hit-150k"
- }
-]New value: +[
+ {
+ "market": "will-kristi-noem-win-the-2028-republican-presidential-nomination"
+ },
+ {
+ "market": "https://polymarket.com/event/will-kristi-noem-win-the-2028-republican-presidential-nomination"
+ }
+]Input schema / properties / market / descriptionPrevious value: -"Polymarket slug (\"when-will-bitcoin-hit-150k\"), full URL (\"https://polymarket.com/event/...\"), or question text (\"Will Bitcoin hit $150k?\"). Dated slugs stop resolving once they settle — Polymarket de-indexes resolved markets — so prefer an undated one."New value: +"Polymarket slug (\"will-kristi-noem-win-the-2028-republican-presidential-nomination\"), full URL (\"https://polymarket.com/event/...\"), or question text (\"Will Bitcoin hit $150k?\"). Dated slugs stop resolving once they settle — Polymarket de-indexes resolved markets — so prefer an undated one."polymarket_kalshi_spread1 field changedInput schema / examplesPrevious value: -[
- {
- "topic": "fed"
- },
- {
- "topic": "btc"
- }
-]New value: +[
+ {
+ "topic": "fed"
+ },
+ {
+ "topic": "btc"
+ },
+ {
+ "topic": "bitcoin"
+ },
+ {
+ "topic": "fed rate decision"
+ }
+]bet_research2 fields changedInput schema / examplesPrevious value: -[
- {
- "market": "will-bitcoin-reach-100k-in-july-2026"
- },
- {
- "market": "https://polymarket.com/event/will-bitcoin-hit-150k-by-june-30-2026"
- }
-]New value: +[
+ {
+ "market": "when-will-bitcoin-hit-150k"
+ },
+ {
+ "market": "https://polymarket.com/event/when-will-bitcoin-hit-150k"
+ }
+]Input schema / properties / market / descriptionPrevious value: -"Polymarket slug (\"will-bitcoin-hit-150k-by-june-30-2026\"), full URL (\"https://polymarket.com/event/...\"), or question text (\"Will Bitcoin hit $150k by June 30?\")"New value: +"Polymarket slug (\"when-will-bitcoin-hit-150k\"), full URL (\"https://polymarket.com/event/...\"), or question text (\"Will Bitcoin hit $150k?\"). Dated slugs stop resolving once they settle — Polymarket de-indexes resolved markets — so prefer an undated one."polymarket_kalshi_spread1 field changedInput schema / properties / topic / descriptionPrevious value: -"Pre-mapped: fed | btc | cpi | gdp | sp500 | recession | next_pope | next_uk_pm | next_israel_pm | 2028_president"New value: +"Subject to compare. Canonical keys: fed | btc | eth | cpi | gdp | sp500 | recession | next_pope | next_uk_pm | next_israel_pm | 2028_president — but aliases and keywords resolve too (\"bitcoin\", \"fed rate decision\", \"ethereum\", \"inflation\", \"s&p 500\", \"us recession\", \"next pope\", \"2028 election\"). Check resolution.topic_matched_by in the response: \"exact\"/\"alias\" is a curated pairing, \"phrase\"/\"token\" is a keyword guess."PubChem MCP — NIH chemistry compound database (no auth)
FDA MCP — US Food and Drug Administration public API (free, no auth)
DataCite MCP — DOIs for research datasets (free, no auth)
SEC MCP — SEC EDGAR public APIs (free, no auth)
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