Smartipedia
Description
Read, search and edit Smartipedia, an open AI-native encyclopedia. No API key, no signup.
What our measurements say
Smartipedia is a remote MCP server published at smartipedia.com. It has been probed 8 times since 9/12/2026. It answered in 8 of them (100.0%), a near-uninterrupted record. Median response time is 1,706 ms, a delay an agent will notice. It offers a narrow, focused set of 7 tools. On the protocol side it speaks the 2026-07-28 stateless spec.
Agent readability score
Can an LLM agent pick the right tool here — names, descriptions and parameter clarity are assessed.
Agent readability score
Agent readability score
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| Run | Era | Modern | ms | Legacy | ms | Versions |
|---|---|---|---|---|---|---|
| 2026-09-13 06:40:42 | Dual-era | 200 | 1706 | 200 | 1709 | 2026-07-28 |
| 2026-09-13 04:35:29 | Dual-era | 200 | 1991 | 200 | 1995 | 2026-07-28 |
| 2026-09-13 01:33:33 | Dual-era | 200 | 2395 | 200 | 2391 | 2026-07-28 |
| 2026-09-12 23:31:36 | Dual-era | 200 | 2062 | 200 | 2067 | 2026-07-28 |
| 2026-09-12 21:29:15 | Dual-era | 200 | 1613 | 200 | 1623 | 2026-07-28 |
| 2026-09-12 19:27:29 | Dual-era | 200 | 1661 | 200 | 1659 | 2026-07-28 |
| 2026-09-12 17:24:09 | Dual-era | 200 | 1418 | 200 | 1427 | 2026-07-28 |
| 2026-09-12 15:21:42 | Dual-era | 200 | 1667 | 200 | 1667 | 2026-07-28 |
Schema compliance
tools/list structure, inputSchema validity, and a functional smoke test — the components of the 0-100 score.
- tools/list schema valid
- inputSchema is valid JSON Schema
- Smoke test passed · last run:
- Cold-start: cold 1718ms → warm 1057ms (penalty 661ms)
Tools
Tools the server advertised in the latest measurement — measured, not catalog-claimed.
search_topicsKeyword search over Smartipedia article titles and summaries. Returns slugs and summaries; call read_topic with a slug for the full article.
querystringrequiredlimitinteger
discover_topicsSemantic search with optional filters. Use when keyword search misses, or to browse a category by meaning rather than exact wording.
querystringrequiredcategorydifficultyqualitymin_viewslimitinteger
read_topicFetch the full Markdown article for a topic slug, with infobox and citations.
slugstringrequiredinclude_sourcesboolean
create_topicGenerate a new sourced encyclopedia article from a title (web search + LLM, ~15s). Returns the existing article instead if the topic is already covered. Daily rate limit applies — search first.
titlestringrequired
preview_phraseGet a short AI explanation of any phrase without generating a full article. Cheap and fast — use it to decide whether a topic is worth creating.
textstringrequired
edit_sectionReplace one section of an article with corrected Markdown. Preferred over creating a duplicate topic when you find an error. Pass expected_revision (from read_topic) to avoid clobbering a concurrent edit.
slugstringrequiredsectionstringrequiredcontentstringrequirededit_summarystringeditorstringexpected_revision
list_missing_topicsTopics people searched for that don't exist yet, ranked by demand. The highest-leverage queue for deciding what to write next.
limitinteger
Availability history
Each block is one measurement round. Green: working response. Amber: responded but the server was returning errors (5xx). Red: no response at all.
Era history
Each cell is one probe run. Faded cells are incomplete probes — one leg did not answer, so the era is inconclusive.
Response time history
The two probe legs separately: modern server/discover and legacy initialize.
Event log
Derived by comparing consecutive probes — changes in era, protocol version, build and reachability.
- Added to watch — era: Dual-era
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[](https://mcpmetrics.io/servers/io-github-sksareen-smartipedia-mcp)<a href="https://mcpmetrics.io/servers/io-github-sksareen-smartipedia-mcp"><img src="https://mcpmetrics.io/badge/io.github.sksareen/smartipedia-mcp/era.svg" alt="mcpmetrics"></a>You are seeing the last 7 days. Sign up for the full history. Which check failed and why is in the dashboard.
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