SlopScore
Description
Browse, search and scan a public leaderboard of AI-generated GitHub repos.
What our measurements say
SlopScore is a remote MCP server published at slopscore.org. It has been probed 5 times since 9/13/2026. It answered in 5 of them (100.0%), a near-uninterrupted record. Median response time is 805 ms, a delay an agent will notice. It offers a narrow, focused set of 10 tools. On the protocol side it still runs 2025-11-25 and has not moved to the newer 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 12:47:19 | Legacy | 200 | 1091 | 200 | 1112 | 2025-06-18 |
| 2026-09-13 10:45:14 | Legacy | 200 | 836 | 200 | 828 | 2025-06-18 |
| 2026-09-13 08:43:04 | Legacy | 200 | 805 | 200 | 725 | 2025-06-18 |
| 2026-09-13 06:40:42 | Legacy | 200 | 683 | 200 | 683 | 2025-06-18 |
| 2026-09-13 04:35:29 | Legacy | 200 | 423 | 200 | 574 | 2025-06-18 |
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 61ms → warm 58ms (penalty 3ms)
Tools
Tools the server advertised in the latest measurement — measured, not catalog-claimed.
list_reposThe SlopScore feed. sort: hot|new|top; t: day|week|month|year|all; page.
sortstringtstringpageintegerbucketstring
search_reposFull-text search with operators: category: lang: tool: bucket: platform: status: owner: … prefix - to exclude.
qstringrequiredpageinteger
get_repoOne listing: disclosures, tags, scan report, comments.
ownerstringrequiredrepostringrequired
get_queueThe public moderation queue and the site's capacity (free/paid mode, AI budget, scans left).
list_bucketsCurated slopbuckets with counts.
ping_repoAsk SlopScore to scan a GitHub repo that has a slopscore.md now (1 per 10 min per repo).
ownerstringrequiredrepostringrequired
whoamiThe GitHub identity behind the bearer token, if any.
voteVote on a listed repo. value 1, -1, or 0 to clear. Needs a bearer token.
ownerstringrequiredrepostringrequiredvalueintegerrequired
commentComment on a listed repo (markdown, ≤ 4000 chars, ≤ 2 links). Needs a bearer token. Flagged comments are held for a moderator.
ownerstringrequiredrepostringrequiredbodystringrequiredparent_idinteger
reportReport a listing (quietly). reason: objectionable|undisclosed|malware|spam|not-slop|other. Needs a bearer token.
ownerstringrequiredrepostringrequiredreasonstringrequirednotestring
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: Legacy
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Add this badge to your README — it updates automatically as measurements change.
[](https://mcpmetrics.io/servers/org-slopscore-slopscore)<a href="https://mcpmetrics.io/servers/org-slopscore-slopscore"><img src="https://mcpmetrics.io/badge/org.slopscore/slopscore/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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