$ timeahead.in
/ servers/github/CatoBot autoexperiment MCP Server
github

CatoBot autoexperiment MCP Server

A domain-agnostic MCP server for autonomous experimentation, generalizing Karpathy's autoresearch pattern into a reusable server that any AI agent can drive, pointed at any domain defined by a JSON co

3 starsupdated 129d agogithub ↗
76fair
▣ Score BreakdownMCPScore = Σ(raw × weight)
DimensionRawWeighted
Security
35%
100
35.0
Freshness
25%
100
25.0
Adoption
20%
6
1.2
Quality
10%
100
10.0
Trust
10%
50
5.0
Total
76.2
⚿ Capabilities & Risk Explainer
fs readfs writeexec
◆ Risk level: medium· 11 tools · auth: mixed
fs read + fs write + exec — can run system processes directly on your machine.
Tool nameDescriptionDestructive?
autoexp_get_status✓ no
autoexp_read_file✓ no
autoexp_get_history✓ no
autoexp_update_file✓ no
autoexp_patch_file✓ no
+6 more tools
autoexp_begin_experiment✓ no
autoexp_set_baseline✓ no
autoexp_complete_experiment✓ no
autoexp_run_experiment⚠ yes
autoexp_rollback✓ no
autoexp_run_setup⚠ yes
⚙ Install config
Source-only — no published npm / pypi package detected.
Clone and follow the build instructions in the repo: github.com/IamCatoBot/catobot-autoexperiment-mcp
📈 Score historylast 31 snapshots
5/26/20267/21/2026 · 31 snapshots
⚙ Maintenance health
12/ 100 · is this project alive?
contributors (1y)1
top contributor share100%
releases (1y)0
ci✗ none
⛁ Raw data
weekly downloads0
github stars3
forks0
open issues0
license✓ present
readme length16017 chars
last publish6d ago
last commit129d ago
last updated6d ago
owner of this server? claim your listing to get a verified badgeclaim →
🔔 Score drop alerts
get notified by email when this server's score drops 5+ points
CatoBot autoexperiment MCP Server — MCP Score: 76/100 | MCPScore | Timeahead