io.github.phoenice-labs/universal-test-framework
Universal Test Framework
Is the io.github.phoenice-labs/universal-test-framework MCP server down? No. It answered initialize and tools/list in the probe of 2026-11-08.
Polyglot MCP test generation with 8-section contract enforcement across Python, TS, Java, Go, C++.
alive probed 2026-11-14 · unchanged since 2026-11-08
- Run it
- uvx universal-test-framework@1.0.2 (stdio, probed in a container with the network off)
- Host
- pypi.org
- Reports itself as
- Universal Test Framework 4.1.6
- Capabilities
- logging, prompts, resources, tools
- Instructions
- none
- Of a 1M window
- 0.5 % of a 1M context window
- Count
- 5.4k tokens in Claude, exact, measured 2026-10-25. With the Claude Code prefix mcp__…__ on each tool name: 5.5k. The o200k_base estimate is 3.1k. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/phoenice-labs/Universal-Test-Framework
- Registry
- active, updated 2026-04-14 · registry entry
- Changes
- 2 recorded, reachable in 2 of them. A row is added when the result, the tool count or the cost changes.
Most expensive tools
The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.75×.
| Tool | ≈ Claude tokens | o200k estimate | Share of this server |
|---|---|---|---|
| generate_tests | 756 | 431 | 14 % |
| register_contracts | 728 | 415 | 14 % |
| import_test_results | 494 | 282 | 9 % |
| run_mutation_tests | 493 | 281 | 9 % |
| query_registry | 466 | 266 | 9 % |
Compare this server with others.
More servers
Other registry entries on pypi.org, the ones next to this name; all of them.
- Palinode io.github.phasespace-labs/palinode · needs args
- Spot AI MCP (Unofficial) io.github.phil-bryant/spot-ai-mcp · alive
- io.github.philderks/fabricator-panel-mcp · alive
- io.github.phillipclapham/anneal-memory · crashed on start
- babelscribe io.github.phonology024/babelscribe · alive
- AgentPay VN io.github.phuocdu/agentpay-vn · needs mcp<2
- io.github.phuongddx/codeintel · not found
- io.github.phuongddx/jarvis · needs args
Servers that mention framework.
- Harmny ai.harmny/harmny · needs auth
- au.com.aiframework/australian-ai-governance-framework · alive
- Ultra Prompt co.ultraprompt/ultra-prompt · needs auth
- AI Rollout Framework com.airolloutframework/ai-rollout-framework · alive
- ComplianceAutomator Public MCP com.complianceautomator/public-mcp · alive
- eqiqs com.eqiqs/eqiqs · needs auth
- com.flevy/flevy · alive
- GoAI Moat Product Selection & Niche Research com.goaimoat/product-selection · server error
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Claude | o200k |
|---|---|---|---|---|---|
| 2026-10-25 06:54 | alive | 2.9 s | 14 | 5.4k | 3.1k |
| 2026-10-18 06:42 | alive | 3.7 s | 14 | 3.1k |
Badge for the README
The result of the latest probe, the tool count and the token cost. The feed has an entry for every probe that changed them.
A mail when this server changes
Stops answering, comes back, tool set or cost changes. One confirmation mail first, a stop link in every mail.
For the publisher
- The server answers initialize and tools/list. Nothing to fix.