genpark-int8-symmetric-per-tensor-quantizer-skill
Rank #16,494glama/alphaparkinc/genpark-int8-symmetric-per-tensor-quantizer-skill
Enables zero-dependency INT8 symmetric quantization of LLM weights and activations on a per-tensor or per-channel basis, reporting SNR and MSE reconstruction telemetry along with TTFT/TPOT latency and jitter metrics. Also exposes edge inference primitives such as PagedAttention block allocation, radix prefix caching, and speculative decoding verification through the Model Context Protocol.
What you can do with genpark-int8-symmetric-per-tensor-quantizer-skill
genpark-int8-symmetric-per-tensor-quantizer-skill is a Model Context Protocol (MCP) server published by alphaparkinc. It ranks #16,494 of 150,883 active servers on MCP Toplist, and its repository has 7 GitHub stars. genpark-int8-symmetric-per-tensor-quantizer-skill is listed on Glama; no version information is available from the registries that list it or from its repository. It was first listed on Sep 28, 2026.
Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.
What genpark-int8-symmetric-per-tensor-quantizer-skill can and cannot do
Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.
What you need before using genpark-int8-symmetric-per-tensor-quantizer-skill
The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.
Declared by Glama, last synced Oct 19, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect genpark-int8-symmetric-per-tensor-quantizer-skill and confirm it works
Install configuration unavailable. No registry publishes a machine-readable install config for this server — follow the repository README.
After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.
When to choose another server
- genpark-agent-recursive-self-critique-reflection-skill#13,832
- genpark-today-ai-proactive-daily-agenda-synthesizer-skill#14,382
- genpark-time-series-exponential-smoothing-forecaster-skill#16,119
- genpark-agent-dynamic-few-shot-example-selector-skill#16,489
- genpark-agent-multimodal-document-table-extractor-skill#16,490
- genpark-cognitive-load-budget-optimizer-skill#16,491
- genpark-cue-desktop-ambient-context-trigger-skill#16,492
- genpark-episodic-memory-consolidation-decay-skill#16,493
- genpark-personal-communication-triage-sentinel-skill#16,495
- genpark-proactive-intent-disambiguation-clarifier-skill#16,496
- genpark-agent-execution-tree-rollback-checkpointer-skill#17,579
- genpark-agent-hallucination-fact-verifier-skill#17,580
No task-specific alternatives are catalogued for genpark-int8-symmetric-per-tensor-quantizer-skillyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Sep 28, 2026
- Version history
- Unavailable — no registry exposes versions and no release tags were found
- Requirements evidence
- Declared by Glama, last synced Oct 19, 2026. Not independently verified by MCP Toplist.
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Oct 19, 2026
- Glama ↗listed since Sep 28, 2026 · still listed
Do you maintain genpark-int8-symmetric-per-tensor-quantizer-skill? to correct or enrich this profile.
Version information unavailable
The registry that lists this server does not expose version metadata, and no release tags were found on the linked repository. MCP Toplist cannot say how, or whether, this server is versioned.
Ranks ahead of 134,389 of 150,883 servers on MCP Toplist.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/glama%2Falphaparkinc%2Fgenpark-int8-symmetric-per-tensor-quantizer-skill)<a href="https://mcptoplist.com/server/glama%2Falphaparkinc%2Fgenpark-int8-symmetric-per-tensor-quantizer-skill"><img src="https://mcptoplist.com/badge/glama%2Falphaparkinc%2Fgenpark-int8-symmetric-per-tensor-quantizer-skill.svg" alt="MCP Toplist: Top 25% of 150,883" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains genpark-int8-symmetric-per-tensor-quantizer-skill?
- genpark-int8-symmetric-per-tensor-quantizer-skill is maintained by alphaparkinc, which publishes 295 MCP servers tracked on MCP Toplist.
- Is genpark-int8-symmetric-per-tensor-quantizer-skill listed on the Official MCP Registry?
- genpark-int8-symmetric-per-tensor-quantizer-skill is not on the Official MCP Registry. It is listed on Glama.
- How many versions does genpark-int8-symmetric-per-tensor-quantizer-skill have?
- Version information is unavailable for genpark-int8-symmetric-per-tensor-quantizer-skill: no registry that lists it exposes version metadata, and no release tags were found on its repository.
- Where can I find the source code for genpark-int8-symmetric-per-tensor-quantizer-skill?
- The source code for genpark-int8-symmetric-per-tensor-quantizer-skill is hosted at github.com/alphaparkinc/genpark-int8-symmetric-per-tensor-quantizer-skill.
Do you run this server?
Community projects list the MCP servers behind real agents and apps. Publish yours and this page will link to it.