MCP Prompt Optimizer (local)
Rank #22,595mcp.so/mcp-prompt-optimizer-local/nivlewd1
Advanced Local Prompt Intelligence Engine with complete privacy and sophisticated content analysis. Features cross-platform support (Windows, macOS, Linux), binary optimization, and dual-tier processing: AI-aware rules engine + optional LLM enhancement. 100% local processing ensu
What you can do with MCP Prompt Optimizer (local)
MCP Prompt Optimizer (local) is a Model Context Protocol (MCP) server published by nivlewd1. It ranks #22,595 of 168,415 active servers on MCP Toplist. MCP Prompt Optimizer (local) is listed on mcp.so, with 2 release tags tracked from its GitHub repository. It was first listed on Aug 13, 2025 and most recently updated on Oct 14, 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 MCP Prompt Optimizer (local) 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 MCP Prompt Optimizer (local)
No registry MCP Toplist tracks declares this server’s credentials or configuration, and it has no public endpoint to probe. Check the repository README before installing.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect MCP Prompt Optimizer (local) 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
No task-specific alternatives are catalogued for MCP Prompt Optimizer (local)yet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Aug 13, 2025
- Latest release tag
- Oct 14, 2026
- Version history
- 2 release tags tracked (below)
- Requirements evidence
- None — no registry declares requirements and there is no public endpoint to probe
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Nov 4, 2026
- mcp.so ↗listed since Aug 26, 2026 · still listed
Do you maintain MCP Prompt Optimizer (local)? to correct or enrich this profile.
GitHub releases (2)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v4.1.11 | Oct 14, 2026 |
| v3.1.0 | Aug 13, 2025 |
Ranks ahead of 145,820 of 168,415 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/mcp.so%2Fmcp-prompt-optimizer-local%2Fnivlewd1)<a href="https://mcptoplist.com/server/mcp.so%2Fmcp-prompt-optimizer-local%2Fnivlewd1"><img src="https://mcptoplist.com/badge/mcp.so%2Fmcp-prompt-optimizer-local%2Fnivlewd1.svg" alt="MCP Toplist: Top 25% of 168,415" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains MCP Prompt Optimizer (local)?
- MCP Prompt Optimizer (local) is maintained by nivlewd1, which publishes 2 MCP servers (2 total versions) tracked on MCP Toplist.
- Is MCP Prompt Optimizer (local) listed on the Official MCP Registry?
- MCP Prompt Optimizer (local) is not on the Official MCP Registry. It is listed on mcp.so.
- How many versions does MCP Prompt Optimizer (local) have?
- No registry surfaces explicit version metadata for MCP Prompt Optimizer (local); MCP Toplist tracks 2 release tags from its GitHub repository, most recently published on Oct 14, 2026.
- Where can I find the source code for MCP Prompt Optimizer (local)?
- The source code for MCP Prompt Optimizer (local) is hosted at github.com/nivlewd1/mcp-prompt-optimizer-local.
Do you run this server?
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