PromptTuner MCP
Rank #97,760glama/j0hanz/prompt-tuner-mcp-server
Analyzes, refines, and optimizes prompts for AI assistants by fixing grammar, improving clarity, applying best practices like chain-of-thought and few-shot learning, and scoring prompt quality across multiple dimensions.
What you can do with PromptTuner MCP
PromptTuner MCP is a Model Context Protocol (MCP) server published by j0hanz. It ranks #97,760 of 144,396 active servers on MCP Toplist. PromptTuner MCP is listed on Glama; no version information is available from the registries that list it or from its repository. It was first listed on Dec 17, 2025.
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 PromptTuner MCP 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 PromptTuner MCP
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 16, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect PromptTuner MCP 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
- FS Context MCP Server
- Filesystem Context#5,655
- Fetch URL MCP Server#13,816
- Code Lens#18,927
- Cortex MCP#25,837
- Memory MCP#45,449
- MCP Playwright Server#103,256
- Todokit MCP Server#103,257
- memdb#118,292
No task-specific alternatives are catalogued for PromptTuner MCPyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Dec 17, 2025
- Version history
- Unavailable — no registry exposes versions and no release tags were found
- Requirements evidence
- Declared by Glama, last synced Oct 16, 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 16, 2026
- Glama ↗listed since Apr 26, 2026 · still listed
Do you maintain PromptTuner MCP? 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 46,636 of 144,396 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%2Fj0hanz%2Fprompt-tuner-mcp-server)<a href="https://mcptoplist.com/server/glama%2Fj0hanz%2Fprompt-tuner-mcp-server"><img src="https://mcptoplist.com/badge/glama%2Fj0hanz%2Fprompt-tuner-mcp-server.svg" alt="MCP Toplist: #97,760 of 144,396" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains PromptTuner MCP?
- PromptTuner MCP is maintained by j0hanz, which publishes 13 MCP servers (230 total versions) tracked on MCP Toplist.
- Is PromptTuner MCP listed on the Official MCP Registry?
- PromptTuner MCP is not on the Official MCP Registry. It is listed on Glama.
- How many versions does PromptTuner MCP have?
- Version information is unavailable for PromptTuner MCP: 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 PromptTuner MCP?
- The source code for PromptTuner MCP is hosted at github.com/j0hanz/prompt-tuner-mcp-server.
Do you run this server?
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