FuzzSpec
Rank #30,387glama/hanifalkauni/fuzzspec
Enables AI coding assistants to inspect OpenAPI specs, fuzz live REST endpoints with boundary and adversarial vectors, replay failing anomalies deterministically without AI tokens, and scaffold OpenAPI specs from source routes.
What you can do with FuzzSpec
FuzzSpec is a Model Context Protocol (MCP) server published by hanifalkauni. It ranks #30,387 of 150,963 active servers on MCP Toplist. FuzzSpec is listed on Glama, with 1 release tag tracked from its GitHub repository. It was first listed on Oct 6, 2026 and most recently updated on Oct 6, 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 FuzzSpec 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 FuzzSpec
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 22, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect FuzzSpec 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 FuzzSpecyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Oct 6, 2026
- Latest release tag
- Oct 6, 2026
- Version history
- 1 release tag tracked (below)
- Requirements evidence
- Declared by Glama, last synced Oct 22, 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 22, 2026
- Glama ↗listed since Oct 6, 2026 · still listed
Do you maintain FuzzSpec? to correct or enrich this profile.
GitHub releases (1)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v1.0.0 | Oct 6, 2026 |
Ranks ahead of 120,576 of 150,963 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%2Fhanifalkauni%2Ffuzzspec)<a href="https://mcptoplist.com/server/glama%2Fhanifalkauni%2Ffuzzspec"><img src="https://mcptoplist.com/badge/glama%2Fhanifalkauni%2Ffuzzspec.svg" alt="MCP Toplist: Top 25% of 150,963" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains FuzzSpec?
- FuzzSpec is maintained by hanifalkauni, which publishes 4 MCP servers (1 total version) tracked on MCP Toplist.
- Is FuzzSpec listed on the Official MCP Registry?
- FuzzSpec is not on the Official MCP Registry. It is listed on Glama.
- How many versions does FuzzSpec have?
- No registry surfaces explicit version metadata for FuzzSpec; MCP Toplist tracks 1 release tag from its GitHub repository, most recently published on Oct 6, 2026.
- Where can I find the source code for FuzzSpec?
- The source code for FuzzSpec is hosted at github.com/hanifalkauni/fuzzspec.
Do you run this server?
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