callspec
Rank #4,638glama/logfoxai/callspec
Provides an MCP server that automatically exposes API routes as MCP tools with input validation and authentication, enabling AI agents to call the same handlers as HTTP RPC.
callspec is a Model Context Protocol (MCP) server published by logfoxai. It ranks #4,638 of 132,046 servers tracked on MCP Toplist, and its repository has 3 GitHub stars. callspec is listed on Glama, with 14 release tags tracked from its GitHub repository. It was first listed on Jul 29, 2026 and most recently updated on Aug 27, 2026.
Ranks ahead of 127,408 of 132,046 servers on MCP Toplist.
Use callspec
No credentials or required configuration declared — add it to your MCP client and go.
This server doesn't publish a machine-readable install config — see the repository README for install instructions.
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[](https://mcptoplist.com/server/glama%2Flogfoxai%2Fcallspec)<a href="https://mcptoplist.com/server/glama%2Flogfoxai%2Fcallspec"><img src="https://mcptoplist.com/badge/glama%2Flogfoxai%2Fcallspec.svg" alt="MCP Toplist: Top 5% of 132,046" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
logfoxai
GitHub releases (14)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v3.12.4 | Aug 27, 2026 |
| v3.12.3 | Aug 26, 2026 |
| v3.12.2 | Aug 26, 2026 |
| v3.12.1 | Aug 26, 2026 |
| v3.12.0 | Aug 26, 2026 |
| v3.11.0 | Aug 24, 2026 |
| v3.10.0 | Aug 23, 2026 |
| v3.9.1 | Aug 23, 2026 |
| v3.9.0 | Aug 23, 2026 |
| v3.8.13 | Aug 23, 2026 |
| v1.1.1 | Aug 1, 2026 |
| v1.1.0 | Aug 1, 2026 |
| v1.0.0 | Aug 1, 2026 |
| v0.1.0 | Jul 29, 2026 |
Frequently asked questions
- Who maintains callspec?
- callspec is maintained by logfoxai, which publishes 1 MCP server (14 total versions) tracked on MCP Toplist.
- Is callspec listed on the Official MCP Registry?
- callspec is not on the Official MCP Registry. It is listed on Glama.
- How many versions does callspec have?
- No registry surfaces explicit version metadata for callspec; MCP Toplist tracks 14 release tags from its GitHub repository, most recently published on Aug 27, 2026.
- Where can I find the source code for callspec?
- The source code for callspec is hosted at github.com/logfoxai/callspec.
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