SERVER

toolahead

Rank #13,573

glama/michael-ra/toolahead

Speeds up coding agents by predicting and pre-executing upcoming tool calls, then safely returning validated cached results to eliminate wait time.

First listed
Aug 6, 2026
Last publish date
Aug 9, 2026
OVERVIEW

toolahead is a Model Context Protocol (MCP) server published by michael-ra. It ranks #13,573 of 132,046 servers tracked on MCP Toplist, and its repository has 1 GitHub stars. toolahead is listed on Glama, with 5 release tags tracked from its GitHub repository. It was first listed on Aug 6, 2026 and most recently updated on Aug 9, 2026.

STANDING
#13,573of 132,046 tracked serversTop 25%

Ranks ahead of 118,473 of 132,046 servers on MCP Toplist.

CONNECT

Use toolahead

No setupRuns out of the box

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.

BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

MCP Toplist: Top 25% of 132,046
Markdown
[![MCP Toplist](https://mcptoplist.com/badge/glama%2Fmichael-ra%2Ftoolahead.svg)](https://mcptoplist.com/server/glama%2Fmichael-ra%2Ftoolahead)
HTML
<a href="https://mcptoplist.com/server/glama%2Fmichael-ra%2Ftoolahead"><img src="https://mcptoplist.com/badge/glama%2Fmichael-ra%2Ftoolahead.svg" alt="MCP Toplist: Top 25% of 132,046" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

REGISTRIES

Listed on 1 registry

ORGANIZATION

michael-ra

Organization
Servers in org
1
Versions across org
5
VERSIONS

GitHub releases (5)

No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.

v0.6.1 · Aug 8, 2026v0.6.2 · Aug 8, 2026v0.6.3 · Aug 8, 2026v0.6.4 · Aug 8, 2026v0.7.0 · Aug 9, 2026Aug 8, 2026Aug 9, 2026
VersionPublished
v0.7.0Aug 9, 2026
v0.6.4Aug 8, 2026
v0.6.3Aug 8, 2026
v0.6.2Aug 8, 2026
v0.6.1Aug 8, 2026
FAQ

Frequently asked questions

Who maintains toolahead?
toolahead is maintained by michael-ra, which publishes 1 MCP server (5 total versions) tracked on MCP Toplist.
Is toolahead listed on the Official MCP Registry?
toolahead is not on the Official MCP Registry. It is listed on Glama.
How many versions does toolahead have?
No registry surfaces explicit version metadata for toolahead; MCP Toplist tracks 5 release tags from its GitHub repository, most recently published on Aug 9, 2026.
Where can I find the source code for toolahead?
The source code for toolahead is hosted at github.com/michael-ra/toolahead.
Used in projects

Do you run this server?

Add to a project

Community projects list the MCP servers behind real agents and apps. Publish yours and this page will link to it.

EXPLORE