SERVER

lexicon

Rank #50,799

glama/ashlrai/lexicon

Normalizes dictated text by correcting speech-to-text misrecognitions using a personal lexicon before agents see the prompt, and lets agents manage terms, learn corrections, and harvest vocabulary.

First listed
Sep 19, 2026
Last publish date
OVERVIEW

lexicon is a Model Context Protocol (MCP) server published by ashlrai. It ranks #50,799 of 132,113 servers tracked on MCP Toplist. lexicon is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Sep 19, 2026.

STANDING
#50,799of 132,113 tracked serversTop 50%

Ranks ahead of 81,314 of 132,113 servers on MCP Toplist.

CONNECT

Use lexicon

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 50% of 132,113
Markdown
[![MCP Toplist](https://mcptoplist.com/badge/glama%2Fashlrai%2Flexicon.svg)](https://mcptoplist.com/server/glama%2Fashlrai%2Flexicon)
HTML
<a href="https://mcptoplist.com/server/glama%2Fashlrai%2Flexicon"><img src="https://mcptoplist.com/badge/glama%2Fashlrai%2Flexicon.svg" alt="MCP Toplist: Top 50% of 132,113" /></a>

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

REGISTRIES

Listed on 1 registry

ORGANIZATION

ashlrai

Organization
Servers in org
3
Versions across org
2
MORE FROM THIS PUBLISHER

Other servers by ashlrai

View all ashlrai servers →
VERSIONS

Not versioned

This server is published through a registry that does not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.

FAQ

Frequently asked questions

Who maintains lexicon?
lexicon is maintained by ashlrai, which publishes 3 MCP servers (2 total versions) tracked on MCP Toplist.
Is lexicon listed on the Official MCP Registry?
lexicon is not on the Official MCP Registry. It is listed on Glama.
How many versions does lexicon have?
lexicon ships as a single rolling release with no explicit version metadata.
Where can I find the source code for lexicon?
The source code for lexicon is hosted at github.com/ashlrai/lexicon.
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