SERVER

RecallForge

Rank #55,703

glama/brianmeyer/recallforge

Local-first MCP server enabling cross-modal search across text, images, documents, video, and audio transcripts. Provides 26 tools for ingesting, searching, and navigating local file systems with a 3-stage pipeline including reranking.

First listed
Jun 21, 2026
Last publish date
OVERVIEW

RecallForge is a Model Context Protocol (MCP) server published by brianmeyer. It ranks #55,703 of 132,046 servers tracked on MCP Toplist, and its repository has 3 GitHub stars. RecallForge is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Jun 21, 2026.

STANDING
#55,703of 132,046 tracked serversTop 50%

Ranks ahead of 76,343 of 132,046 servers on MCP Toplist.

CONNECT

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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.

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MCP Toplist: Top 50% of 132,046
Markdown
[![MCP Toplist](https://mcptoplist.com/badge/glama%2Fbrianmeyer%2Frecallforge.svg)](https://mcptoplist.com/server/glama%2Fbrianmeyer%2Frecallforge)
HTML
<a href="https://mcptoplist.com/server/glama%2Fbrianmeyer%2Frecallforge"><img src="https://mcptoplist.com/badge/glama%2Fbrianmeyer%2Frecallforge.svg" alt="MCP Toplist: Top 50% of 132,046" /></a>

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REGISTRIES

Listed on 1 registry

ORGANIZATION

brianmeyer

Organization
Servers in org
2
Versions across org
0
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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 RecallForge?
RecallForge is maintained by brianmeyer, which publishes 2 MCP servers (0 total versions) tracked on MCP Toplist.
Is RecallForge listed on the Official MCP Registry?
RecallForge is not on the Official MCP Registry. It is listed on Glama.
How many versions does RecallForge have?
RecallForge ships as a single rolling release with no explicit version metadata.
Where can I find the source code for RecallForge?
The source code for RecallForge is hosted at github.com/brianmeyer/recallforge.
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