SERVER

RTFM

Rank #2,919

io.github.roomi-fields/rtfm

The open retrieval layer for AI agents — index code, docs, data. Search via MCP.

4 versions
25 GitHub stars
by roomi-fields (4 servers)View repository ↗
First listed
Feb 20, 2026
Last publish date
May 16, 2026
PURPOSE

What you can do with RTFM

RTFM is a Model Context Protocol (MCP) server published by roomi-fields. It ranks #2,919 of 144,396 active servers on MCP Toplist, and its repository has 25 GitHub stars. RTFM is listed across 4 registries — Official MCP, PulseMCP, mcp.so and Glama, with 4 tracked versions. It was first listed on Feb 20, 2026 and most recently updated on May 16, 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.

CAPABILITIES AND LIMITATIONS

What RTFM can and cannot do

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

REQUIREMENTS

What you need before using RTFM

DeclaredNo credentialsNo credentials declared

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 16, 2026. Not independently verified by MCP Toplist.

No runtime, credential or payment requirements are recorded for this server beyond the declaration above.

INSTALLATION AND FIRST TASK

Connect RTFM and confirm it works

Python package (PyPI)
claude mcp add rtfm -- uvx rtfm-ai
First successful task

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.

ALTERNATIVES

When to choose another server

Other servers by roomi-fields
View all roomi-fields servers →

No task-specific alternatives are catalogued for RTFMyet; the list above is its publisher's other servers.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed
Feb 20, 2026
Latest version published
May 16, 2026
Version history
4 versions tracked (below)
Requirements evidence
Declared by Glama, last synced Oct 16, 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 16, 2026
Registry sightings

Do you maintain RTFM? to correct or enrich this profile.

VERSIONS

Available versions (4)

0.1.0 · Nov 25, 20240.3.2 · Mar 21, 20260.7.2 · May 14, 20260.8.0 · May 16, 2026Nov 25, 2024May 16, 2026
VersionPublished
0.8.0May 16, 2026
0.7.2May 14, 2026
0.3.2Mar 21, 2026
0.1.0Nov 25, 2024
STANDING
#2,919of 144,396 active serversTop 5%

Ranks ahead of 141,477 of 144,396 servers on MCP Toplist.

Recent momentum
+17GitHub stars since Apr 27 (+213%)
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 5% of 144,396
Markdown
[![MCP Toplist](https://mcptoplist.com/badge/io.github.roomi-fields%2Frtfm.svg)](https://mcptoplist.com/server/io.github.roomi-fields%2Frtfm)
HTML
<a href="https://mcptoplist.com/server/io.github.roomi-fields%2Frtfm"><img src="https://mcptoplist.com/badge/io.github.roomi-fields%2Frtfm.svg" alt="MCP Toplist: Top 5% of 144,396" /></a>

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

FAQ

Frequently asked questions

Who maintains RTFM?
RTFM is maintained by roomi-fields, which publishes 4 MCP servers (18 total versions) tracked on MCP Toplist.
Is RTFM listed on the Official MCP Registry?
Yes — RTFM is listed on the Official MCP Registry, alongside PulseMCP, mcp.so and Glama.
How many versions does RTFM have?
MCP Toplist tracks 4 versions of RTFM, most recently published on May 16, 2026.
Where can I find the source code for RTFM?
The source code for RTFM is hosted at github.com/roomi-fields/rtfm.
Used in projects

Do you run this server?

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

EXPLORE