SERVER

MCP Repo Mapper

Rank #78,517

io.github.LovRanRan/mcp-repo-mapper

Deterministic repository structure mapping for onboarding agents.

Listed & last published
May 25, 2026
PURPOSE

What you can do with MCP Repo Mapper

MCP Repo Mapper is a Model Context Protocol (MCP) server published by lovranran. It ranks #78,517 of 168,415 active servers on MCP Toplist. MCP Repo Mapper is listed across 3 registries — Official MCP, PulseMCP and Glama, with 1 tracked version. It was first listed on May 25, 2026 and most recently updated on May 25, 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 MCP Repo Mapper 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 MCP Repo Mapper

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 Nov 4, 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 MCP Repo Mapper and confirm it works

Python package (PyPI)
claude mcp add mcp-repo-mapper -- uvx mcp-repo-mapper
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 lovranran
View all lovranran servers →

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

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed
May 25, 2026
Latest version published
May 25, 2026
Version history
1 version tracked (below)
Requirements evidence
Declared by Glama, last synced Nov 4, 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
Nov 4, 2026
Registry sightings

Do you maintain MCP Repo Mapper? to correct or enrich this profile.

VERSIONS

Available versions (1)

VersionPublished
0.1.0May 25, 2026
STANDING
#78,517of 168,415 active serversTop 50%

Ranks ahead of 89,898 of 168,415 servers on MCP Toplist.

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 168,415
Markdown
[![MCP Toplist](https://mcptoplist.com/badge/io.github.LovRanRan%2Fmcp-repo-mapper.svg)](https://mcptoplist.com/server/io.github.LovRanRan%2Fmcp-repo-mapper)
HTML
<a href="https://mcptoplist.com/server/io.github.LovRanRan%2Fmcp-repo-mapper"><img src="https://mcptoplist.com/badge/io.github.LovRanRan%2Fmcp-repo-mapper.svg" alt="MCP Toplist: Top 50% of 168,415" /></a>

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FAQ

Frequently asked questions

Who maintains MCP Repo Mapper?
MCP Repo Mapper is maintained by lovranran, which publishes 3 MCP servers (3 total versions) tracked on MCP Toplist.
Is MCP Repo Mapper listed on the Official MCP Registry?
Yes — MCP Repo Mapper is listed on the Official MCP Registry, alongside PulseMCP and Glama.
How many versions does MCP Repo Mapper have?
MCP Toplist tracks 1 version of MCP Repo Mapper, most recently published on May 25, 2026.
Where can I find the source code for MCP Repo Mapper?
The source code for MCP Repo Mapper is hosted at github.com/lovranran/mcp-repo-mapper.
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