SkillRouter
Rank #105,561glama/skarborous/skill-router-mcp
Enables routing of natural-language tasks to the best-matching skill in a local pool of SKILL.md files, using a two-stage bi-encoder retrieval plus pointwise reranking pipeline that runs entirely on your machine. Exposes tools for searching skills, fetching a full skill record, triggering incremental or forced reindexing, and inspecting index statistics over a loopback-hosted MCP endpoint.
What you can do with SkillRouter
SkillRouter is a Model Context Protocol (MCP) server published by skarborous. It ranks #105,561 of 151,203 active servers on MCP Toplist. SkillRouter is listed on Glama; no version information is available from the registries that list it or from its repository. It was first listed on Oct 4, 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.
What SkillRouter can and cannot do
Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.
What you need before using SkillRouter
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 23, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect SkillRouter and confirm it works
Install configuration unavailable. No registry publishes a machine-readable install config for this server — follow the repository README.
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.
What changed, and when this was checked
- First listed
- Oct 4, 2026
- Version history
- Unavailable — no registry exposes versions and no release tags were found
- Requirements evidence
- Declared by Glama, last synced Oct 23, 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 23, 2026
- Glama ↗listed since Oct 4, 2026 · still listed
Do you maintain SkillRouter? to correct or enrich this profile.
Version information unavailable
The registry that lists this server does not expose version metadata, and no release tags were found on the linked repository. MCP Toplist cannot say how, or whether, this server is versioned.
Ranks ahead of 45,642 of 151,203 servers on MCP Toplist.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/glama%2Fskarborous%2Fskill-router-mcp)<a href="https://mcptoplist.com/server/glama%2Fskarborous%2Fskill-router-mcp"><img src="https://mcptoplist.com/badge/glama%2Fskarborous%2Fskill-router-mcp.svg" alt="MCP Toplist: #105,561 of 151,203" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains SkillRouter?
- SkillRouter is maintained by skarborous, which publishes 1 MCP server tracked on MCP Toplist.
- Is SkillRouter listed on the Official MCP Registry?
- SkillRouter is not on the Official MCP Registry. It is listed on Glama.
- How many versions does SkillRouter have?
- Version information is unavailable for SkillRouter: no registry that lists it exposes version metadata, and no release tags were found on its repository.
- Where can I find the source code for SkillRouter?
- The source code for SkillRouter is hosted at github.com/skarborous/skill-router-mcp.
Do you run this server?
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