mcp server
SkillFM Beacon
AI health, token usage, LLM cost optimization, BYOK vault, and cleanup audits for MCP agents.
Description as published by the maintainer. Source
- version 0.1.1
- slowing
slowing — Most recent push to the repository was 2026-05-20.
Signals
These are separate measurements of different things. They are deliberately not combined into one score, because a popularity number that mixes website traffic with saves and stars cannot be checked or acted on.
| Signal | Value | What it measures | Window | Observed | Source |
|---|---|---|---|---|---|
| GitHub stars | 0 | Number of GitHub accounts that bookmarked this repository since it was created. It is a bookmark count, not installs, not active users and not quality. | cumulative, all time | GitHub | |
| Last commit | 2026-05-20 | Date of the most recent push to any branch. This is the strongest cheap indicator of whether the project is still maintained. | point in time | GitHub | |
| Open issues | 1 | Open issues plus open pull requests, as GitHub counts them together. A high number can mean an active project or an abandoned one. | as of fetch | GitHub | |
| Latest published version | 0.1.1 | Latest version string the maintainer published to the registry. | as of fetch | Model Context Protocol | |
| Registry record last updated | 2026-05-20 | When the registry record was last updated by its maintainer. | point in time | Model Context Protocol | |
| License | MIT | Licence GitHub detected in the repository. Detection can be wrong; the LICENSE file is authoritative. | as of fetch | GitHub | |
| First listed in the MCP Registry | 2026-05-20 | Date this server was first published to the official MCP Registry. Not a usage or quality measure. | point in time | Model Context Protocol | |
| repository status | active | The repository exists on GitHub and is not archived. This says nothing about how recently it was worked on. | as of fetch | GitHub |
Where to get it
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-
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These share tags the maintainers applied themselves, such as agent-monitoring, ai-health, byok, cline. Common tags like "mcp" or "ai" are ignored for this: agreeing with six hundred other projects is not a similarity.
This is not a recommendation and not a test result. It is a map of what the authors said their work is about.
Also from ericm1018
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SkillFM BYOK Vault
— last commit 2026-05-20
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— last commit 2026-05-20
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SkillFM LLM Cost Optimizer
— last commit 2026-05-20
LLM cost optimizer for OpenAI, Anthropic, token usage, BYOK, and SkillFM Beacon audits.
How the author describes it
Topics the maintainer set on GitHub: agent-monitoring, ai-agent, ai-health, byok, claude-code, cline, cost-optimizer, cursor, llm-cost, local-vault, mcp, model-context-protocol, token-usage.
This record as data
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GET /api/v1/entries/mcp_server.json