GitNova

GitHub seismograph — discoveries and growing interest

yasinyaman/callbus

AI agentsPython#embeddings#llm-agents#mcp#model-context-protocol#retrieval
Total stars
0
Today · UTC
—No data
Open on GitHub My finds →
More actions

Tool retrieval for LLM agents with hundreds of tools

Save to My finds to follow releases and star growth. Saved in this browser.

About the project

Tool retrieval layer for LLM agents: indexes MCP servers and OpenAPI specs, then serves only the few tools a request needs via MCP or REST, using a fine-tuned Qwen3-Embedding-8B retriever.

Useful for
  • Index your MCP servers and expose search_tools/call_tool to Claude Code or Claude Desktop.
  • Cut prompt size for an agent with hundreds of tools by retrieving only the relevant few per request.
  • Compare retrievers on ToolRet, LiveMCPBench and MCP-Zero with callbus eval.

README summarized by DeepSeek V4.1 Flash. Details may be inaccurate. Read the original README →

0.0 Quiet Magnitude out of 10 — how fast interest is growing, not a quality score.

Star growth looks organic. Data as of October 19, 2026, 12:27 UTC.

The star-growth assessment does not verify whether the project is safe to run.

Stars per day

025September 30, 2026October 19, 2026

Bars show stars per UTC day; the line is a moving average of available history. Gaps mean missing data, not zero growth. Today's bar is incomplete. Red marks spike days.

Why it’s trending

  • There are not enough fresh counter measurements for today's UTC day. The gain is unknown.
  • New listing on glama.

Measured growth: the last 7 completed days

The full 7-day window is unavailable; no weekly total or comparison is calculated.

Daily measurements · UTC
October 12, 2026
0
October 13, 2026
0
October 14, 2026
0
October 15, 2026
—
October 16, 2026
—
October 17, 2026
—
October 18, 2026
—

Largest measured day in the last 30 days: 0 · September 30, 2026. Days with data: 15.

Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: October 15, 2026, 21:02 UTC. Sources and measurement limits →

Three GitHub discoveries in each edition

What they do, why they are gaining interest, and what to check before using them.

Editions at 10:00, 16:00, 22:00 MSK.

Share on X Telegram

Numbers

Total stars
0
Today
Not enough measurements today
Forks
0
Issues and pull requests
7
Watchers
0
Language
Python
License
Apache-2.0
Latest release
v0.3.1 · October 13, 2026
Created
September 30, 2026
Last push
October 14, 2026

Star trust

Growth looks organic: forks and discussion are in line with active projects, and stars arrive unevenly, the way people give them.

These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.

Spotted in
README badge

Paste it into your README — the badge shows the current magnitude and links to this page.

GitNova: 0.0
[![GitNova](https://gitnova.dev/badge/yasinyaman/callbus.svg?lang=en)](https://gitnova.dev/en/r/yasinyaman/callbus)