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Ollqd MCP Server

guttbuster/Ollqd

Score: 53.3 Rank #2939 Search & RAG
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πŸ“š Index codebases and docs into Qdrant with Ollama embeddings, enabling AI assistants to search code via Model Context Protocol (MCP).

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Overview

guttbuster/Ollqd is a Python MCP server licensed under Apache-2.0. πŸ“š Index codebases and docs into Qdrant with Ollama embeddings, enabling AI assistants to search code via Model Context Protocol (MCP).

Ranked #2939 out of 24850 indexed tools.

Actively maintained with commits in the last week.

Ecosystem

Python Apache-2.0

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 1

1 stars β†’ early stage

Freshness 25% today

Last commit today β†’ actively maintained

Issue Health 25% 50%

No issues filed β†’ no history to score

Contributors 10% 0

0 contributors β†’ solo project

Dependents 25% 0

No dependents β†’ no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 0
Description Good
License Apache-2.0

Weights: Freshness 20% Β· Issue Health 20% Β· Dependents 22% Β· Stars 10% Β· Contributors 8% Β· How we score β†’

How to Improve

Description low impact

Expand your description to 150+ characters for better discoverability

Contributors medium impact

Single-contributor projects carry bus-factor risk β€” welcoming contributors boosts confidence

Dependents medium impact

No downstream dependents detected yet β€” adoption by other projects is the strongest trust signal

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AgentRank score for guttbuster/Ollqd
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Matched Queries

"model context protocol""model-context-protocol"

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