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  3. Provenant
MCP server · RAG

Provenant

by · github.com/shreyash-sharma/provenant

Microsoft Build AI 2026 National 1st Place. Local codebase memory for AI coding agents: 63.8% Coverage@5, 75.2% Coverage@10, 60-65x lower context.

Unclaimed aicodebase-indexingdeveloper-toolsllmmcppythonretrieval-augmented-generationswe-bench
InstallView source
39Low

Scored a month ago · breakdown

About Provenant

Provenant is an MCP server published by shreyash-sharma in the RAG category: microsoft Build AI 2026 National 1st Place. Local codebase memory for AI coding agents: 63.8% Coverage@5, 75.2% Coverage@10, 60-65x lower context.

The repository has 16 stars and 1 forks, with the last commit 2 months ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/shreyash-sharma/provenant

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

Tools (8)

provenant_askHybrid BM25 + HyDE retrieval with cited answers and confidence scores.

Parameters not published.

provenant_contextFile, module, and symbol triage cards: purpose, API, relationships, freshness.

Parameters not published.

provenant_dead_codeUnreachable code with confidence tiers and safe-to-delete flags.

Parameters not published.

provenant_overviewArchitecture summary, entry points, dependency structure, and repo map.

Parameters not published.

provenant_riskHotspot scores, change frequency, test coverage gaps, and blast radius.

Parameters not published.

provenant_searchSemantic search over generated wiki content.

Parameters not published.

provenant_symbolByte-precise source retrieval for a specific function, class, or method.

Parameters not published.

provenant_whyGit archaeology: blame, commit history, and architectural decisions.

Parameters not published.

Ask AI

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Security checks

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Questions

About Provenant

How do I install Provenant?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Provenant safe to use with an AI agent?

Its trust score is 39 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Provenant still maintained?

Yes — the last commit was 2 months ago. The repository has 16 stars and 1 forks.