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MCP server · RAG

Ragpilot

by · github.com/alikaya/ragpilot

MCP server that gives AI coding agents semantic search, symbol graphs, impact analysis, and token-budgeted context bundling over local codebases.

Unclaimed claudecodexgeminillmlocal-aiollamaprivacy-focusedrag
InstallView source
34Low

Scored a month ago · breakdown

About Ragpilot

Ragpilot is an MCP server published by alikaya in the RAG category: mCP server that gives AI coding agents semantic search, symbol graphs, impact analysis, and token-budgeted context bundling over local codebases.

Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/alikaya/ragpilot

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 (15)

brain_flushWrite the session summary to the brain

Parameters not published.

brain_loadSecond-brain context for the start of a session

Parameters not published.

brain_noteRecord a decision or a fact, searchable immediately

Parameters not published.

brain_searchSemantic search across the second brain

Parameters not published.

context_bundleToken-budgeted complete context bundle

Parameters not published.

impact_analyzePre-refactor impact analysis

Parameters not published.

nav_call_graphBFS call tree (incoming + outgoing)

Parameters not published.

nav_symbol_resolveSymbol definition + call graph

Parameters not published.

rag_ensure_indexRe-index changed files

Parameters not published.

rag_get_chunksRetrieve full content by chunk ID

Parameters not published.

Show all 15 tools
rag_get_file_rangesRead specific line ranges or symbol definitions

Parameters not published.

rag_get_skeletonFile structure — signatures without bodies

Parameters not published.

rag_index_statusIndex status and dirty file count

Parameters not published.

rag_searchSemantic code search (filter by: path, language, extension)

Parameters not published.

review_semantic_diffChanged symbols in a diff + their blast radius

Parameters not published.

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Questions

About Ragpilot

How do I install Ragpilot?

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

Is Ragpilot safe to use with an AI agent?

Its trust score is 34 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 Ragpilot still maintained?

Yes — the last commit was a month ago. The repository has 0 stars and 0 forks.