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  3. Senior Code MCP
MCP server · RAG

Senior Code MCP

· github.com/Tamaz-sujashvili/senior-code-mcp

MCP server giving coding agents semantic + structural search over your codebase, so they reuse proven patterns instead of guessing. Finalist - Cursor × Superteam Georgia Hackathon 2026.

Unclaimed claude-codecode-graphcode-searchcoding-agentscursorembeddingshackathonlocal-firstmcpmcp-servermodel-context-protocolnetworkxollamaqdrantrag
InstallView source
34Low

Scored a month ago · breakdown

About Senior Code MCP

Senior Code MCP is an MCP server in the RAG category: mCP server giving coding agents semantic + structural search over your codebase, so they reuse proven patterns instead of guessing. Finalist - Cursor × Superteam Georgia Hackathon 2026.

Install

From source
git clone https://github.com/Tamaz-sujashvili/senior-code-mcp

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 (6)

doctorRead-only prerequisite self-diagnosis (qdrant reachable, collection exists + vector count, ollama reachable + embed model present, graph file + node/edge counts). The onboarding agent's first call.

Parameters not published.

ingest_repoRuns the full pipeline on a local repo path (parse, embed, upsert, build graph).

Parameters not published.

search_contextOne call, two-stage retrieval: vector search for the query, then graph expansion on the top hits' symbol names. Returns one combined result (`similar_chunks` + `related_symbols`).

Parameters not published.

search_related_codeGiven symbol names, expands N hops through the call/import graph and returns connected symbols.

Parameters not published.

search_similar_codeEmbeds a natural-language or code query, returns top-k matching symbols (path, lines, docstring, truncated source, score).

Parameters not published.

store_statsDiagnostic: vector count in Qdrant, node/edge counts in the graph.

Parameters not published.

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Questions

About Senior Code MCP

How do I install Senior Code MCP?

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

Is Senior Code MCP 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 Senior Code MCP still maintained?

Conduid hasn't recorded a commit date for this repository yet. Check the repository directly for recent activity.