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MCP server · RAG

Veles

· github.com/julymetodiev/Veles

Fast hybrid (BM25 + semantic) local code search for AI agents - pure Rust, persistent index, MCP/gRPC servers, tree-sitter symbols

Unclaimed ai-agentsbm25clicode-searchembeddingsgrpchybrid-searchmcpmodel-context-protocolmodel2vecragrustsemantic-searchtree-sitter
InstallView source
34Low

Scored 4 months ago · breakdown

About Veles

Veles is an MCP server in the RAG category: fast hybrid (BM25 + semantic) local code search for AI agents - pure Rust, persistent index, MCP/gRPC servers, tree-sitter symbols.

Install

From source
git clone https://github.com/julymetodiev/Veles

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 (12)

defsTree-sitter definitions for an exact symbol name (Rust, Python, JS, TS, Go).

Parameters not published.

filesDistinct file paths in the index, with `lang` / `path` / `exclude` filters.

Parameters not published.

find_relatedSemantically similar chunks for a `(file_path, line)` from an earlier `search`.

Parameters not published.

list_symbolsEvery tree-sitter definition across the index, with `kind` / `lang` / `path` filters.

Parameters not published.

readLine range from an indexed file (capped at 500 lines, repo-relative paths only).

Parameters not published.

refsDefinitions plus BM25 hits — "where is X defined and where is X used", in one call.

Parameters not published.

scope_atInnermost tree-sitter symbol containing a given `file:line`.

Parameters not published.

searchHybrid / BM25 / semantic query, with optional `lang` / `path` / `exclude` / `min_score`.

Parameters not published.

statsFile / chunk counts, model metadata, per-language chunk breakdown.

Parameters not published.

statusNon-mutating drift check vs. persisted manifest; distinguishes content edits from bare `touch`.

Parameters not published.

symbolsOutline of a single file — every definition it contains.

Parameters not published.

updateIncremental refresh of a local repo's `.veles/` index after edits (BLAKE3-aware).

Parameters not published.

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Questions

About Veles

How do I install Veles?

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

Is Veles 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 Veles still maintained?

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