Vera — MCP Server by lemon07r

by lemon07r · MCP Server · ★ 79

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

About Vera

Vera Install Guide · Features · Query Guide · Benchmarks · How It Works · Models · Supported Languages Vector Enhanced Reranking Agent Code search that combines BM25 keyword matching, vector similarity, and cross-encoder reranking. Supports 65 languages (61 with tree-sitter parsing), runs locally, returns structured results with file paths, line ranges, symbol metadata, and relevance scores. Quick Start 1. Install 2. Set up models (pick one) bash vera setup # Interactive wizard (auto-detects your hardware) vera setup --api # API mode

bm25clicode-searchcode-search-enginecross-encoderembeddingslocalmcpmcp-serveronnx

Quick Facts

Stars79
Forks9
LanguageRust
CategoryMCP Server
LicenseMIT
Quality Score68.2616427868494/100
Last Updated2026-05-12
Created2026-03-22
Platformscli, mcp, rust
Est. Tokens~595k

Compatible Skills

These tools work well together with Vera for enhanced workflows:

  • memex — semantic(0.20)+complementary+rare_topics+same_lang+similar_pop+shared_platform (56%)

Vera alternative? Top 6 similar tools

Looking for a Vera alternative? If you're comparing Vera with other mcp server tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • gno by gmickel · ⭐ 90

    Local AI-powered document search and editing with first-in-class hybrid retrieval, LLM answers, WebUI, REST AP

  • mcp-local-rag by shinpr · ⭐ 327

    Local-first RAG server for developers. Semantic + keyword search for code and technical docs. Works with MCP o

  • rust-docs-mcp-server by Govcraft · ⭐ 261

    🦀 Prevents outdated Rust code suggestions from AI assistants. This MCP server fetches current crate docs, use

  • devrag by tomohiro-owada · ⭐ 50

    Markdown vector search MCP server for Claude Code. Natural language search for markdown files using multilingu

  • knowledge-rag by lyonzin · ⭐ 104

    Local RAG MCP server for Claude Code — hybrid search (semantic + BM25), cross-encoder reranking, 13 MCP tools,

  • Agent-Fusion by krokozyab · ⭐ 69

    Agent Fusion is a local RAG semantic search engine that gives AI agents instant access to your code, documenta

More MCP Server Tools

Explore other popular mcp server tools:

View all MCP Server tools →

Popular Rust Agent Tools

Frequently Asked Questions

What is Vera?

Vera is Local code search combining BM25, vector similarity, and cross-encoder reranking. Parses 60+ languages with tree-sitter, runs entirely offline, and returns structured results with file paths, line ran. It is categorized as a MCP Server with 79 GitHub stars.

What programming language is Vera written in?

Vera is primarily written in Rust. It covers topics such as bm25, cli, code-search.

How do I install or use Vera?

You can find installation instructions and usage details in the Vera GitHub repository at github.com/lemon07r/Vera. The project has 79 stars and 9 forks, indicating an active community.

What license does Vera use?

Vera is released under the MIT license, making it free to use and modify according to the license terms.

What are the best alternatives to Vera?

The top alternatives to Vera on Agent Skills Hub include gno, mcp-local-rag, rust-docs-mcp-server. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

View on GitHub → Browse MCP Server tools