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MCP servers tagged reranker

15 live MCP servers tagged "reranker", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with reranker.

15
live servers
37
avg trust
5
most stars
1

Code RAG

qduc

An MCP server that add semantic code search to your coding agent

updated 9 months agoMIT
53
2

Codeseek

Rust-powered code intelligence CLI for AI coding agents. Builds call graphs and hybrid semantic search indexes (Dense + Sparse + RRF + Reranker) across 7 languages. Ships as nativ…

52
3

Agent Memory Engine

A long-term memory engine for coding agents: two-stage retrieval + gating, hybrid (vector + BM25) search, optional cross-encoder rerank, Ebbinghaus decay, and cross-session collab…

★ 5
44
4

Bsl Search

axel-avb

Read-only MCP server for 1C BSL code search: hybrid BM25 + vector kNN retrieval over methods in Elasticsearch, RRF, dedup, rerank — context for code LLMs. | MCP-сервер поиска по к…

★ 2
34
5

S1grep

apiservicesac

Semantic code search that runs on your machine: describe what the code does, in English or Spanish, and get the exact function. Local embeddings + BM25 + s1-code, our own small ju…

★ 2updated 20 days ago
34
6

Law Company Agent

zheng-92

️AI-powered Chinese Company Law expert —GraphRAG + 6-Agent collaboration ▎ system with RRF fusion, knowledge graph reasoning & streaming SSE | 基于 ▎ GraphRAG 的新《公司法》AI 助手

★ 1updated 4 months ago
34
7

Websearch

SK-DEV-AI

Multi-engine web search + fetch MCP server (DDG, Brave, Tavily, Google AI Mode) with consensus-merge dedup, local cross-encoder reranking, and Groq synthesis

★ 1updated 5 days ago
34
8

Anyintent

lukamaga

Multilingual decision engine for intents you describe in plain words, no training examples. It picks the matching intent, with a margin that flags doubtful answers; R2Intent v1 al…

★ 1updated 4 days ago
34
9

Zemail

Semantic search over your Gmail, from inside Claude Code. Embeds your full inbox with zembed-1 and reranks with zerank-2 — finds emails by meaning, not keywords.

34
10

Frigg

Fast local code intelligence for AI agents powered by AST Treesitter, SCIP, semantic search and a reranker

34
11

Reranker

A generic Model Context Protocol (MCP) server for high-accuracy document reranking using sentence-transformers (Cross-Encoder). Ideal for enhancing RAG and AI agent decision-makin…

34
12

RagPaper

Local-first paper RAG + read-only MCP server: hybrid/reranker retrieval, self-correcting DOI enrichment, and citation graphs over your Zotero/PDF library — queryable from Claude C…

34
13

Study Rag

基于 LlamaIndex 的企业级 RAG 知识库检索服务,通过 MCP 协议暴露给 AI Agent 调用。多策略检索(Dense/Sparse/Hybrid/Milvus BM25)、能力可插拔、Docker 一键部署。

34
14

Docs Rag Assistant

imanshrajsingh-boost

Production-grade RAG assistant over the Model Context Protocol documentation — FastAPI + MCP tools, with reranking, semantic caching, guardrails, PII masking, and hallucination de…

34
15

Claim Studio

fangyunok

营销文案事实审校与视频合成 Agent:Qwen 经 MCP 检索资料逐句核查,缺证据即停止;5 种检索策略 Hit@5 10%→43.3%,4B/14B 对照留出集 75%→100%;148 测试、OTEL/Prometheus 可观测、人工确认绑定快照后渲染 FFmpeg 视频。 | Marketing fact-checking agent: Qwe…

34
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