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MCP servers tagged cross-encoder

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

15
live servers
37
avg trust
120
most stars
1

Vera

VeraTools

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…

★ 120updated 8 days agoMIT
52
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

Context Router

Memory-aware context engine for AI coding agents — up to 91% fewer tokens, 17/18 rank-1 across 6 OSS projects. MCP-native, multi-repo, with persistent observations & decisions.

39
4

Contextmaxxer

codeus-morbid

Fully local MCP retrieval tool for coding agents. 161M encoder, ~1s per tool call, no API, no LLM in the query path. No file reads: line numbers, callers, callees and exact call s…

★ 5updated 20 days ago
34
5

Hybrid Rag

MCP server exposing hybrid RAG (BM25 + dense + RRF + reranking) over SEC filings — with FastAPI backend, Next.js frontend, and 22-query evaluation.

★ 2
34
6

Hybrid Rag

HOORIAGABA

MCP server exposing hybrid RAG (BM25 + dense + RRF + reranking) over SEC filings — with FastAPI backend, Next.js frontend, and 22-query evaluation.

★ 2updated 17 days ago
34
7

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
8

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
9

Medical AI Assistant V0.2

G0nza92

AI ENGINEER PROJECTS

34
10

Finco

HamzaOuadid

RAG over SEC EDGAR filings — hybrid BM25 + dense retrieval with rank fusion and cross-encoder reranking. +75% recall@5 over dense-only, with the eval harness that proves it.

34
11

Semantic Code Intelligence

saitarrun

Local-first semantic code search with FAISS, BM25, cross-encoder reranking, reliability scoring, and cited walkthroughs.

34
12

AskMiao

Scorpio-meow

🐱 Enterprise knowledge-base chat that cites its sources. Hybrid RAG (FAISS + BM25 + Cross-Encoder rerank) with an agentic research loop, custom API & MCP tools with user approval,…

34
13

Mainrag

silentspike

Self-hosted private-code context layer for AI coding agents, with MCP tools, citations, tenant boundaries and hybrid retrieval

34
14

Vera

Larissal0998

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…

updated 5 days ago
34
15

Vera

OlegMoreira

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…

updated 6 days ago
34
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