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RAG MCP servers

RAG MCP servers indexed by Conduid, ranked by trust score. 8.0K live listings from GitHub, npm, PyPI and the official registry, each with a 0–100 score, security checks, and install commands.

8.0K
live servers
36
avg trust
129K
most stars
1301

Pinecone Read Only

cppalliance

A Model Context Protocol (MCP) server that provides semantic search over Pinecone vector databases using hybrid search (dense + sparse) with reranking.

★ 1updated 8 days ago
37
1302

CLI

mcp-z

CLI tool for managing MCP server clusters and testing workflows.

★ 1updated 9 days ago
37
1303

Local Rag

yikizi

Local RAG MCP Server - Enhanced with hybrid search, memory management, and code file support (fork of shinpr/mcp-local-rag)

★ 1updated 9 months ago
37
1304

Kairos

jakub-plichcinski

MCP server for agent automation: persistent memory and deterministic workflow execution for AI agents and chats

★ 1updated 9 days ago
37
1305

Norman MCP Server

AI-powered bookkeeping, invoicing, and VAT filing for German freelancers.

37
1306

BankSync

Connect AI agents to real bank accounts — transactions, balances, investments, and loans across 15,000+ institutions. Sync to Notion, Google Sheets, and Airtable.

37
1307

io.github.Alberto-Codes/docvet

Docstring quality vetting for Python -- enrichment, freshness, coverage, and presence checks

37
1308

Embgrep

QuartzUnit

Local semantic search — embedding-powered grep for files, zero external services

updated 6 months ago
37
1309

io.github.CryptoAPIs-io/mcp-address-latest

MCP server for current balance and state of EVM, UTXO, Solana, XRP, Kaspa addresses via Crypto APIs

37
1310

io.github.CryptoAPIs-io/mcp-hd-wallet

MCP server for HD wallet management, balance, and sync on EVM, UTXO, XRP via Crypto APIs

37
1311

io.github.ExpertVagabond/mega

ExpertVagabond

MEGA cloud storage CLI MCP server

updated a month ago
37
1312

RAGScore

Generate QA datasets & evaluate RAG systems. Privacy-first, any LLM, local or cloud.

37
1313

io.github.HaseebKhalid1507/velocirag

Lightning-fast RAG for AI agents. 4-layer fusion, ONNX Runtime, sub-200ms search.

37
1314

io.github.HatmanStack/ragstack

Search, chat, upload, and scrape a serverless RAGStack knowledge base on AWS.

37
1315

InsForge

InsForge is a backend development platform designed for agentic coding. It enables coding agents to provision and operate backend infrastructure such as databases, authentication,…

37
1316

io.github.LeandroPG19/cuba-memorys

Persistent memory for AI agents. Knowledge graph, Hebbian learning, RRF search, GraphRAG.

37
1317

io.github.NitishGourishetty/contextual-mcp-server

RAG-enabled MCP server using Contextual AI. Supports single-agent and multi-agent modes.

37
1318

io.github.RagingOrangutan/rootvine-mcp

Cross-platform music and game resolution for AI agents across 15+ platforms.

37
1319

io.github.RobThePCGuy/rag-vault

Local RAG MCP server with hybrid search, PDF/DOCX support, and zero-config setup

37
1320

io.github.S2TConsulting/accelerators

Vector embeddings, CloudFormation generation, and OAuth validation for AI workflows

37
1321

io.github.SuperAgentic/spines

GetSpines

Access book collections, reading lists, and bookshelf recognition from AI assistants.

updated 8 days ago
37
1322

io.github.TKMD/reftrixmcp

Web design analysis with 26 MCP tools: layout, motion, quality, semantic search via pgvector

37
1323

SQL Server MCP (Windows)

SQL Server MCP with RAG capabilities for Windows (native ODBC support)

37
1324

io.github.VectifyAI/pageindex-mcp

Reasoning-based RAG system for chatting with long PDFs. Supports local and online files.

37
1325

io.github.alex-feel/mcp-context-server

An MCP server that provides persistent multimodal context storage for LLM agents.

37
1326

Arcadia Finance

Manage Uniswap and Aerodrome liquidity positions with automated rebalancing and leverage.

37
1327

io.github.atul-fusionpact/fusionpact-vectordb

Hybrid vector + reasoning retrieval, agent memory, multi-agent orchestration, MCP server, and RAG.

37
1328

io.github.base76-research-lab/cognos-session-memory

CognOS trust scoring (C=p·(1-Ue-Ua)) and session trace storage as MCP tools.

37
1329

io.github.base76-research-lab/token-compressor

Compress prompts 40-60% using local LLM + embedding validation. Preserves all conditionals.

37
1330

io.github.bolnet/memwright

Embedded memory for AI agents with SQLite FTS5, pgvector, and Neo4j graph search.

37
1331

io.github.egoughnour/massive-context-mcp

Handles 10M+ token contexts with chunking, sub-queries, and local Ollama inference.

37
1332

io.github.egulatee/codecov

MCP server for querying Codecov coverage data with configurable URL support

37
1333

io.github.enuno/unifi-mcp-server

An MCP server that leverages official UniFi API

37
1334

io.github.fjnunezp75/gpu-bridge

47 AI models as MCP tools: LLM, image, video, audio, embeddings & more. x402 or API key.

37
1335

io.github.fyllepo/qubic-mcp

MCP server for Qubic — balances, prices, transfers, wallets, and more.

37
1336

io.github.gogogadgetbytes/smart-connections

MCP server for Obsidian Smart Connections. Semantic search using your vault's embeddings.

37
1337

io.github.goldbergyoni/test-coverage-mcp

Analyze test coverage from LCOV files - makes AI agents coverage-aware without wasting tokens

37
1338

io.github.gregario/tft-oracle

TFT champion, trait, item, and augment data for LLMs via CommunityDragon

37
1339

io.github.houtini-ai/google-knowledge-graph

Search Google's Knowledge Graph for structured information about real-world entities

37
1340

io.github.houtini-ai/seo-crawler-mcp

Crawl and analyse websites for SEO errors using Crawlee with SQLite storage

37
1341

io.github.indragiek/uniprof

Universal CPU profiler designed for humans and AI agents

37
1342

io.github.isaac-levine/forage

Self-improving tool discovery for AI agents. Find, install, and use new MCP servers automatically.

37
1343

io.github.joesaby/doctree-mcp

BM25 search + tree navigation over markdown docs for AI agents. No embeddings, no LLM calls.

37
1344

RAGMap MCP

Discover RAG-capable MCP servers. Search by meaning; filter by remote, citations, local. Four tools.

37
1345

io.github.kokogo100/ragalgo

Dynamic RAG Engine preventing AI hallucinations in Korean Finance and Crypto markets.

37
1346

io.github.kpanuragh/xdebug

MCP server for PHP Xdebug debugging with breakpoints, stepping, and variable inspection

37
1347

io.github.lordbasilaiassistant-sudo/base-flash-arb-mcp

MCP server for AI agents to detect flash loan arbitrage opportunities across DEXes on Base. Scan Uni

37
1348

io.github.lordbasilaiassistant-sudo/base-wallet-toolkit

Base chain wallet tools — balances, gas, tokens, allowances, ENS resolution.

37
1349

io.github.lu-zhengda/virtual-fs

PostgreSQL-backed virtual filesystem for AI agents with persistent, session-isolated storage.

37
1350

io.github.maksimsarychau/mcp-zebrunner

Unified Zebrunner MCP server for TCM test cases, suites, coverage analysis, launchers, etc.

37
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